jk-rag-python/RAGAS/logs/rag.llm.log

2025-11-05 14:21:48,262 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:48,263 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='根据', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:48,264 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='历史', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:48,272 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='记录', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:48,288 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:48,306 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:48,320 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:48,335 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:48,351 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='者', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:48,366 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:48,382 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:48,397 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='亚', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:48,413 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='历', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:48,428 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='山', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:48,444 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='大', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:48,459 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='·', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:48,475 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='格', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:48,490 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='雷', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:48,505 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='厄', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:48,521 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='姆', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:48,536 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='·', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:48,552 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='贝尔', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:48,567 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:48,586 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='Alexander', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:48,598 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content=' Graham', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:48,614 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content=' Bell', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:48,629 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:48,645 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:48,660 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:48,676 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='贝尔', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:48,692 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:48,711 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:48,734 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:48,741 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='7', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:48,762 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='6', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:48,786 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='年', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:48,790 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:48,805 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='月', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:48,814 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:48,837 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:48,886 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='日成功发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:48,891 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='并', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:48,930 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='申请了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:48,949 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:48,956 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='专利', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:48,975 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:48,998 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='他', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,000 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='与', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,030 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='他的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,037 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='助手', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,057 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='托', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,065 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='马', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,079 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='斯', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,097 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='·', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,108 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='沃', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,125 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='森', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,139 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,158 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='Thomas', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,173 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content=' Watson', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,188 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,204 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='一起', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,220 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='进行了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,230 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='首次', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,247 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='成功的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,262 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,277 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='通话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,293 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,308 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='贝尔', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,327 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,342 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,355 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='基于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,373 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='他对', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,389 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='声音', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,404 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='传输', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,420 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='的研究', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,435 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,451 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='他', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,462 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='设计', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,478 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,493 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,509 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='系统', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,524 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='能够', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,539 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='将', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,555 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='声音', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,571 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='振动', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,586 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='转换', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,601 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='为', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,617 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='电信', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,632 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='号', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,648 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='进行', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,663 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='远', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,679 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='距离', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,696 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='传输', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,712 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,728 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='虽然', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,745 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='当时', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,762 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='也有', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,778 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='其他', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,794 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,811 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='家', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,827 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='如', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,844 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='伊', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,860 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='莱', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,876 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='沙', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,893 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='·', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,909 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='格', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,926 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='雷', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,942 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,958 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='E', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,975 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='lish', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:49,991 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='a', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,008 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content=' Gray', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,024 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,041 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,057 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='安东尼', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,074 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='奥', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,090 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='·', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,106 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='梅', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,123 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='乌', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,139 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='奇', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,155 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,172 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='Ant', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,188 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='onio', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,205 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content=' Me', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,221 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='ucci', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,238 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,254 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='等人', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,270 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='也在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,287 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='研究', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,303 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='类似', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,320 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='的技术', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,336 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,352 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='但', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,369 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='贝尔', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,385 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='被认为是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,402 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='第一个', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,418 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='获得', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,435 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,451 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='专利', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,472 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='并', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,484 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='成功', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,501 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='实现', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,517 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='商业化', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,533 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='应用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,550 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='的人', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,566 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,583 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='因此', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,599 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,615 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='贝尔', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,632 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='被', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,649 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='广泛', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,665 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='认为', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,681 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,698 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,714 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,730 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,747 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='者', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,763 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,780 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='贝尔', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,796 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,812 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='这项', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,829 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,845 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='彻底', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,862 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='改变了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,878 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='人类', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,894 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,911 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='通信', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,927 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='方式', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,944 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,961 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='为', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,977 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='现代', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:50,993 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='电信', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:51,009 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='技术', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:51,026 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='的发展', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:51,042 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='奠定了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:51,058 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='基础', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:51,075 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:51,093 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2b9cc7ab372247b98d88a6aa79a60315', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762323708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:51,762 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:51,764 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='根据', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:51,779 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='您', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:51,795 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='提供的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:51,810 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:51,826 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='内容', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:51,841 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:51,860 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='我', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:51,872 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='无法', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:51,888 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='直接', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:51,903 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='回答', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:51,919 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='"', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:51,934 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='地球上', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:51,949 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='最大的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:51,964 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='哺乳', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:51,980 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='动物', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:51,995 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='是什么', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,011 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='"', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,026 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='这个问题', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,041 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,057 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='因为', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,072 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='您', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,088 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='给出', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,103 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='的知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,118 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='内容', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,134 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='中', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,150 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='没有', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,165 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='包含', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,180 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='关于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,196 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='地球', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,211 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='哺乳', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,226 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='动物', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,242 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='大小', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,258 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='的信息', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,273 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,288 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='不过', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,304 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,319 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='我可以', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,335 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='基于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,351 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='通用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,366 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,381 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='来', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,396 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='回答', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,412 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='这个问题', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,427 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='：\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,443 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,459 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='地球上', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,474 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='最大的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,490 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='哺乳', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,505 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='动物', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,521 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,537 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='蓝', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,552 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='鲸', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,567 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,583 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,598 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='蓝', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,614 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='鲸', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,629 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,644 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='目前已', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,660 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='知', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,675 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,691 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='地球上', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,706 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='最大的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,722 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='动物', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,737 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,753 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='也是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,768 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='最大的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,784 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='哺乳', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,799 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='动物', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,815 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,830 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='成', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,845 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='年', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,861 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='蓝', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,876 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='鲸', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,892 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,907 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='体', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,923 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='长', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,938 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='可达', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,953 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,969 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:52,984 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='米', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,000 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,015 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='约', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,030 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,046 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,061 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,076 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='英', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,092 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='尺', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,107 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='），', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,122 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='体重', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,138 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='可', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,153 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='达到', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,169 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,185 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,202 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,218 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='吨', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,234 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='以上', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,251 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,267 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='蓝', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,284 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='鲸', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,300 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='不仅', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,317 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,333 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='体型', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,350 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='上', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,366 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='巨大', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,383 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='，在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,399 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='声音', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,416 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='传播', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,432 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='方面', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,449 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='也很', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,465 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='出色', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,481 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,498 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='它们', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,514 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,531 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='叫声', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,547 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='可以在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,564 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='海洋', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,580 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='中', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,597 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='传播', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,613 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='数百', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,629 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='公里', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,646 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,663 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='需要注意', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,679 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='的是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,695 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,712 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='虽然', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,729 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='蓝', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,745 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='鲸', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,761 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,778 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='现存', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,794 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='最大的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,811 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='哺乳', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,827 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='动物', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,844 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,860 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='但', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,877 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='已', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,893 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='灭', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,910 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='绝', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,926 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,943 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='某些', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,959 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='史', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,976 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='前', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:53,993 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='哺乳', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:54,009 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='动物', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:54,025 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='可能', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:54,042 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='更大', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:54,059 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:54,075 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='比如', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:54,091 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='一些', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:54,108 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='恐龙', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:54,124 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='时代的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:54,141 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='巨型', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:54,157 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='哺乳', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:54,174 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='动物', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:54,191 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:54,208 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='但在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:54,224 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='现代', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:54,242 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='生物', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:54,259 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='中', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:54,276 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:54,292 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='蓝', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:54,309 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='鲸', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:54,326 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='无疑是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:54,342 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='最大的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:54,359 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='哺乳', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:54,376 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='动物', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:54,392 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:54,409 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-315b1a71d1f64abb99fbb1fa29c1f2a5', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762323711, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,091 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,093 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='Python', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,107 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='中', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,122 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='列表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,138 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,154 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,169 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,184 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='的主要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,200 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='区别', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,215 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='如下', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,231 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='：\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,246 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='##', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,261 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,277 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,292 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,307 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,323 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='可', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,338 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='变', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,354 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='性', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,369 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='**\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,384 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,399 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,415 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='列表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,431 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,446 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='List', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,461 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,477 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,492 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,507 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='可', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,523 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='变', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,538 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,554 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='mutable', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,570 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='），', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,585 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='创建', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,600 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='后', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,616 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='可以', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,631 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='修改', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,646 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,662 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='添加', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,677 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,693 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='删除', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,708 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='元素', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,724 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,739 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,754 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,773 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,786 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,801 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,816 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='Tuple', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,832 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,848 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,864 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,878 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='不可', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,894 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='变', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,909 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,925 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='immutable', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,940 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='），', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,956 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='创建', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,971 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='后', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:55,987 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='不能', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,002 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='修改', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,017 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,033 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='```', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,048 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='python', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,064 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,079 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='#', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,094 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,109 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' 列', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,125 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,140 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='示', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,156 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='例', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,171 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,187 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='my', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,202 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='_list', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,217 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' =', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,233 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' [', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,248 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,264 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,279 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,295 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,311 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,326 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,342 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,357 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=']\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,372 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='my', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,388 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='_list', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,403 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='[', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,419 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,434 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=']', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,450 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' =', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,467 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,483 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,500 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,516 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,532 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' #', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,549 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,565 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' 可', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,582 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='以', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,598 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='修改', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,615 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,631 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='my', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,648 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='_list', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,665 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='.append', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,681 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='(', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,698 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='4', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,718 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=')', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,732 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,748 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' #', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,764 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,781 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' 可', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,798 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='以', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,814 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='添加', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,831 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='元素', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,847 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,864 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='#', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,881 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,897 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' 元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,915 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,932 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='示', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,948 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='例', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,965 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,981 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='my', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:56,998 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='_tuple', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,015 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' =', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,031 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' (', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,048 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,065 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,081 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,098 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,114 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,131 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,147 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,163 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=')\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,180 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='#', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,196 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' my', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,213 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='_tuple', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,230 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='[', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,246 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,263 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=']', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,281 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' =', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,297 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,314 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,331 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,347 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,364 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' #', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,380 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,397 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' 这', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,413 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='会', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,430 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='报', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,447 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='错', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,463 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='！', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,480 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,496 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='``', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,512 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='`\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,529 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='##', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,546 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,562 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,578 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,595 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,611 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='语法', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,628 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='表示', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,645 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='**\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,662 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,678 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,695 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='列表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,711 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,728 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,744 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='使用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,761 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='方', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,777 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='括', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,794 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='号', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,810 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' `', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,827 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='[]', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,843 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='`\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,860 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,876 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,892 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,909 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,925 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,942 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,958 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='使用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,975 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='圆', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:57,991 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='括', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,008 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='号', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,024 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' `', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,041 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='()`', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,058 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' 或', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,074 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='者', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,091 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='不', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,108 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='使用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,124 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='括', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,140 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='号', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,157 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,173 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='```', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,190 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='python', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,206 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,222 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='my', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,239 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='_list', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,255 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' =', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,272 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' [', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,288 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,305 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,321 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,338 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,355 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,371 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,387 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,404 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=']\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,420 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='my', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,437 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='_tuple', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,453 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' =', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,470 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' (', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,486 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,503 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,520 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,536 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,553 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,569 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,585 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,602 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=')\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,619 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='another', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,635 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='_tuple', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,652 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' =', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,669 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,685 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,701 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,718 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,735 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,751 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,768 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,784 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,801 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,818 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' #', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,834 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' 不', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,850 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='需要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,867 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='括', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,883 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='号', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,900 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,916 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='``', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,933 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='`\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,952 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='##', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,965 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:58,982 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,001 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,014 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,031 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='性能', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,047 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='差异', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,064 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='**\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,080 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,102 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,114 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='列表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,130 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,147 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,163 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='由于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,179 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='可', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,196 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='变', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,212 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='性', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,229 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,245 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='内存', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,262 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='分配', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,278 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,295 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='操作', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,311 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='相对', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,328 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='复杂', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,344 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,361 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='性能', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,377 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='稍', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,395 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='低', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,411 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,427 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,444 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,461 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,477 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,493 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,510 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,526 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='由于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,542 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='不可', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,559 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='变', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,575 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='性', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,592 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,608 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='内存', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,624 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='占用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,642 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='更', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,658 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='少', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,674 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,691 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='访问', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,707 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='速度', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,724 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='更快', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,740 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,756 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='##', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,773 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,790 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='4', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,806 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,823 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,839 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='方法', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,856 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='支持', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,872 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='**\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,889 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,905 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,922 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='列表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,938 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,954 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,972 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='提供', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:21:59,988 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='丰富的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,004 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='修改', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,020 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='方法', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,037 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='如', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,053 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' `', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,070 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='append', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,086 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='()', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,103 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='`,', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,120 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' `', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,136 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='remove', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,152 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='()', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,169 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='`,', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,185 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' `', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,202 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='sort', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,218 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='()`', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,235 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,251 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,268 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' 等', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,284 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,301 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,317 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,334 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,350 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,367 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,384 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,400 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='只', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,416 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='支持', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,433 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='查询', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,449 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='方法', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,466 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='如', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,482 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' `', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,498 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='count', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,515 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='()', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,531 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='`,', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,548 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' `', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,565 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='index', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,581 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='()`', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,598 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,614 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='不', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,631 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='支持', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,647 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='修改', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,664 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='方法', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,681 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,697 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='```', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,713 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='python', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,730 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,746 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='my', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,763 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='_list', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,779 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' =', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,796 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' [', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,812 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,829 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,845 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,862 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,879 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,895 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,911 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,928 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=']\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,945 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='my', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,962 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='_list', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,978 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='.append', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:00,995 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='(', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,011 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='4', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,027 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=')', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,044 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,060 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' #', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,077 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,093 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='有效', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,109 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,126 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='my', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,143 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='_tuple', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,159 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' =', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,176 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' (', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,192 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,209 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,225 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,242 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,258 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,275 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,291 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,308 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=')\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,324 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='#', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,341 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' my', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,358 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='_tuple', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,374 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='.append', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,390 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='(', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,406 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='4', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,423 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=')', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,440 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,457 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' #', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,474 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,493 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='无效', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,510 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,527 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='会', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,544 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='报', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,560 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='错', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,577 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,593 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='``', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,610 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='`\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,627 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='##', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,643 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,660 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='5', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,676 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,693 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,710 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='使用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,727 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='场景', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,743 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='**\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,760 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,777 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,793 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='列表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,810 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,826 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,843 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='适合', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,859 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='需要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,876 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='频繁', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,892 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='修改', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,909 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='的数据', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,925 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='集合', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,942 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,959 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,976 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:01,992 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,008 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,025 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,042 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,058 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='适合', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,075 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='存储', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,091 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='不变', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,107 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='的数据', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,124 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,141 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='如', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,157 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='坐标', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,174 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='点', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,190 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,207 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='数据库', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,223 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='记录', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,240 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='等', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,257 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,273 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='##', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,291 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,306 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='6', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,323 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,341 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,357 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='安全性', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,374 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='**\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,390 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,407 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,424 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,440 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,457 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,474 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,491 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='由于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,507 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='不可', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,524 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='变', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,540 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='性', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,557 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='，在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,574 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='多', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,591 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='线', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,608 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='程', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,624 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='环境中', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,641 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='更', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,657 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='安全', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,674 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,690 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,708 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,724 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='列表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,741 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,757 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,774 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,791 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='多', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,807 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='线', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,824 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='程', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,841 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='环境中', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,858 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='需要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,874 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='额外', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,891 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,908 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='同步', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,924 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='机制', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,941 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,958 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='总的来说', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,974 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:02,991 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='选择', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:03,008 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='列表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:03,024 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='还是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:03,041 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:03,057 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:03,073 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='主要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:03,090 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='取决于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:03,106 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='数据', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:03,124 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='是否', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:03,139 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='需要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:03,156 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='修改', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:03,172 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='以及', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:03,189 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='对', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:03,205 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='性能', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:03,222 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='的要求', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:03,238 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:03,256 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c0450f4bf91e4034b91ca5f23e256d20', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762323715, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:03,970 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:03,971 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='根据', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:03,984 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='历史', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,000 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='学', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,016 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='界的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,031 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='普遍', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,047 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='认知', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,062 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,077 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='第一次', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,093 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='工业', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,108 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='革命', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,124 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='开始', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,139 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,156 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,170 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,185 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,201 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='世纪', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,216 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='中', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,231 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='后期', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,247 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,263 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,278 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='大约', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,293 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,309 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,324 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,340 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='7', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,356 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='6', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,372 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,387 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='年代', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,402 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,418 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='左右', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,433 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,449 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='具体', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,464 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='来说', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,480 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='：\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,496 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,512 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='开始', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,526 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='时间', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,542 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,557 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,573 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,589 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,604 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='世纪', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,619 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='6', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,634 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,650 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='年代', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,665 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,681 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='约', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,696 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,712 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='7', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,728 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='6', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,744 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,759 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='年', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,774 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='左右', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,790 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='）\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,806 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,821 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='结束', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,836 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='时间', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,852 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,867 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,883 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,898 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='9', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,914 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='世纪', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,929 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='中期', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,945 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,960 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='约', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,976 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:04,991 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,010 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='4', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,022 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,037 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='年', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,053 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='左右', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,069 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='）\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,084 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,103 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='主要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,115 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='标志', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,131 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,146 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='：\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,162 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,177 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,193 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,208 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content=' 纺', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,224 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='织', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,240 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='业', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,255 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='的技术', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,271 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='革新', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,286 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,302 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='特别是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,317 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='珍', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,333 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='妮', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,349 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='纺', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,364 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='纱', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,381 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='机', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,397 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,414 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,431 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,448 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,464 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='7', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,482 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='6', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,499 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='9', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,515 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='年', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,532 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='）\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,548 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,566 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,581 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,599 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content=' 蒸', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,616 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='汽', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,633 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='机', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,650 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,667 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='改进', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,684 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,700 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='广泛应用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,717 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,733 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='瓦', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,750 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='特', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,766 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='改良', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,783 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='蒸汽', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,799 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='机', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,816 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,832 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,849 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='7', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,866 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,883 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,899 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='年', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,917 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='）\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,932 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,949 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,966 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='机械化', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,982 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='生产', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:05,999 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='方式', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,015 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,031 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='兴起', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,048 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,064 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,081 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='发', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,097 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='源', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,114 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='地', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,131 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,147 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,164 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='英国', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,180 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,197 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,214 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='初期', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,230 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='领域', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,246 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,263 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,282 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='纺织', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,296 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='业', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,312 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,329 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='冶金', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,345 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='业', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,362 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,379 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='煤炭', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,395 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='业', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,411 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='等', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,428 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,444 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='第一次', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,461 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='工业', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,479 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='革命', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,494 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='标志着', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,510 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='人类', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,527 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='从', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,543 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='手工', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,560 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='劳动', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,576 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='向', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,593 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='机器', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,610 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='生产的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,626 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='重大', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,643 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='转变', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,660 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,676 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='为', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,696 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='后来', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,713 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,729 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='第二次', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,746 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='工业', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,759 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='革命', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,775 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='奠定了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,792 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='基础', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,808 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,825 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='这场', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,841 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='革命', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,858 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='不仅', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,874 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='改变了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,892 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='生产', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,907 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='方式', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,924 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,940 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='也', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,957 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='深刻', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,973 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='影响', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:06,990 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:07,007 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='社会', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:07,023 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='结构', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:07,039 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:07,056 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='城市', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:07,075 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='化进程', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:07,088 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:07,104 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='人们', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:07,120 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='的生活', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:07,136 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='方式', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:07,152 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:07,168 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b64f6e8cb9846cd889551ce8f491500', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762323723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:07,890 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:07,892 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='水', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:07,907 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:07,923 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='化学', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:07,938 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='式', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:07,953 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:07,967 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:07,982 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='H', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:07,997 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='₂', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,013 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='O', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,027 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,042 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,057 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='详细', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,072 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='解释', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,087 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='：\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,101 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,116 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,131 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,147 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content=' 水', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,161 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='分子', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,176 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='由', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,191 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,206 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='个', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,221 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='氢', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,236 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='原子', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,251 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,266 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='H', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,281 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,296 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,311 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,326 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='个', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,341 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='氧', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,356 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='原子', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,371 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,386 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='O', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,402 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,416 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='组成', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,431 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,446 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,461 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,476 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content=' 化', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,491 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='学', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,506 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='式', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,521 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='中的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,537 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='下', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,551 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='标', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,566 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='数字', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,581 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='表示', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,596 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='原子', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,611 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='的数量', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,626 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,642 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='H', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,656 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='₂', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,671 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='表示', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,689 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='有', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,701 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,716 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='个', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,731 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='氢', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,746 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='原子', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,761 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,776 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='O', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,790 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='表示', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,805 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='有', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,820 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,835 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='个', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,850 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='氧', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,865 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='原子', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,880 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,896 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,910 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,924 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,940 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content=' 水', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,954 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='分子', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,969 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='中', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,984 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='氢', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:08,999 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='原子', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,014 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,029 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='氧', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,044 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='原子', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,059 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='通过', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,074 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='共', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,089 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='价', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,104 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='键', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,120 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='结合', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,136 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,150 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,165 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,179 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content=' 这', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,195 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='个', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,210 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='化学', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,225 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='式', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,240 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='准确', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,255 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='地', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,271 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='描述', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,287 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,302 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='水', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,318 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='分子', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,335 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='的基本', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,350 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='组成', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,366 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='结构', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,382 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,398 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='需要注意', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,414 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='的是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,430 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,446 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='虽然', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,462 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='我们', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,478 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='通常', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,494 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='说', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,510 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='"', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,526 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='水', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,542 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='"', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,558 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,573 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='但在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,589 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='化学', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,606 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='上', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,621 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,637 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='H', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,652 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='₂', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,668 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='O', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,684 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,700 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='水', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,716 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='分子', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,733 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,748 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='准确', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,764 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='化学', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,780 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='表示', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,796 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:22:09,812 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b768ddbf9a024684a6211d331586e689', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762323727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:18,294 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:18,295 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='根据', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:18,296 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='历史', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:18,305 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='记录', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:18,318 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:18,334 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:18,349 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:18,367 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:18,383 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='者', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:18,398 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:18,415 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:18,430 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='亚', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:18,445 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='历', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:18,457 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='山', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:18,471 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='大', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:18,486 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='·', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:18,501 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='格', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:18,516 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='雷', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:18,531 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='厄', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:18,546 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='姆', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:18,561 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='·', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:18,576 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='贝尔', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:18,591 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:18,606 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='Alexander', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:18,621 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content=' Graham', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:18,636 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content=' Bell', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:18,650 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:18,669 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:18,680 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:18,699 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='贝尔', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:18,712 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:18,725 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:18,740 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:18,755 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='7', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:18,770 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='6', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:18,785 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='年', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:18,800 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:18,815 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='月', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:18,829 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:18,843 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:18,859 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='日', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:18,874 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='成功', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:18,888 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:18,902 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='并', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:18,917 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='申请', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:18,933 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:18,948 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:18,966 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='专利', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:18,980 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:18,991 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='他', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,009 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='与', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,024 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='他的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,039 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='助手', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,050 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='托', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,069 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='马', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,080 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='斯', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,094 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='·', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,109 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='沃', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,124 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='森', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,139 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,154 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='Thomas', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,169 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content=' Watson', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,184 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,199 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='一起', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,214 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='进行了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,229 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='首次', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,243 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='成功的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,258 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,277 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='通话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,288 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,307 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='贝尔', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,317 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,337 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,347 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='基于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,367 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='他对', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,377 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='声音', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,396 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='传输', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,408 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='的研究', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,426 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,441 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='他', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,456 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='最初', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,471 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='是为了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,483 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='帮助', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,498 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='聋', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,513 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='哑', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,528 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='人', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,542 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='而', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,556 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='研究', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,571 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='声', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,589 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='学', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,603 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,619 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='语音', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,630 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='传输', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,646 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='技术', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,660 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,678 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='需要注意', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,689 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='的是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,706 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,720 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='关于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,736 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,755 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,771 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,784 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='争议', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,803 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='一直', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,814 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='存在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,834 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,847 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='虽然', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,859 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='贝尔', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,874 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='获得了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,888 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='第一个', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,904 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,921 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='专利', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,936 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,951 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='但', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,967 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='也有', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,983 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='其他', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:19,999 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,014 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='家', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,030 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='如', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,042 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='伊', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,056 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='莱', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,075 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='沙', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,090 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='·', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,106 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='格', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,122 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='雷', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,137 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,153 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='E', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,169 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='lish', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,182 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='a', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,196 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content=' Gray', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,210 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,225 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,240 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='安东尼', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,255 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='奥', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,271 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='·', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,287 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='梅', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,303 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='乌', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,319 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='奇', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,336 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,350 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='Ant', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,367 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='onio', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,385 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content=' Me', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,402 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='ucci', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,416 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,433 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='也', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,449 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='独立', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,462 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='地', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,480 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='进行了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,496 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='类似', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,508 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='的研究', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,525 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='工作', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,542 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,559 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='不过', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,570 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,588 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='由于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,603 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='贝尔', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,619 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='率先', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,635 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='提交', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,651 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,667 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='专利', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,681 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='申请', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,701 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='并', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,713 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='成功', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,729 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='进行了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,745 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='实用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,761 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='化的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,777 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='演示', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,793 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,808 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='因此', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,825 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='他', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,840 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='被', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,856 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='公', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,872 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='认为', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,888 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,903 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,919 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,935 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='者', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,951 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,967 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='贝尔', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,984 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:20,998 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='这项', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:21,014 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:21,030 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='彻底', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:21,046 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='改变了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:21,062 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='人类', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:21,078 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:21,094 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='通信', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:21,109 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='方式', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:21,125 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:21,141 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='为', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:21,157 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='现代', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:21,173 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='电信', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:21,189 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='事业', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:21,208 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='奠定了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:21,224 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='基础', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:21,240 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:21,257 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-2cf469b15e184a5bb542fd9db4c97be5', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762323918, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:21,994 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:21,996 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='根据', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,009 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='您', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,024 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='提供的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,039 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,054 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='内容', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,069 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,083 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='我', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,102 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='无法', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,113 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='直接', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,127 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='回答', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,142 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='"', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,156 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='地球上', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,172 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='最大的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,187 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='哺乳', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,201 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='动物', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,216 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='是什么', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,231 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='"', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,246 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='这个问题', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,261 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,276 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='因为', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,291 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='您', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,306 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='给出', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,320 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='的知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,341 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='内容', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,351 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='中', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,365 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='没有', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,380 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='包含', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,395 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='关于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,412 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='地球', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,429 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='哺乳', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,443 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='动物', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,459 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='大小', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,474 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='的信息', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,488 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,503 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='不过', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,518 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,533 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='我可以', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,548 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='基于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,563 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='我的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,578 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='通用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,593 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,608 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='来', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,622 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='回答', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,637 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='这个问题', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,652 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='：\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,670 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='地球上', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,681 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='最大的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,700 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='哺乳', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,713 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='动物', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,726 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,741 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,759 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='蓝', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,770 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='鲸', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,785 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,801 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,815 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='蓝', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,830 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='鲸', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,845 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='的一些', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,859 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='详细', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,874 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='信息', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,888 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='：\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,903 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,918 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,933 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='体型', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,948 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,963 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,978 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='成', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:22,993 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='年', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,007 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='蓝', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,021 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='鲸', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,037 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='长度', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,051 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='可达', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,066 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,081 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,095 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='米', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,110 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,125 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='约', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,140 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,155 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,170 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,186 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='英', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,199 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='尺', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,214 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='），', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,229 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='重量', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,244 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='可达', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,259 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,273 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,288 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,303 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='吨', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,318 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,334 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,348 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,363 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='栖', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,379 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='息', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,395 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='地', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,412 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,428 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,444 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='生活在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,459 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='世界各地', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,474 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,491 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='海洋', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,507 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='中', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,523 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,538 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,554 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,570 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='食', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,586 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='性', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,602 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,618 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,634 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='主要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,649 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='以', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,665 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='磷', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,681 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='虾', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,697 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='为', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,712 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='食', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,729 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,747 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,763 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,779 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='特征', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,795 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,811 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,827 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='拥有', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,842 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='巨大的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,858 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='心脏', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,874 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,890 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='约', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,905 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='有', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,921 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='汽车', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,937 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='那么', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,953 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='大', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,969 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='），', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:23,985 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='叫声', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:24,001 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='可以', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:24,017 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='传播', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:24,032 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='数百', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:24,048 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='公里', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:24,064 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:24,079 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='蓝', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:24,095 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='鲸', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:24,112 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='不仅是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:24,127 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='现存', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:24,143 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='最大的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:24,159 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='哺乳', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:24,174 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='动物', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:24,190 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:24,206 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='也是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:24,222 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='地球', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:24,238 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='上有', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:24,254 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='史', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:24,269 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='以来', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:24,285 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='最大的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:24,301 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='动物', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:24,317 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:24,333 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-aa166f642c0c40b2bb0997513416432b', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762323921, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,097 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,099 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='Python', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,120 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='中', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,135 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='列表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,150 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,165 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,180 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,194 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='的主要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,210 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='区别', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,224 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='如下', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,239 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='：\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,254 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='##', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,268 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,283 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,298 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,313 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,328 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='可', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,343 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='变', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,358 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='性', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,372 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='**\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,387 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,402 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,417 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='列表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,431 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,447 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='List', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,461 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,476 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,491 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,506 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='可', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,521 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='变', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,537 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,554 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='mutable', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,570 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='），', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,581 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='创建', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,596 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='后', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,611 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='可以', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,626 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='修改', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,640 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,655 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='添加', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,671 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,687 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='删除', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,704 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='元素', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,719 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,734 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,749 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,764 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,778 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,793 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,809 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='Tuple', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,825 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,841 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,856 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,870 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='不可', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,885 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='变', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,900 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,915 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='immutable', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,930 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='），', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,945 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='创建', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,960 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='后', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,974 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='不能', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:25,990 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='修改', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,004 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,019 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='```', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,034 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='python', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,049 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,064 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='#', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,079 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,093 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' 列', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,110 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,124 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='示', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,138 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='例', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,153 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,168 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='my', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,182 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='_list', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,197 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' =', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,212 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' [', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,227 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,242 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,257 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,272 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,287 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,301 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,316 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,331 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=']\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,346 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='my', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,361 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='_list', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,377 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='[', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,391 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,406 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=']', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,422 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' =', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,438 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,454 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,470 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,486 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,502 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' #', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,518 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,534 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' 可', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,549 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='以', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,565 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='修改', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,581 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,597 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='my', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,612 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='_list', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,628 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='.append', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,645 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='(', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,660 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='4', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,676 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=')', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,692 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,708 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' #', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,724 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,740 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' 可', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,756 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='以', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,772 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='添加', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,788 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='元素', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,803 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,819 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='#', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,835 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,851 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' 元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,867 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,883 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='示', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,898 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='例', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,914 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,931 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='my', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,946 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='_tuple', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,962 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' =', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,978 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' (', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:26,993 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,013 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,025 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,042 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,058 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,073 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,090 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,105 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=')\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,121 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='#', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,137 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' my', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,153 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='_tuple', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,169 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='[', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,185 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,201 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=']', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,217 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' =', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,233 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,249 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,265 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,281 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,296 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' #', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,312 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,328 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' 这', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,345 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='会', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,361 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='报', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,376 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='错', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,392 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='！', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,408 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,424 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='``', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,440 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='`\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,456 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='##', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,473 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,488 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,504 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,520 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,536 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='语法', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,552 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='表示', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,568 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='**\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,583 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,599 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,615 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='列表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,631 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,647 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,663 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='使用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,679 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='方', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,694 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='括', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,713 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='号', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,726 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' `', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,742 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='[]', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,758 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='`\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,774 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,790 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,805 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,822 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,837 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,853 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,869 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='使用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,885 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='圆', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,900 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='括', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,916 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='号', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,932 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' `', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,948 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='()`', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,964 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,980 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='或', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:27,996 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='省', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,012 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='略', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,027 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='括', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,043 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='号', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,059 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,075 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='```', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,091 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='python', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,107 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,123 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='my', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,139 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='_list', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,155 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' =', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,170 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' [', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,186 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,202 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,218 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,234 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,250 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,266 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,282 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,298 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=']\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,313 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='my', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,330 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='_tuple', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,346 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' =', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,362 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' (', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,377 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,393 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,409 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,425 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,441 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,457 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,473 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,489 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=')\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,505 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='another', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,521 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='_tuple', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,537 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' =', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,552 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,568 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,584 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,603 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,616 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,632 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,651 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,664 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,679 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,695 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' #', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,711 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,727 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,744 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' 省', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,760 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='略', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,775 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='括', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,791 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='号', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,807 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='也是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,823 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,839 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,855 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,871 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='``', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,886 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='`\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,902 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='##', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,919 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,934 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,950 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,966 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,982 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='性能', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:28,998 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='差异', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,014 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='**\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,030 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,045 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,062 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='列表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,077 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,093 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,109 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='由于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,125 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='可', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,142 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='变', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,157 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='性', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,173 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,189 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='内存', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,205 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='分配', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,221 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,237 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='操作', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,253 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='相对', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,268 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='复杂', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,287 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,303 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='性能', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,319 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='稍', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,335 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='低', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,350 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,367 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,382 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,398 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,414 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,430 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,446 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,462 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='由于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,478 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='不可', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,494 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='变', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,510 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='性', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,525 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,542 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='内存', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,558 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='使用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,575 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='更', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,591 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='高效', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,610 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,623 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='访问', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,638 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='速度', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,654 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='更快', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,670 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,686 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='##', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,702 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,718 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='4', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,733 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,750 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,766 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='方法', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,782 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='支持', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,798 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='**\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,814 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,830 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,849 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='列表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,861 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,877 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,893 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='提供', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,909 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='丰富的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,925 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='修改', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,941 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='方法', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,957 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='如', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,972 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' `', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:29,988 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='append', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,004 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='()', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,020 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='`,', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,036 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' `', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,052 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='remove', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,068 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='()', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,083 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='`,', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,099 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' `', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,115 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='sort', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,131 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='()`', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,150 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,163 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,179 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' 等', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,198 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,210 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,226 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,245 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,261 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,274 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,289 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,309 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='只', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,321 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='支持', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,339 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='查询', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,353 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='方法', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,373 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='如', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,386 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' `', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,403 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='count', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,416 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='()', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,432 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='`,', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,449 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' `', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,465 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='index', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,480 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='()`', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,496 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,512 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='不', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,528 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='支持', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,544 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='修改', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,560 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='方法', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,576 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,593 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='```', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,612 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='python', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,627 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,646 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='my', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,667 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='_list', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,681 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' =', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,699 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' [', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,718 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,737 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,754 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,772 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,790 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,809 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,826 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,845 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=']\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,863 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='my', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,881 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='_list', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,899 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='.append', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,917 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='(', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,935 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='4', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,950 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=')', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,966 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,982 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' #', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:30,998 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,014 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='有', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,030 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='此', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,046 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='方法', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,062 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,078 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='my', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,093 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='_tuple', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,109 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' =', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,125 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' (', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,141 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,160 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,173 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,189 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,208 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,220 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,237 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,252 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=')\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,268 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='#', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,284 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' my', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,303 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='_tuple', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,315 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='.append', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,331 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='(', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,347 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='4', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,363 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=')', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,379 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,395 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' #', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,411 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,430 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,443 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' 没', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,458 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='有', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,478 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='此', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,490 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='方法', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,506 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,522 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='``', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,538 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='`\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,554 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='##', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,573 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,586 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='5', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,601 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,617 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,633 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='使用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,649 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='场景', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,665 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='**\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,681 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,697 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,713 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='列表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,729 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,744 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,760 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='适合', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,776 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='需要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,792 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='频繁', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,808 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='修改', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,824 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='的数据', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,840 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='集合', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,855 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,871 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,887 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,903 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,919 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,935 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,951 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,967 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='适合', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,983 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='存储', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:31,998 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='不变', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,014 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='的数据', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,030 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,046 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='如', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,062 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='坐标', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,078 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,093 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='数据库', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,109 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='记录', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,126 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='等', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,142 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,157 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='##', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,173 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,189 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='6', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,205 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,221 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,237 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='安全性', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,252 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='**\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,271 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,284 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,300 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,319 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,336 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,347 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,364 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='由于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,386 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='不可', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,395 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='变', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,411 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='性', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,427 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='，在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,443 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='多', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,458 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='线', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,475 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='程', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,490 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='环境中', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,506 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='更', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,522 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='安全', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,538 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,554 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,570 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,586 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='列表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,603 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,619 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,636 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,651 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='多', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,667 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='线', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,685 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='程', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,700 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='环境下', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,715 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='需要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,730 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='额外', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,746 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,762 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='同步', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,778 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='机制', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,794 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,810 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='总的来说', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,827 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,846 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='选择', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,859 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='列表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,875 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='还是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,891 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,907 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,923 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='主要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,939 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='取决于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,955 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='数据', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,971 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='是否', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:32,990 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='需要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:33,003 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='修改', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:33,019 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='以及', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:33,035 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='对', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:33,051 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='性能', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:33,067 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='的要求', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:33,083 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:33,100 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-94b59b9750234be0bcbe254cf60577d0', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762323925, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:33,866 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:33,867 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='根据', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:33,881 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='历史', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:33,899 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='学', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:33,915 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='界的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:33,925 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='普遍', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:33,945 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='认知', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:33,955 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:33,974 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='第一次', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:33,986 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='工业', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,004 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='革命', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,015 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='开始', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,034 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,045 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,060 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,075 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,090 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='世纪', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,105 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='中', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,120 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='后期', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,135 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,149 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,164 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='大约', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,179 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,194 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,209 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,224 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='7', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,238 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='6', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,253 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,269 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='年代', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,283 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='至', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,298 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,313 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='7', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,328 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,343 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,358 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='年代', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,372 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,387 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='之间', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,402 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,417 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='具体', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,432 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='来说', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,451 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='：\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,462 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,480 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='开始', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,495 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='时间', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,510 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,521 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,537 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,551 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,570 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='世纪', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,581 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='6', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,597 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,612 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='年代', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,630 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='左右', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,641 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,656 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='约', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,673 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,686 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='7', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,701 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='6', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,717 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,732 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='年', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,746 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='）\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,761 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,777 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,791 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='以', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,806 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='英国', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,821 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,836 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='纺织', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,851 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='业', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,866 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='技术', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,884 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='革新', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,896 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='为', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,911 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='标志', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,926 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,940 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,955 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content=' 最', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,970 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='早', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:34,985 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='出现在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,000 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='纺织', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,015 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='部门', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,030 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,045 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='特别是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,060 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='棉', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,075 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='纺织', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,090 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='业', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,105 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,120 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,135 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='主要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,150 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='特征', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,165 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,184 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='：\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,195 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,210 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,226 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,243 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content=' 蒸', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,262 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='汽', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,274 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='机', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,293 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,309 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,325 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,341 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='应用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,354 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,369 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='瓦', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,385 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='特', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,402 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='改良', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,417 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='蒸汽', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,433 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='机', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,453 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,469 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,484 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='7', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,497 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='6', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,516 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='9', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,532 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='年', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,548 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='）\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,564 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,580 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,596 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='机器', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,612 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='生产', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,628 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='代替', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,640 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='手工', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,656 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='劳动', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,672 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,688 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,704 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,720 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content=' 工', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,736 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='厂', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,753 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='制度', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,774 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,791 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='建立', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,808 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,824 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,837 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,856 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='从', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,869 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='农业', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,885 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='社会', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,901 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='向', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,917 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='工业', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,933 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='社会', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,949 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='转变', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,965 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:35,982 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,001 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='地理', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,015 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='起点', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,031 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,047 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,063 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='英国', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,079 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,094 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,114 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,130 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content=' 英', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,147 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='国', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,160 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='具备', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,178 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,194 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='进行', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,210 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='工业', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,226 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='革命', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,241 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,258 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='有利', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,272 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='条件', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,289 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,306 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='丰富的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,320 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='煤炭', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,337 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='资源', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,355 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,377 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='充足的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,384 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='资本', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,405 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,413 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='广阔的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,435 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='海外市场', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,445 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,461 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='稳定', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,478 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='的政治', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,494 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='环境', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,509 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='等', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,526 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,544 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='因此', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,557 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,573 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='第一次', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,589 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='工业', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,605 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='革命', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,620 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='通常', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,636 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='被', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,652 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='界定', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,668 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='为', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,684 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='从', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,700 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,716 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,733 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='世纪', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,749 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='6', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,764 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,784 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='年代', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,802 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='开始', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,816 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,839 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='持续', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,855 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='到', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,864 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,880 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='9', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,893 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='世纪', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,912 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='中期', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,928 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,944 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,960 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='人类', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,976 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='历史上', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:36,990 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='第一次', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:37,006 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='重大', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:37,023 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='技术', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:37,036 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='革命', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:37,052 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:37,068 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1faff563eb304fabb2a2dd79fd2f831f', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762323933, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:37,797 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:37,799 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='水', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:37,812 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:37,827 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='化学', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:37,842 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='式', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:37,858 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:37,872 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:37,886 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='H', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:37,905 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='₂', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:37,916 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='O', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:37,931 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:37,946 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:37,965 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='详细', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:37,976 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='解释', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:37,990 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='：\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,005 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,019 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,034 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,051 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content=' 水', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,064 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='分子', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,079 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='由', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,095 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,110 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='个', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,126 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='氢', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,141 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='原子', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,158 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,175 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='H', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,190 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,206 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,222 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,237 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='个', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,253 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='氧', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,268 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='原子', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,284 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,300 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='O', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,315 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,331 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='组成', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,346 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,362 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,377 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,393 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content=' 化', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,409 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='学', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,424 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='式', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,440 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='中的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,455 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='下', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,471 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='标', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,486 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='数字', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,502 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='表示', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,517 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='原子', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,533 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='的数量', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,549 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,568 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,580 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='个', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,596 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='氢', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,615 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='原子', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,627 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,642 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,661 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='个', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,676 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='氧', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,691 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='原子', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,704 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,721 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,732 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,748 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,766 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content=' 水', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,780 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='分子', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,795 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='中', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,810 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='氢', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,824 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='原子', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,836 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,851 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='氧', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,869 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='原子', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,884 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='通过', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,895 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='共', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,910 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='价', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,925 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='键', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,940 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='结合', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,955 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,972 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,984 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:38,999 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content=' 这', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:39,017 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='个', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:39,029 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='化学', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:39,045 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='式', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:39,059 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='准确', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:39,077 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='地', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:39,092 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='描述', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:39,104 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:39,124 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='水', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:39,132 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='分子', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:39,148 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='的基本', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:39,161 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='组成', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:39,181 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='结构', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:39,192 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:39,209 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='需要注意', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:39,226 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='的是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:39,242 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:39,256 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='虽然', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:39,275 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='化学', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:39,289 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='式', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:39,307 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='写作', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:39,322 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='H', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:39,341 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='₂', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:39,352 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='O', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:39,370 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:39,386 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='但在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:39,406 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='不同的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:39,421 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='语', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:39,433 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='境', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:39,451 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='下', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:39,466 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='也可能', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:39,481 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='看到', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:39,495 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='H', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:39,512 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='-O', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:39,529 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='-H', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:39,542 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='这样的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:39,558 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='结构', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:39,573 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='式', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:39,589 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='来', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:39,605 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='表示', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:39,621 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='水', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:39,640 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='分子', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:39,652 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='的空间', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:39,671 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='排列', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:39,684 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:25:39,700 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ee7b365944c24b699324d2d7ad832ade', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762323937, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:52,536 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:52,538 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='根据', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:52,539 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='历史', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:52,549 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='记录', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:52,563 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:52,579 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:52,594 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:52,609 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:52,624 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='者', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:52,639 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:52,654 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:52,668 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='亚', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:52,683 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='历', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:52,698 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='山', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:52,712 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='大', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:52,727 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='·', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:52,742 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='格', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:52,757 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='雷', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:52,772 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='厄', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:52,786 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='姆', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:52,801 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='·', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:52,816 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='贝尔', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:52,831 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:52,846 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='Alexander', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:52,860 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content=' Graham', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:52,875 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content=' Bell', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:52,890 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:52,905 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:52,919 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:52,933 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='贝尔', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:52,949 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:52,963 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:52,977 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:52,993 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='7', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,007 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='6', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,023 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='年', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,037 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,052 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='月', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,067 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,081 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,096 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='日', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,111 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='成功', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,126 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,141 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='并', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,155 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='申请', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,170 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,184 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,198 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='专利', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,214 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,228 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='他', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,243 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='与', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,258 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='他的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,273 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='助手', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,286 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='托', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,302 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='马', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,317 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='斯', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,331 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='·', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,346 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='沃', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,361 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='森', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,375 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,390 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='Thomas', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,405 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content=' Watson', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,420 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,434 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='一起', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,449 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='进行了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,464 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='历史上', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,478 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='第一次', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,493 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='成功的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,508 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,522 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='通话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,537 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,552 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='贝尔', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,566 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,580 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,596 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='基于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,610 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='他对', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,625 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='声音', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,640 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='传输', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,655 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='的研究', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,669 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,684 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='他', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,698 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='最初', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,713 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='是为了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,728 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='帮助', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,743 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='听力', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,758 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='障碍', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,773 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='人士', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,787 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='而', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,801 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='研究', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,817 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='声音', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,831 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,847 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='传输', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,863 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='技术', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,878 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,893 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='需要注意', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,913 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='的是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,925 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,941 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='关于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,956 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,971 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:53,987 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,003 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='争议', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,019 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='一直', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,034 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='存在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,050 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,065 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='因为', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,081 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='同时', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,099 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='期', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,116 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='还有', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,132 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='其他', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,147 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,164 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='家', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,179 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='如', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,195 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='伊', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,211 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='莱', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,228 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='沙', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,244 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='·', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,259 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='格', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,275 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='雷', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,291 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,310 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='E', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,321 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='lish', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,337 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='a', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,352 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content=' Gray', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,369 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,384 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='也', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,400 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='独立', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,415 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='地', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,431 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='进行了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,447 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='类似', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,462 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='的研究', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,478 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='工作', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,494 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,510 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='但', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,526 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='贝尔', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,541 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='因其', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,561 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='率先', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,573 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='申请', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,588 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='专利', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,603 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='并在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,619 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='实际', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,635 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='应用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,650 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='中', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,666 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='取得', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,682 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='成功', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,698 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='而', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,714 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='被', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,729 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='广泛', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,746 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='认为', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,763 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,780 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,796 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,813 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,829 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='者', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,843 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,864 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='贝尔', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,874 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,892 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='这项', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,905 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,925 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='彻底', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,937 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='改变了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,953 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='人类', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,968 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:54,983 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='通信', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:55,000 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='方式', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:55,015 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:55,030 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='为', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:55,047 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='现代', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:55,064 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='电信', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:55,080 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='事业', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:55,097 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='奠定了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:55,112 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='基础', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:55,125 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:55,142 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-28bd87dbd5894dc494ce91b1dae38a58', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762324072, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:55,889 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:55,891 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='根据', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:55,909 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='您', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:55,922 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='提供的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:55,939 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:55,953 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='内容', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:55,968 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:55,983 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='我', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:55,997 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='无法', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,012 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='直接', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,027 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='回答', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,045 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='"', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,056 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='地球上', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,070 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='最大的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,085 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='哺乳', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,100 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='动物', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,118 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='是什么', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,133 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='"', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,148 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='这个问题', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,163 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,180 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='因为', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,196 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='您', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,207 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='给出', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,222 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='的知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,236 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='内容', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,250 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='中', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,265 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='没有', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,280 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='包含', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,296 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='关于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,313 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='地球', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,329 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='哺乳', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,340 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='动物', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,354 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='大小', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,368 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='的信息', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,383 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,398 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='不过', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,412 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,427 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='我可以', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,442 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='基于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,457 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='我的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,471 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='通用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,486 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,500 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='来', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,515 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='回答', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,530 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='这个问题', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,545 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='：\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,560 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,574 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='地球上', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,589 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='最大的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,603 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='哺乳', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,631 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='动物', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,633 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,647 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='蓝', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,662 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='鲸', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,676 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,691 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,706 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='蓝', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,720 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='鲸', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,735 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,750 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='目前已', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,765 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='知', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,779 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='地球上', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,795 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='最大的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,810 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='哺乳', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,825 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='动物', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,840 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,854 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='也是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,869 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='地球', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,884 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='上有', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,898 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='史', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,913 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='以来', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,928 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='最大的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,943 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='动物', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,958 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,973 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='成', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:56,987 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='年', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,001 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='蓝', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,017 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='鲸', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,032 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,046 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='体', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,061 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='长', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,076 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='可达', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,090 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,105 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='5', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,120 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,135 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,150 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,165 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='米', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,180 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,194 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='体重', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,209 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='可达', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,224 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,239 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,255 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,270 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,286 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,305 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='5', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,317 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,333 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='吨', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,349 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,368 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='它们', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,379 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='生活在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,396 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='海洋', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,411 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='中', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,426 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,442 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='以', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,459 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='磷', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,475 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='虾', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,491 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='为主要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,507 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='食物', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,523 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,539 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='蓝', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,555 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='鲸', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,571 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='不仅', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,586 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,602 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='现存', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,618 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='哺乳', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,633 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='动物', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,649 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='中', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,668 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='体型', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,680 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='最大', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,695 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='，在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,713 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='整个', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,730 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='动物', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,743 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='界', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,763 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='中', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,774 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='也是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,790 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='体型', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,806 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='最大的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,821 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='动物', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,837 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,853 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='如果您', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,872 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='需要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,884 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='更', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,900 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='详细', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,915 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='的信息', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,930 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='或者', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,947 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='有', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,964 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='其他', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,979 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='问题', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:57,997 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='，请', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:58,013 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='随时', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:58,028 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='告诉我', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:58,042 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:58,058 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-4e39ed0f8cd742348dfee59558ffe25a', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762324075, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:58,784 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:58,786 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='Python', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:58,801 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='中', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:58,816 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='列表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:58,832 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:58,847 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:58,862 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:58,878 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='的主要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:58,892 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='区别', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:58,910 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='如下', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:58,922 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='：\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:58,937 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='##', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:58,951 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:58,969 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:58,980 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:58,995 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,010 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='可', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,025 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='变', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,040 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='性', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,055 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='**\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,068 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,084 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,098 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='列表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,113 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,127 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='List', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,142 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,157 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,172 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,190 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='可', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,200 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='变', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,216 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,234 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='mutable', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,245 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='），', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,260 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='创建', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,274 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='后', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,289 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='可以', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,304 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='修改', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,318 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,333 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='添加', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,347 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,361 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='删除', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,377 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='元素', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,392 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,410 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,421 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,436 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,450 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,465 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,480 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='Tuple', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,494 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,509 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,524 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,538 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='不可', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,554 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='变', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,568 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,583 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='immutable', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,597 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='），', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,612 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='创建', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,631 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='后', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,642 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='不能', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,657 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='修改', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,671 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,686 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='```', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,701 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='python', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,716 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,734 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='#', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,746 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,760 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' 列', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,790 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,792 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='示', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,804 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='例', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,819 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,838 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='my', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,849 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='_list', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,863 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' =', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,878 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' [', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,893 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,911 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,923 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,937 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,952 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,967 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,982 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:27:59,996 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=']\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:00,012 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='my', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:00,026 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='_list', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:00,041 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='[', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:00,055 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:00,070 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=']', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:00,086 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' =', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:00,102 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:00,117 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:00,133 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:00,149 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:00,164 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' #', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:00,180 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:00,196 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' 可', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:00,211 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='以', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:00,227 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='修改', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:00,243 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:00,258 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='my', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:00,274 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='_list', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:00,292 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='.append', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:00,308 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='(', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:00,323 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='4', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:00,339 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=')', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:00,354 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:00,370 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' #', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:00,386 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:00,402 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' 可', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:00,418 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='以', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:00,434 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='添加', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:00,450 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='元素', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:00,465 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:00,481 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='#', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:00,497 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:00,513 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' 元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:00,528 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:00,544 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='示', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:00,560 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='例', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:00,576 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:00,591 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='my', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:00,607 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='_tuple', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:00,623 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' =', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:00,638 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' (', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,785 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,787 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,788 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,789 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,791 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,792 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,793 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,794 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=')\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,796 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='#', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,797 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' my', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,798 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='_tuple', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,799 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='[', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,800 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,801 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=']', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,802 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' =', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,803 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,803 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,804 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,805 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,806 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' #', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,807 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,807 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' 这', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,808 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='会', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,809 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='报', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,810 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='错', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,810 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='！', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,811 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,811 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='``', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,812 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='`\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,812 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='##', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,813 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,814 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,814 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,815 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,815 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='语法', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,816 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='表示', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,816 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='**\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,817 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,817 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,818 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='列表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,818 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,819 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,819 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='使用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,820 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='方', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,820 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='括', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,821 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='号', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,821 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' `', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,822 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='[]', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,822 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='`\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,823 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,823 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,824 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,824 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,824 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,825 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,825 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='使用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,826 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='圆', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,826 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='括', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,827 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='号', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,827 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' `', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,828 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='()`', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,828 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,829 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='或', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,829 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='省', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,830 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='略', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,830 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='括', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,830 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='号', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,831 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,831 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='```', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,832 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='python', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,833 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,833 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='my', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,834 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='_list', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,834 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' =', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,834 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' [', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,835 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,835 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,836 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,836 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,837 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,837 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,838 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,838 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=']\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,838 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='my', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,839 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='_tuple', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,839 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' =', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,840 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' (', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,840 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,841 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,841 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,842 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,842 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,843 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,843 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,843 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=')\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,844 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='another', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,844 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='_tuple', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,845 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' =', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,845 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,846 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,846 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,847 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,847 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,848 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,848 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,849 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,849 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,850 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' #', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,850 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,851 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,851 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' 省', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,851 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='略', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,852 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='括', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,852 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='号', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,853 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='也是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,853 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,854 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,854 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,855 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='``', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,855 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='`\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,856 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='##', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,856 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,856 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,857 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,857 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,858 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='性能', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,858 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='差异', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,859 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='**\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,859 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,860 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,860 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='列表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,861 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,861 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,861 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='由于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,862 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='可', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,862 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='变', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,863 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='性', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,863 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,864 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='内存', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,864 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='分配', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,865 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,866 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='操作', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,866 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='相对', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,866 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='复杂', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,867 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,867 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='性能', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,868 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='稍', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,868 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='低', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,869 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,869 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,870 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,870 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,870 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,871 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,871 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,872 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='由于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,872 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='不可', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,873 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='变', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,873 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='性', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,874 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,874 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='内存', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,875 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='占用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,875 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='更', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,875 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='少', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,876 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,876 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='访问', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,877 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='速度', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,877 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='更快', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,878 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,878 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='##', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,879 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,879 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='4', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,880 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,880 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,881 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='方法', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,881 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='支持', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,882 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='**\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,882 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,883 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,883 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='列表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,884 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,884 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,885 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='提供', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,885 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='丰富的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,885 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='修改', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,886 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='方法', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,886 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='如', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,887 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' `', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,887 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='append', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,888 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='()', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,888 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='`,', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,889 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' `', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,889 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='remove', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,889 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='()', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,890 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='`,', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,890 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' `', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,891 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='sort', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,891 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='()`', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,892 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,892 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,893 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' 等', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,893 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,894 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,894 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,894 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,895 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,895 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,896 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,896 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='只', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,897 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='支持', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,897 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='查询', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,898 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='方法', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,898 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='如', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,899 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' `', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,899 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='count', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,900 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='()', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,900 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='`,', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,901 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' `', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,901 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='index', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,902 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='()`', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,902 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,903 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='不', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,903 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='支持', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,904 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='修改', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,904 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='方法', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,904 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,905 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='```', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,905 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='python', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,906 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,906 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='my', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,907 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='_list', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,907 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' =', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,908 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' [', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,908 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,908 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,909 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,909 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,910 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,910 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,911 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,911 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=']\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,912 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='my', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,912 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='_list', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,913 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='.append', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,913 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='(', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,914 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='4', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,914 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=')', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,915 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,915 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' #', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,916 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,916 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='有', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,917 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='此', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,917 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='方法', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,917 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,918 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='my', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,918 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='_tuple', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,919 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' =', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,919 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' (', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,920 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,920 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,921 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,921 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,921 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,922 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,922 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,923 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=')\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,923 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='#', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,924 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' my', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,924 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='_tuple', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,925 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='.append', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,925 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='(', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,925 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='4', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,926 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=')', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,926 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,927 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' #', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,927 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,928 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,928 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' 没', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,929 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='有', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,929 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='此', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,930 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='方法', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,930 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,931 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='``', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,931 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='`\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,932 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='##', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,932 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,933 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='5', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,933 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,934 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,934 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='使用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,935 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='场景', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,935 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='**\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,936 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,936 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,936 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='列表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,937 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,937 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,938 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='适合', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,938 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='需要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,939 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='频繁', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,939 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='修改', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,940 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='的数据', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,940 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='集合', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,940 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,941 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,941 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,942 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,943 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,943 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,944 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,944 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='适合', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,945 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='存储', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,945 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='不变', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,945 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='的数据', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,946 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,946 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='如', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,947 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='坐标', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,947 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='点', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,948 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,949 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='数据库', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,949 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='记录', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,949 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='等', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,950 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,950 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='##', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,951 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,951 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='6', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,952 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,952 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,953 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='安全性', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,953 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='**\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,953 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,954 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,954 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,955 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,955 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,956 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,956 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='由于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,957 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='不可', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,957 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='变', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,958 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='性', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,958 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='，在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,958 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='多', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,959 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='线', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,959 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='程', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,960 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='环境中', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,960 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='更', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,961 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='安全', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,961 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,962 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,962 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,963 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='列表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,963 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,964 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,964 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,965 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='多', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,965 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='线', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,966 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='程', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,966 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='环境下', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,967 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='需要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,967 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='额外', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,968 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,968 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='同步', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,968 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='机制', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,969 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,969 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='总的来说', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,970 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,970 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='选择', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,971 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='列表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,971 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='还是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,972 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,972 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,973 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='主要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,973 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='取决于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,973 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='数据', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,974 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='是否', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,974 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='需要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,975 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='修改', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,975 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='以及', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,976 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='对', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,976 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='性能', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,977 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='的要求', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,977 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:15,978 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-edc09076bce54ff5b9d410170dc80472', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762324078, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:16,736 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:16,738 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='根据', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:16,751 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='历史', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:16,766 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='学', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:16,780 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='界的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:16,796 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='普遍', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:16,812 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='认知', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:16,828 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:16,844 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='第一次', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:16,860 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='工业', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:16,875 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='革命', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:16,891 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='开始', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:16,907 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:16,923 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:16,939 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:16,955 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:16,971 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='世纪', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:16,986 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='中', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,000 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='后期', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,016 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,032 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,047 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='大约', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,063 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,078 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,094 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,110 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='7', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,125 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='6', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,140 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,156 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='年代', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,171 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,186 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='左右', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,201 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,215 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='具体', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,230 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='来说', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,245 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='：\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,259 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,280 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='开始', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,289 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='时间', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,303 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,318 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,333 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='约', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,349 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,363 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='7', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,377 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='6', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,392 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,407 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='年代', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,421 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,437 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,451 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='结束', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,466 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='时间', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,481 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,496 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,510 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='约', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,525 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,539 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,555 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='4', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,569 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,583 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='年代', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,599 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,615 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,630 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='主要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,645 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='发', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,660 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='源', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,675 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='地', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,690 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,705 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,720 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='英国', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,734 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,749 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='第一次', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,764 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='工业', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,779 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='革命', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,794 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,809 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='标志性', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,824 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='事件', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,839 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='包括', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,857 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='：\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,868 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,883 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,898 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,913 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='7', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,929 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='6', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,942 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='4', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,959 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='年', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,972 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='珍', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:17,987 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='妮', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,002 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='纺', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,016 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='纱', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,031 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='机', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,046 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,060 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,075 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,090 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,106 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,121 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,137 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='7', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,153 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,168 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='4', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,184 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='年', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,200 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='瓦', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,215 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='特', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,231 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='改良', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,247 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='蒸汽', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,262 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='机', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,278 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,294 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='投入使用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,309 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,325 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,341 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,356 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,372 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,388 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,403 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='4', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,420 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='年', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,435 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='斯', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,451 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='蒂', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,467 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='芬', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,483 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='森', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,499 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,515 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='蒸汽', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,531 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='机', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,547 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='车', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,563 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,578 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='这场', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,594 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='革命', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,610 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='首先', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,626 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='从', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,642 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='英国', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,658 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,674 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='纺织', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,689 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='业', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,705 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='开始', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,721 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,737 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='随后', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,753 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='扩展', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,768 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='到', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,784 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='采矿', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,800 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,816 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='冶金', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,832 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,848 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='交通运输', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,864 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='等多个', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,879 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='领域', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,895 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,911 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='标志着', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,927 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='人类', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,943 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='社会', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,958 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='从', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,974 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='手工', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:18,990 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='生产', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:19,005 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='向', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:19,021 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='机器', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:19,037 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='生产的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:19,052 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='重大', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:19,068 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='转变', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:19,084 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:19,100 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-86a080ab8b60484eac9028ec5c4e7300', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762324096, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:19,832 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:19,834 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='水', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:19,847 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:19,862 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='化学', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:19,877 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='式', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:19,892 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:19,906 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:19,922 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='H', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:19,936 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='₂', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:19,951 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='O', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:19,965 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:19,980 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:19,995 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='详细', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,010 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='解释', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,024 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='：\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,039 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,054 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,068 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,083 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content=' 水', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,098 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='分子', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,113 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='由', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,127 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,142 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='个', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,157 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='氢', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,172 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='原子', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,187 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,201 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='H', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,216 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,231 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,245 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,260 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='个', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,275 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='氧', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,290 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='原子', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,304 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,319 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='O', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,334 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,349 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='组成', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,363 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,378 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,393 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,408 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content=' 化', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,422 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='学', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,437 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='式', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,452 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='H', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,466 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='₂', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,481 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='O', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,496 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='表示', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,510 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='每个', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,525 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='水', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,540 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='分子', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,555 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='中含有', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,569 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,584 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='个', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,599 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='氢', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,614 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='原子', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,629 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,643 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,658 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='个', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,673 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='氧', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,687 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='原子', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,702 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,717 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,732 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,747 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content=' 这', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,763 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='种', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,776 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='分子', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,791 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='结构', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,806 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='使得', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,821 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='水', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,835 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='具有', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,850 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='独特的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,866 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='物理', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,880 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,895 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='化学', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,909 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='性质', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,924 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,939 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='如', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,954 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='高', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,968 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='沸', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,983 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='点', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:20,998 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:21,013 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='良好的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:21,027 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='溶', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:21,042 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='剂', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:21,057 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='能力', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:21,071 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='等', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:21,086 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:21,101 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:21,115 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:21,130 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:21,145 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content=' 水', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:21,160 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:21,175 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='生命', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:21,191 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='存在的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:21,208 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='基础', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:21,222 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='物质', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:21,238 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:21,253 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='也是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:21,269 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='地球上', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:21,285 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='最常见的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:21,300 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='化合物', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:21,316 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='之一', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:28:21,332 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-582c1b2fc5354cb1940a593756448917', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762324099, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:40,514 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:40,515 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='根据', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:40,517 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='您', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:40,526 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='提供的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:40,544 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:40,560 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='内容', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:40,576 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:40,593 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='其中', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:40,609 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='并未', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:40,625 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='包含', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:40,642 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='关于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:40,658 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='“', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:40,674 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='谁', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:40,690 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:40,706 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:40,722 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:40,738 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='”的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:40,754 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='相关信息', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:40,771 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:40,787 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='该', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:40,804 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='文档', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:40,820 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='主要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:40,837 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='介绍', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:40,853 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='的是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:40,870 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='《', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:40,887 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='智能', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:40,904 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='建筑工程', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:40,920 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='质量', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:40,936 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='验收', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:40,952 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='规范', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:40,969 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='》', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:40,986 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='GB', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,002 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='5', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,018 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,034 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,050 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,066 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='9', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,082 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,098 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,114 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,130 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,146 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,162 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,178 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='修订', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,194 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='说明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,210 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,226 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='章节', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,242 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='结构', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,258 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='及', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,274 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='内容', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,290 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='概述', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,307 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,322 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='重点', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,338 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='在于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,354 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='智能', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,370 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='建筑工程', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,386 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='的质量', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,402 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='验收', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,418 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='标准', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,434 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='和技术', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,450 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='要求', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,467 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='，并', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,482 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='未', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,498 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='涉及', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,514 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,530 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,546 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='的历史', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,562 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='背景', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,578 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='或', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,595 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='人物', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,611 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,627 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='###', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,643 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,659 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content=' 准', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,675 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='确', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,691 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='答案', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,707 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='：\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,723 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,739 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,755 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='是由', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,772 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='亚', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,787 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='历', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,803 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='山', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,819 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='大', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,835 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='·', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,851 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='格', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,867 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='雷', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,883 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='厄', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,900 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='姆', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,915 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='·', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,931 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='贝尔', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,948 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,964 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='Alexander', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,980 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content=' Graham', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:41,995 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content=' Bell', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,011 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,028 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,043 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,059 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,075 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='**\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,092 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='###', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,108 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,124 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content=' 补', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,140 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='充', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,156 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='说明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,172 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='：\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,188 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,204 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,220 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,236 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='时间', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,252 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,268 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,284 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,300 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,316 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='7', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,332 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='6', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,348 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='年', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,364 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='。\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,380 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,396 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,412 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='关键', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,428 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='事件', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,443 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,459 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,475 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='贝尔', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,491 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,507 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,523 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,539 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='7', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,555 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='6', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,571 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='年', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,587 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,603 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='月', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,619 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,635 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,651 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='日', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,667 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='成功', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,683 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='进行了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,699 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='人类', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,715 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='历史上', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,731 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='第一次', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,748 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='通过', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,763 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,779 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='进行', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,795 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,811 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='语音', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,828 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='通话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,843 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='。\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,859 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,875 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,891 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='专利', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,907 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='申请', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,923 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,939 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,956 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='同年', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,972 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='他', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:42,987 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='获得了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,003 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='美国', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,019 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='专利', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,035 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='局', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,051 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='颁发', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,066 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,082 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,098 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='专利', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,114 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,130 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='No', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,146 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,162 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,178 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,193 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='7', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,209 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='4', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,225 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,241 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='4', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,257 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='6', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,273 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='5', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,289 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,305 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='。\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,321 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,337 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,353 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='其他', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,369 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='贡献', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,384 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,400 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,416 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='除了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,432 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,448 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,464 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='外', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,480 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,496 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='贝尔', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,512 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='还', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,528 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='对', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,544 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='听力', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,560 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='学', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,581 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,592 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='航空', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,607 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='科学', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,623 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='等领域', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,639 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='有所', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,655 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='贡献', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,671 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,687 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='如果您', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,703 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='需要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,720 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='了解更多', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,735 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='关于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,750 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,766 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='发展', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,782 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='史', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,798 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='或其他', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,814 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='相关', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,830 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,846 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='，请', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,862 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='告知', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,879 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='我', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,895 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,911 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='我可以', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,927 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='为您提供', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,943 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='更', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,959 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='全面', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,975 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='的信息', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:43,991 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:30:44,009 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9b16ad4d7e644353a87e2462907bb34a', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762324240, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:06,880 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:06,882 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='根据', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:06,903 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='您', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:06,921 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='提供的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:06,939 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:06,957 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='内容', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:06,975 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:06,993 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='我', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,011 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='无法', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,028 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='准确', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,046 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='回答', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,064 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='关于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,081 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='Python', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,099 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='中', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,117 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='列表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,134 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,152 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,170 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,187 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='主要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,205 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='区', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,223 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='别的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,240 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='问题', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,258 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,275 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='您', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,293 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='提供的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,324 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,340 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='内容', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,356 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='主要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,371 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='涉及', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,387 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='：\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,403 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,419 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,435 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,450 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content=' 综', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,466 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='合', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,482 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='布', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,498 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='线', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,514 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='系统的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,530 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='测试', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,546 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='要求', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,562 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,577 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,593 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,609 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,625 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,641 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='5', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,656 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,672 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,688 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,704 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,720 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,736 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='6', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,751 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='条', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,767 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='）\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,783 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,799 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,815 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,830 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content=' 功能', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,846 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='房间', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,862 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='清单', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,878 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='相关', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,894 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='操作', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,910 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='流程', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,926 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,942 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,958 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,974 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:07,991 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content=' 客', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,007 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='户', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,023 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='管理系统', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,039 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='的新', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,055 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='建', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,071 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='流程', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,087 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,103 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='这些', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,119 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='内容', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,134 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='与', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,150 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='Python', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,166 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='编程', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,182 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='语言', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,198 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='中的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,214 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='数据', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,230 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='类型', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,246 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='差异', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,261 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='无关', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,277 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,293 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='不过', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,309 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='我可以', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,325 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='为您', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,341 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='详细', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,357 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='解释', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,372 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='Python', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,389 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='中', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,405 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='列表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,420 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,439 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,452 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,468 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='的主要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,484 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='区别', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,500 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='：\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,516 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='##', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,531 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content=' Python', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,547 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='中', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,564 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='列表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,579 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,595 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,611 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,627 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='的主要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,642 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='区别', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,659 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='：\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,674 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='###', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,690 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,706 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,722 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,738 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,754 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='可', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,770 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='变', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,786 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='性', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,802 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='**\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,817 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,834 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,849 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='列表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,865 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,881 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='List', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,897 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,913 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,929 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,945 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='可', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,961 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='变', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,977 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='对象', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:08,992 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,008 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='创建', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,024 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='后', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,040 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='可以', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,056 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='修改', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,072 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,088 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='添加', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,103 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,119 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='删除', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,135 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='元素', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,151 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,167 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,183 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,199 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,215 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,230 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,246 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='Tuple', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,262 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,278 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,294 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,310 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='不可', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,325 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='变', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,342 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='对象', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,357 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,373 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='创建', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,389 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='后', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,405 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='不能', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,422 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='修改', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,437 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,453 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='###', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,469 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,484 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,500 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,516 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,532 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='语法', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,548 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='表示', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,564 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='**\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,579 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,595 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,611 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='列表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,627 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,643 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,659 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,675 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='方', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,690 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='括', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,706 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='号', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,722 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='`', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,738 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='[]', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,754 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='`', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,770 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='表示', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,786 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,802 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='如', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,817 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='`', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,833 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='[', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,849 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,865 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,881 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,896 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,912 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,928 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,944 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,960 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content=']', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,976 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='`\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:09,992 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,008 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,024 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,039 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,055 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,071 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,087 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,103 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='圆', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,119 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='括', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,135 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='号', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,151 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='`', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,167 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='()`', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,182 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='表示', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,199 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,214 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='如', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,230 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='`(', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,246 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,262 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,278 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,293 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,309 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,329 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,341 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,357 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content=')', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,373 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='`\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,389 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='###', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,405 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,420 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,436 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,452 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,468 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='性能', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,483 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='**\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,499 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,515 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,531 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='列表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,547 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,563 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,580 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='由于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,596 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='可', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,612 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='变', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,628 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='性', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,644 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,660 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='操作', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,676 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='相对', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,692 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='慢', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,707 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='一些', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,724 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,740 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,757 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,774 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,790 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,807 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,824 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,841 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='由于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,858 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='不可', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,875 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='变', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,892 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='性', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,908 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,925 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='访问', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,941 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='速度', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,957 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='更快', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,974 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:10,990 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='内存', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,006 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='占用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,022 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='更', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,039 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='少', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,055 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,072 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='###', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,088 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,104 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='4', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,121 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,136 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,153 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='方法', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,170 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='支持', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,186 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='**\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,202 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,218 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,234 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='列表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,250 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,266 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,286 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='支持', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,299 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='丰富的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,316 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='修改', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,333 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='方法', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,350 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='如', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,366 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='`', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,383 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='append', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,400 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='()', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,417 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='`,', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,433 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content=' `', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,450 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='remove', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,467 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='()', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,484 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='`,', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,501 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content=' `', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,518 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='sort', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,535 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='()`', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,551 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='等', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,568 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,585 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,601 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,618 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,636 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,653 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,672 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,688 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='只', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,705 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='支持', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,721 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='查询', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,737 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='方法', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,753 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='如', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,770 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='`', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,786 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='count', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,801 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='()', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,817 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='`,', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,833 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content=' `', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,849 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='index', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,865 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='()`', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,881 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='等', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,897 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,913 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='###', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,929 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,945 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='5', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,961 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,977 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:11,993 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='使用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,009 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='场景', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,025 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='**\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,041 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,056 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,072 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='列表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,088 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,104 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,120 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='适合', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,137 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='需要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,152 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='频繁', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,168 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='修改', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,184 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='的数据', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,200 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='集合', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,216 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,232 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,248 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,264 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,280 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,295 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,311 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,328 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='适合', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,344 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='存储', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,360 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='不变', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,375 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='的数据', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,391 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,407 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='如', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,423 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='坐标', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,439 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,455 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='配置', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,471 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='信息', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,487 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='等', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,502 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,518 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='如果您', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,535 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='需要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,550 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='了解', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,566 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='综合', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,582 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='布', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,598 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='线', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,614 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='系统', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,630 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='或', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,646 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='客户', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,661 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='管理', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,677 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='系统的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,693 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='相关内容', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,709 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,725 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='我可以', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,741 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='基于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,757 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='您', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,773 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='提供的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,790 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,803 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='内容', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,820 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='来', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,836 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='回答', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,852 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:12,868 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-e190d956e7614bd39f7e464f23f79253', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762324266, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,006 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,008 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='第一次', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,022 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='工业', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,039 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='革命', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,055 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='开始', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,071 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,087 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,102 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,119 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,136 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='世纪', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,154 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='末', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,166 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='期', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,182 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,198 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,214 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='大约', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,230 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,246 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,262 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,278 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='7', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,294 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='6', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,310 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,326 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='年代', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,342 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,358 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='至', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,374 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,389 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,406 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,422 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='4', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,438 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,454 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='年代', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,470 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,485 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='之间', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,501 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,517 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='它', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,533 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='起', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,552 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='源于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,566 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='英国', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,582 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='，并', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,597 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='逐渐', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,614 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='扩展', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,629 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='到', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,645 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='欧洲', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,661 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,677 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='北美', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,693 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='地区', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,712 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,725 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='###', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,741 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,757 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='详细', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,774 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='背景', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,790 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='：\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,806 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,821 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,837 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,853 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='时间', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,870 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='范围', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,885 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,902 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='：\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,917 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='  ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,933 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content=' -', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,949 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,965 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='一般', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,981 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='认为', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:14,997 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='第一次', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,013 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='工业', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,029 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='革命', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,045 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='始于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,061 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,077 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,093 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='7', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,109 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='6', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,125 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,141 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='年代', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,157 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,173 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='左右', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,189 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='。\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,205 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='  ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,221 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content=' -', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,237 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content=' 结', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,253 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='束', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,269 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='时间', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,285 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='大致', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,301 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,317 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,333 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,349 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,365 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='4', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,381 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,396 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='年代', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,412 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,429 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,444 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='标志着', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,461 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='从', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,476 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='手工', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,492 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='生产', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,508 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='向', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,524 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='机器', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,540 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='生产的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,557 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='转变', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,572 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='基本', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,588 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='完成', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,604 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,620 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,637 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,652 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,668 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='起源', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,684 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='地', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,700 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,716 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='：\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,732 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='  ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,747 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content=' -', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,763 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,779 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content=' 工', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,795 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='业', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,811 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='革命', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,827 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='最早', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,843 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='发生在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,859 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,875 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='英国', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,891 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,907 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,923 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='因其', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,939 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='具备', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,955 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,971 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='发展', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:15,987 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='工业', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,003 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='所需的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,019 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='条件', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,035 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,051 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='如', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,067 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='丰富的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,083 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='煤炭', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,098 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='资源', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,114 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,131 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='充足的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,147 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='资本', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,163 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,179 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='劳动力', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,194 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='以及', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,210 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='稳定的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,226 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='政', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,242 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='局', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,258 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='等', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,274 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,290 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,306 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,322 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,338 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='关键', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,354 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='特征', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,370 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,386 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='：\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,402 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='  ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,418 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content=' -', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,434 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content=' 使用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,451 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,466 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='蒸汽', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,482 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='机', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,498 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,514 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='作为', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,530 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='动力', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,546 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='源', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,562 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,578 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='推动', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,594 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='纺织', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,610 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,626 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='冶金', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,642 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,658 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='交通运输', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,674 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='等行业', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,690 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='的发展', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,706 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='；\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,722 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='  ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,739 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content=' -', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,755 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,771 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content=' 手', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,787 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='工', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,802 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='劳动', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,819 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='被', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,834 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='机械化', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,850 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='替代', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,866 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='；\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,882 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='  ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,898 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content=' -', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,914 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,930 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,947 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content=' 城', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,964 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='市', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,981 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='化进程', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:16,997 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='加快', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,014 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,030 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='大量', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,046 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='人口', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,062 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='从', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,078 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='农村', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,094 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='迁', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,110 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='移到', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,126 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='城市', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,144 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='；\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,162 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='  ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,174 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content=' -', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,190 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,206 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content=' 社', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,222 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='会', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,238 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='结构', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,254 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='发生', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,270 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='重大', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,286 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='变化', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,302 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,318 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='资产', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,334 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='阶级', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,350 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='与', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,366 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='无', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,382 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='产', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,397 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='阶级', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,413 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='逐渐', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,429 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='形成', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,445 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,461 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='4', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,477 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,493 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,509 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='重要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,525 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,541 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='和技术', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,557 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='进步', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,576 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,592 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='：\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,605 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='  ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,621 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content=' -', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,636 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,652 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,668 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content=' 詹', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,684 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='姆', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,700 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='斯', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,716 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='·', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,732 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='哈', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,748 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='格', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,764 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='里', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,780 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='夫', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,796 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='斯', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,812 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,828 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,844 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='“', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,860 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='珍', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,876 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='妮', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,892 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='纺', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,908 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='纱', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,924 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='机', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,940 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='”', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,956 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,972 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:17,988 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='7', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,003 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='6', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,020 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='9', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,036 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='年', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,055 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,069 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='；\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,085 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='  ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,102 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content=' -', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,117 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,135 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,149 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content=' 瓦', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,165 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='特', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,182 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='改良', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,198 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='蒸汽', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,214 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='机', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,230 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,246 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,262 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='7', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,278 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,294 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,310 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='年', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,326 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,343 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='；\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,358 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='  ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,374 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content=' -', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,390 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,406 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,422 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content=' 铁', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,438 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='路', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,454 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='运输', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,471 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='的发展', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,487 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,503 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='如', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,520 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,535 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,551 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,567 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='5', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,583 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='年', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,599 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='第一条', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,614 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='客运', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,631 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='铁路', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,651 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='开通', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,663 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,679 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='；\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,696 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='  ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,712 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content=' -', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,730 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,745 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,762 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content=' 纺', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,778 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='织', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,791 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='业', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,810 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,822 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='采矿', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,838 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='业', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,858 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,874 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='冶金', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,890 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='业', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,902 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='的技术', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,918 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='革新', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,934 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,950 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='因此', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,966 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,983 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='第一次', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:18,999 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='工业', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:19,015 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='革命', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:19,031 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:19,047 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='人类', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:19,063 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='历史上', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:19,079 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='一次', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:19,095 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='深刻的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:19,111 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='经济', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:19,127 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='和社会', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:19,143 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='变革', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:19,159 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:19,175 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='其', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:19,191 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='核心', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:19,207 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='是从', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:19,223 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='农业', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:19,242 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='社会', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:19,258 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='向', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:19,271 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='工业', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:19,287 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='社会', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:19,303 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='过渡', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:19,319 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='的重要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:19,335 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='阶段', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:19,351 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:19,368 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-29c71c0653224d9a9a89f1dfa54ed2a0', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762324273, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:20,436 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:20,438 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='根据', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:20,459 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='您', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:20,476 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='提供的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:20,492 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:20,508 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='内容', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:20,524 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:20,540 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='我', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:20,556 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='无法', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:20,573 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='找到', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:20,588 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='关于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:20,605 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='水', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:20,623 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:20,638 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='化学', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:20,654 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='式', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:20,670 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='的信息', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:20,686 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:20,698 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='不过', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:20,718 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='我可以', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:20,734 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='为您提供', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:20,747 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='准确', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:20,765 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='的答案', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:20,782 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='：\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:20,795 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='水', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:20,813 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:20,826 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='化学', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:20,842 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='式', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:20,858 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:20,874 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:20,890 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='H', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:20,906 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='₂', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:20,925 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='O', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:20,941 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:20,957 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:20,970 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='详细', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:20,986 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='解释', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,001 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='：\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,021 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,032 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,049 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,065 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content=' 水', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,081 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='分子', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,100 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='由', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,113 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,128 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='个', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,146 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='氢', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,164 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='原子', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,180 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,192 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='H', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,211 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,224 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,243 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,256 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='个', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,272 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='氧', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,287 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='原子', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,303 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,320 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='O', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,336 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,352 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='组成', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,368 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,384 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,400 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,416 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,432 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content=' 每', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,448 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='个', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,464 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='水', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,481 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='分子', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,496 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='中有', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,514 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,530 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='个', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,544 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='氢', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,562 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='原子', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,576 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,592 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,611 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='个', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,627 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='氧', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,640 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='原子', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,659 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,675 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,690 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,706 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,722 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content=' 水', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,735 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='分子', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,753 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='呈', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,770 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='V', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,781 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='字', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,802 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='形', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,817 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='结构', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,833 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,850 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='氧', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,865 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='原子', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,881 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='与', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,896 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='两个', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,909 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='氢', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,925 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='原子', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,941 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='形成', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,957 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='共', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,973 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='价', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:21,989 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='键', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,005 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,021 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,037 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,053 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,069 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content=' 水', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,085 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='是一种', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,101 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='无', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,116 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='色', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,132 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,148 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='无', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,164 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='味', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,180 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,198 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='无', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,212 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='臭', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,228 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,244 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='液体', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,259 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='，在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,275 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='标准', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,291 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='条件下', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,307 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='沸', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,326 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='点', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,339 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='为', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,356 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,372 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,388 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,407 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='°C', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,422 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,439 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='冰', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,455 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='点', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,471 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='为', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,485 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,502 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='°C', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,521 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,534 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='如果您', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,550 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='需要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,566 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='了解', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,584 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='关于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,601 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='妇', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,614 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='产', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,630 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='科', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,646 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='相关', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,661 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='服务', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,677 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='内容', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,693 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='的信息', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,709 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,725 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='我很', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,741 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='乐意', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,760 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='为您', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,776 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='介绍', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,788 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,804 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='内容', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,819 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='中', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,839 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='提到', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,855 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,871 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='产', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,884 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='科', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,903 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,915 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='妇科', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,934 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,948 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='计划生育', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,963 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='科', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,983 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='等相关', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:22,999 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='服务', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:23,013 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='内容', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:23,028 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:31:23,044 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-71b52713fa824c3dbd603018d3ba335f', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762324280, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:25,608 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:25,609 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='根据', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:25,610 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='您', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:25,620 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='提供的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:25,636 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:25,653 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='内容', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:25,669 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:25,685 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='其中', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:25,700 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='并未', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:25,716 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='包含', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:25,732 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='关于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:25,748 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='“', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:25,775 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='谁', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:25,779 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:25,795 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:25,811 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:25,829 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='”的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:25,846 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='相关信息', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:25,859 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:25,875 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='该', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:25,891 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='文档', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:25,906 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='主要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:25,922 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='介绍', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:25,938 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='的是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:25,954 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='《', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:25,969 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='智能', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:25,985 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='建筑工程', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,001 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='质量', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,017 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='验收', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,036 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='规范', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,050 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='》', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,068 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='GB', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,083 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='5', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,097 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,115 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,128 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,147 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='9', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,159 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,175 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,190 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,209 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,223 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,242 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='的内容', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,255 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,271 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='包括', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,289 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='其', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,305 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='修订', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,317 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='说明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,337 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,348 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='章节', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,365 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='结构', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,380 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='及', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,397 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='各', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,415 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='章节', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,429 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='的技术', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,447 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='要求', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,463 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='等', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,476 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,495 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='与', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,510 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,523 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,539 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,554 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='者', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,574 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='无关', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,587 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,605 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='不过', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,616 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,636 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='根据', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,652 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='通用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,668 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='历史', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,684 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,700 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,712 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,732 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,744 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='是由', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,763 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='亚', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,780 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='历', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,793 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='山', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,811 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='大', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,827 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='·', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,843 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='格', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,856 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='雷', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,872 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='厄', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,887 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='姆', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,903 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='·', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,919 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='贝尔', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,935 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,951 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='Alexander', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,967 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content=' Graham', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,984 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content=' Bell', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:26,999 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,015 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,031 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,046 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,062 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,078 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='他在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,094 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,109 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,125 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='7', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,141 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='6', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,157 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='年', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,173 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='获得了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,189 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,205 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,221 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='专利', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,236 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='，并', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,252 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='成功', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,268 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='实现了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,284 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='人类', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,300 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='历史上', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,316 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='第一次', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,331 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='清晰', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,347 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,363 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='语音', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,379 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='传输', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,395 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,411 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='因此', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,426 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,442 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='虽然', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,458 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='文档', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,474 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='未', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,490 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='提及', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,506 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='此', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,521 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='问题', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,538 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,553 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='但', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,569 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='基于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,585 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='常识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,600 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='可以', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,616 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='明确', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,632 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='回答', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,648 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='：\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,664 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='>', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,680 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,696 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,711 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='是由', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,728 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='亚', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,743 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='历', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,759 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='山', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,775 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='大', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,791 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='·', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,806 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='格', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,822 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='雷', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,838 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='厄', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,853 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='姆', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,869 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='·', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,885 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='贝尔', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,901 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,916 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,933 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,948 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:27,965 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3f2fc9755dbf4f7a8441f3af8a359edd', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762324705, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,098 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,100 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='地球上', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,114 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='最大的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,130 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='哺乳', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,146 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='动物', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,162 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,177 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,198 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='蓝', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,209 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='鲸', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,225 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,241 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,256 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='Blue', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,272 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content=' Whale', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,289 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,305 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,321 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='###', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,338 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,354 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='详细', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,371 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='说明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,387 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='：\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,404 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,420 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,437 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,453 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='分类', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,469 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='与', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,486 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='特征', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,502 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,519 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='：\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,535 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='  ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,555 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content=' -', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,568 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,584 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,601 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content=' 蓝', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,617 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='鲸', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,633 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='属于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,650 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='鲸', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,666 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='目', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,683 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,700 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='C', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,715 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='et', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,733 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='acea', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,750 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='），', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,766 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,782 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='须', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,797 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='鲸', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,814 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='亚', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,829 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='目', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,845 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,861 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='M', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,877 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='yst', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,892 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='ic', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,908 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='eti', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,924 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,940 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='中', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,959 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='的一种', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,971 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='。\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:29,987 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='  ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,002 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content=' -', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,018 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,037 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content=' 它', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,053 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='们', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,068 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,081 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='目前已', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,097 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='知', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,113 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='地球上', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,129 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='体积', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,145 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='最大', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,160 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,179 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='重量', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,192 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='最', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,208 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='重', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,223 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,239 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='动物', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,255 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,271 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,286 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,304 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,318 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='体型', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,333 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='数据', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,349 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,365 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='：\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,384 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='  ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,397 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content=' -', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,412 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,431 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='体', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,446 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='长', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,463 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,479 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,494 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='成', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,506 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='年', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,522 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='蓝', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,539 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='鲸', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,554 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,570 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='平均', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,588 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='长度', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,604 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='约为', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,617 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,632 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,651 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='5', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,672 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='至', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,681 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,699 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,715 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='米', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,730 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,746 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,759 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='最长', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,774 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='可达', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,794 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,806 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,822 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,837 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='米', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,853 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='以上', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,872 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,884 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='。\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,900 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='  ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,916 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content=' -', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,932 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,947 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='体重', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,967 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,979 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:30,995 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='成', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,010 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='年', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,026 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='蓝', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,042 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='鲸', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,058 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,074 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='体重', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,089 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='通常', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,105 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,124 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,137 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,152 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,168 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,184 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='至', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,199 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,215 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='5', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,231 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,247 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='吨', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,262 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,278 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='之间', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,294 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,309 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='有些', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,325 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='个体', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,341 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='甚至', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,357 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='超过', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,373 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,389 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,404 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='7', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,420 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,435 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='吨', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,450 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,467 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,483 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,499 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,514 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,530 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='生活', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,547 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='习', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,562 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='性', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,578 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,593 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='：\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,609 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='  ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,625 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content=' -', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,640 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,656 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,672 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content=' 蓝', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,691 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='鲸', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,704 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='主要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,720 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='栖', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,735 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='息', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,751 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='在全球', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,767 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='各大', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,783 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='洋', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,798 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='中', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,814 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,830 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='尤其是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,846 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='南极', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,861 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='海域', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,877 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='。\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,893 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='  ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,909 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content=' -', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,924 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,940 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content=' 它', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,956 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='们', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,973 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='以', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:31,988 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='磷', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,003 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='虾', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,019 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='为主要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,035 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='食物', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,051 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='来源', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,066 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,082 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='每天', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,098 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='可以', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,113 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='消耗', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,129 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='多达', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,146 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,161 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='4', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,177 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='吨', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,192 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,208 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content=' 的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,224 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='磷', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,240 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='虾', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,255 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='。\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,271 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='  ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,287 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content=' -', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,303 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,318 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,334 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content=' 蓝', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,351 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='鲸', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,368 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='具有', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,384 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='迁', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,399 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='徙', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,415 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='行为', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,431 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='，在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,447 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='繁殖', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,463 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='季节', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,478 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='会', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,494 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='从', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,510 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='极', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,526 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='地', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,542 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='水域', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,557 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='游', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,573 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='向', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,589 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='热带', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,605 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='或', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,620 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='亚', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,636 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='热带', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,663 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='海域', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,667 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,683 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='4', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,699 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,715 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,731 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='保护', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,747 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='现状', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,763 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,781 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='：\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,794 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='  ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,810 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content=' -', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,825 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,841 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='由于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,857 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='历史上', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,873 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='过度', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,888 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='捕', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,907 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='杀', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,920 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,936 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='蓝', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,952 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='鲸', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,968 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='数量', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,984 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='曾', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:32,999 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='急剧', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,015 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='下降', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,031 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,047 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='现', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,063 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='已被', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,081 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='列为', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,094 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='濒', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,110 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='危', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,126 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='物种', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,142 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='。\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,157 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='  ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,174 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content=' -', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,189 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,205 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content=' 目', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,221 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='前', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,236 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='国际', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,252 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='上', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,268 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='已', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,284 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='禁止', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,300 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='商业', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,319 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='捕', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,331 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='鲸', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,348 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='活动', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,363 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,379 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='但', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,395 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='蓝', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,411 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='鲸', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,427 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='种', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,442 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='群', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,458 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='恢复', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,474 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='仍', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,490 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='需', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,505 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='长期', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,522 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='努力', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,538 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,554 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='综', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,570 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='上', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,586 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='所述', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,601 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,617 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='蓝', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,633 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='鲸', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,649 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='不仅是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,665 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='地球上', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,681 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='现存', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,696 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='最大的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,712 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='哺乳', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,728 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='动物', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,744 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,760 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='也是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,776 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='动物', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,791 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='界', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,807 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='中', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,823 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='体型', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,839 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='最为', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,855 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='庞大的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,870 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='生物', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,886 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='之一', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,902 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:33,918 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-514505567d6f4fbfbd68c1c19bf03bbb', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762324708, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:34,980 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:34,982 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='根据', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,003 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='您', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,020 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='提供的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,036 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,051 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='内容', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,067 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,083 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='我', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,099 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='无法', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,115 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='准确', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,130 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='回答', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,150 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='关于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,162 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='Python', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,178 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='中', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,193 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='列表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,209 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,225 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,241 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,256 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='主要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,272 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='区', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,288 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='别的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,303 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='问题', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,320 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,336 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='您', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,351 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='提供的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,367 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,382 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='内容', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,398 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='主要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,414 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='涉及', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,430 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='：\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,445 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,461 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,477 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,492 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=' 客', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,508 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='户', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,524 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='管理系统', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,540 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='操作', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,559 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='流程', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,572 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,587 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='B', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,603 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='MP', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,619 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='门户', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,635 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='客户', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,654 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='管理', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,666 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='）\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,685 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,702 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,713 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,734 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=' 综', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,747 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='合', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,763 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='布', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,780 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='线', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,795 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='系统的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,811 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='测试', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,826 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='要求', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,842 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,858 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,874 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,889 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,911 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=' 功能', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,922 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='房间', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,938 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='清单', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,953 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,969 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='4', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:35,985 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,000 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,016 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=' 综', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,032 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='合', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,048 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='布', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,063 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='线', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,079 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='管理', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,095 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='软件', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,110 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='功能', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,126 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,142 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='这些', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,158 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='内容', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,174 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='与', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,190 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='Python', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,205 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='编程', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,221 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='语言', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,237 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='中的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,253 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='列表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,268 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,284 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,300 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,316 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='概念', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,331 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='无关', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,351 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,367 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='不过', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,380 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,398 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='我可以', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,413 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='为您', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,429 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='详细', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,442 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='解释', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,458 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='Python', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,473 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='中', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,489 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='列表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,505 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,520 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,536 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,552 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='的主要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,568 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='区别', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,584 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='：\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,600 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,615 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='列表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,631 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,648 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='List', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,668 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,680 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,699 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,715 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,731 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,747 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='Tuple', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,759 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,775 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='的主要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,791 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='区别', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,806 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,822 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='**\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,838 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,854 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,869 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,885 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='可', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,901 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='变', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,916 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='性', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,932 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,948 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='：\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,964 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='  ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,983 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=' -', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:36,996 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,015 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=' 列', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,030 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,046 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,058 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='可', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,077 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='变', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,089 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,105 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,121 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='mutable', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,137 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='），', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,158 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='创建', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,168 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='后', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,188 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='可以', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,201 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='修改', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,217 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,233 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='添加', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,249 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='或', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,265 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='删除', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,280 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='元素', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,296 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,312 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='  ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,327 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=' -', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,344 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,359 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=' 元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,375 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,391 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,407 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='不可', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,423 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='变', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,438 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,454 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,470 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='immutable', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,486 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='），', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,502 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='创建', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,518 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='后', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,534 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='不能', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,550 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='修改', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,566 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,582 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,598 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,614 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,629 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='语法', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,645 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='表示', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,661 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,677 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='：\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,693 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='  ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,709 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=' -', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,724 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,740 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=' 列', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,756 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,772 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,788 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='方', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,804 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='括', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,819 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='号', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,852 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='[]', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,882 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='表示，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,885 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='如', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,900 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,916 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='`', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,933 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='my', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,948 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='_list', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,964 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=' =', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,980 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=' [', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:37,996 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,011 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,029 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,043 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,059 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,074 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,090 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,106 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=']', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,122 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='`\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,138 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='  ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,154 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=' -', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,169 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,185 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=' 元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,201 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,217 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,233 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='圆', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,249 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='括', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,264 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='号', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,280 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='()', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,296 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='表示', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,312 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,328 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='如', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,343 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,359 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='`', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,375 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='my', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,390 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='_tuple', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,406 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=' =', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,422 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=' (', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,441 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,454 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,469 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,492 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,533 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=', 3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,548 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=')', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,581 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='`\n\n3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,632 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,640 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,649 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='性能', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,653 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,672 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='：\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,691 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='   -', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,721 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,734 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=' 元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,747 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,762 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='由于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,794 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='不可', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,802 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='变', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,810 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='性', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,821 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='，在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,866 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='创建和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,869 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='访问', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,891 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='时', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,905 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='通常', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,916 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='比', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,929 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='列表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,944 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='更快', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,962 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,975 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='  ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:38,993 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=' -', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,009 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,025 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=' 列', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,042 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,054 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='由于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,074 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='需要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,090 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='维护', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,103 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='可', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,122 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='变', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,134 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='性', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,150 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,165 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='性能', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,181 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='相对', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,199 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='较低', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,216 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,229 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='4', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,245 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,264 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,279 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='内存', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,295 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='使用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,311 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,327 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='：\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,339 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='  ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,355 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=' -', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,371 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,386 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=' 元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,406 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,418 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='占用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,436 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='更', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,452 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='少', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,467 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,483 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='内存', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,497 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='空间', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,516 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,528 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='  ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,545 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=' -', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,561 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,577 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=' 列', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,593 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,609 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='需要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,628 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='额外', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,641 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,660 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='内存', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,673 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='来', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,692 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='支持', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,705 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='修改', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,720 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='操作', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,737 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,753 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='5', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,769 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,784 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,800 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='方法', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,816 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='支持', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,831 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,847 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='：\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,863 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='  ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,880 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=' -', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,895 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,911 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=' 列', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,927 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,943 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='支持', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,959 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='丰富的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,976 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='修改', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:39,991 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='方法', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,008 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,023 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='append', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,039 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,055 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=' remove', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,071 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,087 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=' sort', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,103 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='等', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,119 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='）\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,135 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='  ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,151 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=' -', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,167 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,183 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=' 元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,199 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,215 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='只', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,231 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='支持', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,247 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='查询', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,263 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='方法', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,279 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,295 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='count', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,311 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=',', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,327 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=' index', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,343 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='等', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,359 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='）\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,375 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='6', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,395 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,407 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,423 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='使用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,438 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='场景', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,455 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,470 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='：\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,486 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='  ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,502 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=' -', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,518 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,534 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=' 列', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,550 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,566 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='适用于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,582 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='需要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,598 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='频繁', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,614 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='修改', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,630 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='的数据', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,646 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='集合', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,662 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,678 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='  ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,694 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=' -', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,709 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,725 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content=' 元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,745 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,758 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='适用于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,777 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='数据', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,789 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='不变', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,806 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='且', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,825 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='需要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,841 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='保证', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,857 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='安全', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,873 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='性的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,885 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='场景', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:40,902 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1c4c92a55fa043a3b5d45b5f0382b4da', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762324714, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,014 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,016 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='第一次', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,034 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='工业', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,048 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='革命', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,063 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='开始', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,079 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,095 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,111 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,127 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,147 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='世纪', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,163 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='末', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,177 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='期', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,194 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,210 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,227 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='大约', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,243 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,255 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,274 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,286 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='7', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,303 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='6', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,319 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,335 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='年代', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,354 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,367 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='至', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,383 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,399 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,415 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,430 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='4', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,447 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,462 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='年代', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,478 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,494 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='之间', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,514 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,529 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='它', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,545 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='起', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,558 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='源于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,577 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='英国', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,589 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='，并', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,609 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='逐渐', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,621 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='扩展', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,637 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='到', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,653 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='欧洲', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,669 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,684 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='北美', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,700 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='地区', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,716 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,732 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='###', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,748 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,764 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='详细', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,779 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='背景', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,795 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='：\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,811 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,830 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,842 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='时间', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,858 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='范围', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,878 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,890 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,909 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='通常', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,921 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='认为', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,941 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='第一次', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,956 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='工业', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,973 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='革命', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:42,989 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='始于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,001 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,017 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='7', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,033 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='6', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,048 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,068 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='年代', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,080 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,096 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='结束', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,112 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,127 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,144 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,159 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='4', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,176 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,192 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='年代', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,210 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='。\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,222 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,239 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,255 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='起源', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,274 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='地', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,285 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,305 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,321 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='英国', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,337 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,351 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='第一次', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,369 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='工业', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,381 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='革命', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,397 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,414 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='发', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,429 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='源', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,444 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='地', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,461 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,477 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='因其', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,492 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='拥有', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,508 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='丰富的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,524 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='煤炭', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,540 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='资源', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,556 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,573 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='充足的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,590 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='资本', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,607 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='以及', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,622 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='稳定的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,640 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='政', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,655 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='局', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,671 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='。\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,686 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,702 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,715 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='关键', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,731 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='标志', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,747 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,763 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='：\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,779 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,795 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content=' -', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,811 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,827 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,847 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content=' 纺', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,862 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='织', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,876 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='业', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,894 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='的技术', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,910 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='革新', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,922 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,942 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='如', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,957 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='珍', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,971 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='妮', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:43,990 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='纺', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,001 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='纱', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,021 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='机', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,034 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,049 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='水', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,065 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='力', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,082 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='织', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,097 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='布', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,113 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='机', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,129 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='等', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,145 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,161 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='；\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,176 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,196 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content=' -', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,208 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,228 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,243 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content=' 蒸', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,256 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='汽', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,272 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='机', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,288 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,304 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,319 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='与', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,335 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='应用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,351 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,367 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='詹姆斯', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,383 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='·', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,399 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='瓦', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,415 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='特', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,431 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='改良', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,447 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='蒸汽', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,462 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='机', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,478 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,494 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='；\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,510 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,525 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content=' -', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,541 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,560 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content=' 工', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,576 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='厂', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,589 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='制度', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,605 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,621 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='兴起', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,637 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='；\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,652 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,668 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content=' -', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,684 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,700 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='交通运输', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,715 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='的发展', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,733 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,748 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='铁路', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,764 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,780 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='轮', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,796 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='船', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,812 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,828 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,844 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='这些', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,859 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='变革', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,875 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='标志着', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,891 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='从', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,907 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='手工', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,923 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='生产', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,939 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='向', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,955 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='机器', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,971 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='生产的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:44,987 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='转变', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,003 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,019 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='推动', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,035 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,051 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='社会', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,067 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='经济', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,082 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='结构', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,098 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='的巨大', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,114 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='变化', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,130 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,146 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='也', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,162 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='奠定了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,178 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='现代', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,194 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='工业', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,210 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='社会', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,226 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='的基础', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,243 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,259 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='>', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,275 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content=' 注意', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,291 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,306 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='你', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,322 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='提供的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,338 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,359 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='内容', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,369 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='主要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,385 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='涉及', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,401 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='“', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,417 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='智能', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,433 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='建筑工程', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,448 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='质量', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,464 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='验收', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,480 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='规范', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,496 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='”', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,512 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='及', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,527 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='“', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,543 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='销售', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,559 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='立项', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,575 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='”', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,591 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='等内容', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,606 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,622 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='与', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,638 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='“', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,654 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='第一次', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,670 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='工业', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,685 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='革命', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,702 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='”的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,717 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='历史', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,733 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='问题', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,749 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='无关', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,765 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,781 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='因此', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,796 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,812 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='上述', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,828 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='答案', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,844 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='基于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,860 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='通用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,875 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='历史', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,891 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,907 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='提供', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,923 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:45,940 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-0cc60faae1e84901b086a188c8f308e1', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762324721, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,220 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,221 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='根据', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,242 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='您', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,258 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='提供的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,274 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,294 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='内容', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,306 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,322 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='我', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,338 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='无法', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,357 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='回答', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,369 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='关于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,388 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='水', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,401 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,420 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='化学', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,432 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='式', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,448 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='的问题', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,464 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,482 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='您', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,495 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='提供的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,511 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,530 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='内容', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,543 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='主要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,558 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='介绍', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,574 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='的是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,590 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='医院', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,605 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='妇', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,621 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='产', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,640 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='科', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,652 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='的相关', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,668 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='服务', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,687 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='内容', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,700 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,715 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='包括', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,731 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='妇科', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,747 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='门诊', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,763 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,779 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='产', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,794 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='科', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,810 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='门诊', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,826 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,842 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='计划生育', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,857 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='门诊', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,873 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='的服务', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,888 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='范围', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,904 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,920 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='与', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,936 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='水', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,952 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,968 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='化学', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,983 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='式', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:47,999 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='无关', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,015 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,034 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='不过', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,046 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='我可以', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,062 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='为您提供', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,078 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='水', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,093 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,109 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='化学', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,125 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='式', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,141 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='的基本', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,157 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='信息', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,172 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='：\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,188 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='水', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,204 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,219 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='化学', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,235 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='式', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,251 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,267 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content=' **', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,282 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='H', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,298 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='₂', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,314 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='O', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,330 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='**', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,346 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,361 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='详细', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,377 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='说明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,393 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='：\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,409 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,425 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,441 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,456 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content=' 水', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,472 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='分子', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,487 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='由', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,506 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,519 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='个', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,534 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='氢', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,550 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='原子', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,566 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,582 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='H', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,597 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,613 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,629 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,645 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='个', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,660 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='氧', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,676 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='原子', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,692 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,707 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='O', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,723 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,739 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='组成', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,755 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,770 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,786 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,805 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,817 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content=' 每', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,833 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='个', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,849 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='水', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,864 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='分子', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,880 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='中含有', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,896 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,912 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='个', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,927 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='氢', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,943 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='原子', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,959 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,975 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:48,990 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='个', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:49,006 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='氧', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:49,022 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='原子', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:49,038 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:49,053 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='-', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:49,069 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:49,085 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content=' 这', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:49,100 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='种', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:49,116 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='分子', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:49,132 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='结构', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:49,148 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='使得', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:49,164 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='水', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:49,179 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='具有', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:49,199 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='独特的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:49,214 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='物理', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:49,227 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:49,243 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='化学', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:49,258 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='性质', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:49,274 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:49,290 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='如果您', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:49,305 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='需要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:49,320 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='了解', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:49,337 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='关于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:49,352 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='妇', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:49,368 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='产', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:49,384 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='科', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:49,400 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='服务', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:49,416 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:49,431 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='更多信息', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:49,447 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:49,463 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='我很', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:49,482 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='乐意', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:49,494 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='为您', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:49,510 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='解答', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:49,525 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:38:49,542 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3cd89a4c3cb74e478ae1a8ff64ef7324', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762324727, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:50,139 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8c4d358fdd9942c8be2a9376b67fe114', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325149, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:50,139 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8c4d358fdd9942c8be2a9376b67fe114', choices=[Choice(delta=ChoiceDelta(content='自身', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325149, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:50,140 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8c4d358fdd9942c8be2a9376b67fe114', choices=[Choice(delta=ChoiceDelta(content='知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325149, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:50,151 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8c4d358fdd9942c8be2a9376b67fe114', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325149, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:50,166 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8c4d358fdd9942c8be2a9376b67fe114', choices=[Choice(delta=ChoiceDelta(content='第一次', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325149, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:50,183 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8c4d358fdd9942c8be2a9376b67fe114', choices=[Choice(delta=ChoiceDelta(content='工业', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325149, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:50,198 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8c4d358fdd9942c8be2a9376b67fe114', choices=[Choice(delta=ChoiceDelta(content='革命', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325149, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:50,214 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8c4d358fdd9942c8be2a9376b67fe114', choices=[Choice(delta=ChoiceDelta(content='开始', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325149, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:50,230 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8c4d358fdd9942c8be2a9376b67fe114', choices=[Choice(delta=ChoiceDelta(content='于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325149, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:50,246 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8c4d358fdd9942c8be2a9376b67fe114', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325149, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:50,261 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8c4d358fdd9942c8be2a9376b67fe114', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325149, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:50,277 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8c4d358fdd9942c8be2a9376b67fe114', choices=[Choice(delta=ChoiceDelta(content='世纪', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325149, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:50,292 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8c4d358fdd9942c8be2a9376b67fe114', choices=[Choice(delta=ChoiceDelta(content='末', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325149, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:50,308 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8c4d358fdd9942c8be2a9376b67fe114', choices=[Choice(delta=ChoiceDelta(content='期', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325149, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:50,323 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8c4d358fdd9942c8be2a9376b67fe114', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325149, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:50,339 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8c4d358fdd9942c8be2a9376b67fe114', choices=[Choice(delta=ChoiceDelta(content='大约', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325149, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:50,355 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8c4d358fdd9942c8be2a9376b67fe114', choices=[Choice(delta=ChoiceDelta(content='在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325149, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:50,371 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8c4d358fdd9942c8be2a9376b67fe114', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325149, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:50,387 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8c4d358fdd9942c8be2a9376b67fe114', choices=[Choice(delta=ChoiceDelta(content='7', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325149, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:50,402 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8c4d358fdd9942c8be2a9376b67fe114', choices=[Choice(delta=ChoiceDelta(content='6', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325149, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:50,418 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8c4d358fdd9942c8be2a9376b67fe114', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325149, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:50,434 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8c4d358fdd9942c8be2a9376b67fe114', choices=[Choice(delta=ChoiceDelta(content='年至', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325149, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:50,450 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8c4d358fdd9942c8be2a9376b67fe114', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325149, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:50,465 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8c4d358fdd9942c8be2a9376b67fe114', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325149, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:50,481 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8c4d358fdd9942c8be2a9376b67fe114', choices=[Choice(delta=ChoiceDelta(content='4', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325149, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:50,497 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8c4d358fdd9942c8be2a9376b67fe114', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325149, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:50,513 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8c4d358fdd9942c8be2a9376b67fe114', choices=[Choice(delta=ChoiceDelta(content='年', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325149, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:50,529 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8c4d358fdd9942c8be2a9376b67fe114', choices=[Choice(delta=ChoiceDelta(content='之间', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325149, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:50,545 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8c4d358fdd9942c8be2a9376b67fe114', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325149, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:50,562 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8c4d358fdd9942c8be2a9376b67fe114', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762325149, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:51,666 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-706bf5dd39244cdab95ce33ea2ff4632', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325151, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:51,668 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-706bf5dd39244cdab95ce33ea2ff4632', choices=[Choice(delta=ChoiceDelta(content='水', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325151, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:51,683 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-706bf5dd39244cdab95ce33ea2ff4632', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325151, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:51,699 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-706bf5dd39244cdab95ce33ea2ff4632', choices=[Choice(delta=ChoiceDelta(content='化学', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325151, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:51,714 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-706bf5dd39244cdab95ce33ea2ff4632', choices=[Choice(delta=ChoiceDelta(content='式', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325151, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:51,732 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-706bf5dd39244cdab95ce33ea2ff4632', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325151, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:51,746 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-706bf5dd39244cdab95ce33ea2ff4632', choices=[Choice(delta=ChoiceDelta(content='H', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325151, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:51,762 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-706bf5dd39244cdab95ce33ea2ff4632', choices=[Choice(delta=ChoiceDelta(content='₂', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325151, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:51,778 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-706bf5dd39244cdab95ce33ea2ff4632', choices=[Choice(delta=ChoiceDelta(content='O', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325151, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:51,793 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-706bf5dd39244cdab95ce33ea2ff4632', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325151, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:51,809 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-706bf5dd39244cdab95ce33ea2ff4632', choices=[Choice(delta=ChoiceDelta(content='但是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325151, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:51,824 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-706bf5dd39244cdab95ce33ea2ff4632', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325151, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:51,840 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-706bf5dd39244cdab95ce33ea2ff4632', choices=[Choice(delta=ChoiceDelta(content='根据', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325151, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:51,856 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-706bf5dd39244cdab95ce33ea2ff4632', choices=[Choice(delta=ChoiceDelta(content='您', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325151, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:51,871 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-706bf5dd39244cdab95ce33ea2ff4632', choices=[Choice(delta=ChoiceDelta(content='提供的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325151, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:51,886 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-706bf5dd39244cdab95ce33ea2ff4632', choices=[Choice(delta=ChoiceDelta(content='知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325151, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:51,902 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-706bf5dd39244cdab95ce33ea2ff4632', choices=[Choice(delta=ChoiceDelta(content='片段', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325151, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:51,918 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-706bf5dd39244cdab95ce33ea2ff4632', choices=[Choice(delta=ChoiceDelta(content='内容', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325151, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:51,934 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-706bf5dd39244cdab95ce33ea2ff4632', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325151, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:51,949 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-706bf5dd39244cdab95ce33ea2ff4632', choices=[Choice(delta=ChoiceDelta(content='其中', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325151, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:51,965 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-706bf5dd39244cdab95ce33ea2ff4632', choices=[Choice(delta=ChoiceDelta(content='并未', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325151, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:51,981 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-706bf5dd39244cdab95ce33ea2ff4632', choices=[Choice(delta=ChoiceDelta(content='包含', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325151, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:51,996 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-706bf5dd39244cdab95ce33ea2ff4632', choices=[Choice(delta=ChoiceDelta(content='关于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325151, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:52,012 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-706bf5dd39244cdab95ce33ea2ff4632', choices=[Choice(delta=ChoiceDelta(content='水', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325151, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:52,028 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-706bf5dd39244cdab95ce33ea2ff4632', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325151, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:52,047 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-706bf5dd39244cdab95ce33ea2ff4632', choices=[Choice(delta=ChoiceDelta(content='化学', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325151, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:52,061 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-706bf5dd39244cdab95ce33ea2ff4632', choices=[Choice(delta=ChoiceDelta(content='式的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325151, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:52,075 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-706bf5dd39244cdab95ce33ea2ff4632', choices=[Choice(delta=ChoiceDelta(content='相关信息', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325151, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:52,091 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-706bf5dd39244cdab95ce33ea2ff4632', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325151, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:52,108 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-706bf5dd39244cdab95ce33ea2ff4632', choices=[Choice(delta=ChoiceDelta(content='因此', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325151, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:52,123 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-706bf5dd39244cdab95ce33ea2ff4632', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325151, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:52,142 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-706bf5dd39244cdab95ce33ea2ff4632', choices=[Choice(delta=ChoiceDelta(content='此', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325151, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:52,155 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-706bf5dd39244cdab95ce33ea2ff4632', choices=[Choice(delta=ChoiceDelta(content='信息', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325151, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:52,173 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-706bf5dd39244cdab95ce33ea2ff4632', choices=[Choice(delta=ChoiceDelta(content='并非', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325151, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:52,186 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-706bf5dd39244cdab95ce33ea2ff4632', choices=[Choice(delta=ChoiceDelta(content='来源于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325151, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:52,205 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-706bf5dd39244cdab95ce33ea2ff4632', choices=[Choice(delta=ChoiceDelta(content='您', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325151, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:52,220 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-706bf5dd39244cdab95ce33ea2ff4632', choices=[Choice(delta=ChoiceDelta(content='所提供的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325151, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:52,236 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-706bf5dd39244cdab95ce33ea2ff4632', choices=[Choice(delta=ChoiceDelta(content='文档', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325151, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:52,248 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-706bf5dd39244cdab95ce33ea2ff4632', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325151, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:45:52,268 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-706bf5dd39244cdab95ce33ea2ff4632', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762325151, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:28,600 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:28,601 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:28,602 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:28,613 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:28,630 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='通常', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:28,646 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='归', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:28,663 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='功', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:28,679 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:28,694 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='亚', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:28,710 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='历', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:28,726 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='山', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:28,741 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='大', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:28,758 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='·', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:28,774 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='格', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:28,791 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='雷', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:28,807 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='厄', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:28,824 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='姆', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:28,840 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='·', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:28,857 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='贝尔', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:28,873 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:28,889 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='Alexander', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:28,908 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content=' Graham', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:28,924 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content=' Bell', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:28,940 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='）。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:28,956 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='他', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:28,972 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:28,988 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,003 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,019 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='7', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,035 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='6', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,051 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='年', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,066 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='获得了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,083 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,099 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,114 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='专利', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,133 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='，并', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,145 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='被认为是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,161 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='第一个', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,177 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='成功', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,193 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='实现', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,208 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='语音', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,224 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='传输', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,240 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='的人', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,256 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,272 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='虽然', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,287 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='其他', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,303 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='一些', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,320 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='人', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,335 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='如', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,351 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='伊', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,367 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='莱', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,386 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='沙', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,399 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='·', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,417 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='格', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,432 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='雷', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,448 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,464 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='E', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,480 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='lish', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,496 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='a', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,512 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content=' Gray', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,527 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,543 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,560 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='安东尼', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,575 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='奥', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,591 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='·', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,607 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='梅', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,623 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='乌', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,641 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='奇', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,654 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,670 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='Ant', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,686 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='onio', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,702 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content=' Me', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,718 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='ucci', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,734 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,751 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='也', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,768 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='独立', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,786 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='地', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,804 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='进行了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,820 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='相关', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,836 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='研究', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,852 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,868 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='但', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,884 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='贝尔', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,900 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,916 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,934 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='被', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,950 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='广泛', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,966 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='认可', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,981 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='为', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:29,998 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='现代', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:30,013 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:30,029 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='的基础', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:30,045 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:30,061 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='请注意', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:30,077 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:30,096 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='以上', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:30,108 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='信息', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:30,124 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='并非', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:30,140 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='来自', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:30,156 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='您', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:30,172 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='提供的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:30,188 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:30,204 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='片段', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:30,219 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='内容', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:30,235 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:30,252 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-de5449ac0ce043c99046f4f22c796e1a', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762325188, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:46,527 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b2fd3acb72fe4831a7fe5504d6f4d41c', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325206, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:46,529 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b2fd3acb72fe4831a7fe5504d6f4d41c', choices=[Choice(delta=ChoiceDelta(content='地球上', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325206, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:46,544 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b2fd3acb72fe4831a7fe5504d6f4d41c', choices=[Choice(delta=ChoiceDelta(content='最大的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325206, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:46,560 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b2fd3acb72fe4831a7fe5504d6f4d41c', choices=[Choice(delta=ChoiceDelta(content='哺乳', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325206, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:46,577 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b2fd3acb72fe4831a7fe5504d6f4d41c', choices=[Choice(delta=ChoiceDelta(content='动物', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325206, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:46,593 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b2fd3acb72fe4831a7fe5504d6f4d41c', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325206, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:46,609 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b2fd3acb72fe4831a7fe5504d6f4d41c', choices=[Choice(delta=ChoiceDelta(content='蓝', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325206, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:46,625 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b2fd3acb72fe4831a7fe5504d6f4d41c', choices=[Choice(delta=ChoiceDelta(content='鲸', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325206, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:46,641 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b2fd3acb72fe4831a7fe5504d6f4d41c', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325206, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:46,656 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b2fd3acb72fe4831a7fe5504d6f4d41c', choices=[Choice(delta=ChoiceDelta(content='【', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325206, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:46,672 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b2fd3acb72fe4831a7fe5504d6f4d41c', choices=[Choice(delta=ChoiceDelta(content='示', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325206, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:46,688 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b2fd3acb72fe4831a7fe5504d6f4d41c', choices=[Choice(delta=ChoiceDelta(content='意图', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325206, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:46,704 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b2fd3acb72fe4831a7fe5504d6f4d41c', choices=[Choice(delta=ChoiceDelta(content='序', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325206, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:46,720 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b2fd3acb72fe4831a7fe5504d6f4d41c', choices=[Choice(delta=ChoiceDelta(content='号', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325206, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:46,736 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b2fd3acb72fe4831a7fe5504d6f4d41c', choices=[Choice(delta=ChoiceDelta(content='_', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325206, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:46,752 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b2fd3acb72fe4831a7fe5504d6f4d41c', choices=[Choice(delta=ChoiceDelta(content='编号', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325206, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:46,768 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b2fd3acb72fe4831a7fe5504d6f4d41c', choices=[Choice(delta=ChoiceDelta(content='】', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325206, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:46,784 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b2fd3acb72fe4831a7fe5504d6f4d41c', choices=[Choice(delta=ChoiceDelta(content='\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325206, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:46,800 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b2fd3acb72fe4831a7fe5504d6f4d41c', choices=[Choice(delta=ChoiceDelta(content='如', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325206, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:46,816 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b2fd3acb72fe4831a7fe5504d6f4d41c', choices=[Choice(delta=ChoiceDelta(content='需', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325206, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:46,831 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b2fd3acb72fe4831a7fe5504d6f4d41c', choices=[Choice(delta=ChoiceDelta(content='了解更多', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325206, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:46,847 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b2fd3acb72fe4831a7fe5504d6f4d41c', choices=[Choice(delta=ChoiceDelta(content='关于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325206, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:46,862 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b2fd3acb72fe4831a7fe5504d6f4d41c', choices=[Choice(delta=ChoiceDelta(content='蓝', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325206, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:46,878 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b2fd3acb72fe4831a7fe5504d6f4d41c', choices=[Choice(delta=ChoiceDelta(content='鲸', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325206, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:46,894 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b2fd3acb72fe4831a7fe5504d6f4d41c', choices=[Choice(delta=ChoiceDelta(content='的信息', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325206, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:46,910 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b2fd3acb72fe4831a7fe5504d6f4d41c', choices=[Choice(delta=ChoiceDelta(content='，请', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325206, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:46,927 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b2fd3acb72fe4831a7fe5504d6f4d41c', choices=[Choice(delta=ChoiceDelta(content='参考', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325206, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:46,943 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b2fd3acb72fe4831a7fe5504d6f4d41c', choices=[Choice(delta=ChoiceDelta(content='相关', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325206, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:46,959 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b2fd3acb72fe4831a7fe5504d6f4d41c', choices=[Choice(delta=ChoiceDelta(content='资料', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325206, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:46,975 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b2fd3acb72fe4831a7fe5504d6f4d41c', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325206, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:46,991 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b2fd3acb72fe4831a7fe5504d6f4d41c', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762325206, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:48,132 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-82eb1069c1494a0cb15ba857d0939fce', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:48,134 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-82eb1069c1494a0cb15ba857d0939fce', choices=[Choice(delta=ChoiceDelta(content='该', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:48,149 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-82eb1069c1494a0cb15ba857d0939fce', choices=[Choice(delta=ChoiceDelta(content='信息', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:48,165 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-82eb1069c1494a0cb15ba857d0939fce', choices=[Choice(delta=ChoiceDelta(content='不是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:48,181 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-82eb1069c1494a0cb15ba857d0939fce', choices=[Choice(delta=ChoiceDelta(content='来自', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:48,196 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-82eb1069c1494a0cb15ba857d0939fce', choices=[Choice(delta=ChoiceDelta(content='文档', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:48,212 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-82eb1069c1494a0cb15ba857d0939fce', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:48,228 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-82eb1069c1494a0cb15ba857d0939fce', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762325208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:49,378 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:49,379 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='自身', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:49,393 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:49,410 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:49,425 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='第一次', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:49,441 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='工业', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:49,457 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='革命', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:49,473 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='开始', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:49,488 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:49,504 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:49,520 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:49,536 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='世纪', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:49,551 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='末', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:49,567 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='期', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:49,583 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:49,598 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='大约', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:49,614 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:49,630 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:49,645 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='7', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:49,661 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='6', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:49,676 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:49,692 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='年至', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:49,708 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:49,724 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:49,740 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='4', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:49,755 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:49,771 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='年', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:49,787 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='之间', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:49,803 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:49,819 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='这一', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:49,835 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='时期', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:49,851 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='以', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:49,866 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='蒸汽', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:49,882 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='机', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:49,898 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:49,914 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:49,929 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:49,946 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='广泛应用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:49,961 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='为', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:49,977 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='标志', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:49,993 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:50,009 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='推动', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:50,024 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:50,040 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='纺织', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:50,056 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:50,072 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='冶金', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:50,088 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:50,103 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='采矿', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:50,119 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='等多个', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:50,135 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='行业的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:50,151 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='机械化', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:50,170 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='生产', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:50,182 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:50,198 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-51cba0badfc84527b831646fd8ecbd27', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762325209, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:51,302 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-6de18eff988a4a98b5db78ce67c3443e', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:51,304 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-6de18eff988a4a98b5db78ce67c3443e', choices=[Choice(delta=ChoiceDelta(content='水', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:51,319 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-6de18eff988a4a98b5db78ce67c3443e', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:51,334 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-6de18eff988a4a98b5db78ce67c3443e', choices=[Choice(delta=ChoiceDelta(content='化学', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:51,350 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-6de18eff988a4a98b5db78ce67c3443e', choices=[Choice(delta=ChoiceDelta(content='式', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:51,366 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-6de18eff988a4a98b5db78ce67c3443e', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:51,382 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-6de18eff988a4a98b5db78ce67c3443e', choices=[Choice(delta=ChoiceDelta(content=' H', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:51,398 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-6de18eff988a4a98b5db78ce67c3443e', choices=[Choice(delta=ChoiceDelta(content='₂', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:51,413 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-6de18eff988a4a98b5db78ce67c3443e', choices=[Choice(delta=ChoiceDelta(content='O', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:51,429 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-6de18eff988a4a98b5db78ce67c3443e', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:51,445 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-6de18eff988a4a98b5db78ce67c3443e', choices=[Choice(delta=ChoiceDelta(content='该', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:51,461 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-6de18eff988a4a98b5db78ce67c3443e', choices=[Choice(delta=ChoiceDelta(content='信息', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:51,477 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-6de18eff988a4a98b5db78ce67c3443e', choices=[Choice(delta=ChoiceDelta(content='不是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:51,492 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-6de18eff988a4a98b5db78ce67c3443e', choices=[Choice(delta=ChoiceDelta(content='来自', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:51,507 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-6de18eff988a4a98b5db78ce67c3443e', choices=[Choice(delta=ChoiceDelta(content='文档', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:51,523 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-6de18eff988a4a98b5db78ce67c3443e', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:46:51,540 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-6de18eff988a4a98b5db78ce67c3443e', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762325211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:01,583 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:01,584 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:01,585 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:01,594 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:01,611 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='通常', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:01,628 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='归', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:01,645 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='功', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:01,662 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:01,678 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='亚', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:01,695 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='历', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:01,713 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='山', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:01,728 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='大', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:01,751 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='·', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:01,762 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='格', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:01,778 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='雷', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:01,795 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='厄', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:01,811 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='姆', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:01,828 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='·', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:01,845 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='贝尔', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:01,862 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:01,878 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='Alexander', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:01,895 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content=' Graham', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:01,912 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content=' Bell', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:01,928 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='）。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:01,945 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='他在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:01,962 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:01,979 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:01,996 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='7', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,012 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='6', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,029 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='年', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,046 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='获得了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,063 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,079 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,096 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='专利', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,112 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,129 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='这是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,146 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,164 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='发展', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,180 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='史', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,198 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='上的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,215 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='一个重要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,232 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='里程碑', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,249 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,266 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='然而', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,283 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,301 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='关于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,318 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,335 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,353 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,370 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='存在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,387 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='一些', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,408 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='争议', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,422 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,439 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='其他', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,456 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='一些', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,474 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,491 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='家', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,509 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='如', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,525 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='伊', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,543 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='莱', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,564 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='沙', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,581 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='·', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,595 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='格', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,615 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='雷', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,635 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,650 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='E', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,663 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='lish', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,684 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='a', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,698 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content=' Gray', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,719 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,732 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,750 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='安东尼', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,767 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='奥', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,785 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='·', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,803 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='梅', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,821 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='乌', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,838 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='奇', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,854 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,872 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='Ant', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,890 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='onio', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,909 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content=' Me', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,925 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='ucci', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,944 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,964 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='也', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,981 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='做出了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:02,999 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='贡献', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:03,016 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:03,033 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='尽管', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:03,048 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='如此', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:03,065 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:03,082 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='贝尔', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:03,100 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:03,117 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='专利', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:03,135 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:03,152 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='他对', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:03,169 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:03,187 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='技术', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:03,204 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:03,222 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='改进', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:03,239 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='使', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:03,260 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='他', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:03,277 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='成为', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:03,292 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:03,312 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:03,327 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:03,348 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='标志性', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:03,365 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='人物', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:03,382 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:03,396 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='由于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:03,414 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:03,432 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='片段', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:03,449 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='中', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:03,467 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='并未', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:03,485 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='提及', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:03,501 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:03,517 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:03,535 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:03,553 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='者', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:03,573 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:03,589 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='因此', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:03,605 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='该', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:03,626 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='信息', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:03,643 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='并非', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:03,656 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='来自', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:03,677 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='文档', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:03,694 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='内容', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:03,709 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='。\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:03,726 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='            ', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:03,746 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-1fb0705e76184350b3f5019c4ee0c1b0', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762325881, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:04,916 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:04,918 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='地球上', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:04,932 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='最大的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:04,952 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='哺乳', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:04,968 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='动物', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:04,986 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,004 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='蓝', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,021 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='鲸', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,035 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,054 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='蓝', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,067 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='鲸', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,087 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='属于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,104 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='鲸', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,121 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='目', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,134 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,152 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,169 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='目前已', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,184 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='知', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,201 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='地球上', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,218 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='最大的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,235 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='动物', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,250 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,268 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='也是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,290 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='最大的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,307 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='哺乳', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,322 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='动物', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,342 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,355 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='它们', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,376 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='可以', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,388 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='长达', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,407 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,424 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,439 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='米', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,455 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='以上', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,476 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,490 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='重', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,507 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='达', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,523 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,541 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,559 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,579 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='吨', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,597 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='左右', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,613 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,630 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='蓝', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,646 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='鲸', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,662 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='不仅', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,681 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='体型', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,695 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='庞大', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,711 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,728 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='而且', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,744 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='拥有', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,765 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='强大的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,778 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='心脏', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,794 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,812 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='独特的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,828 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='呼吸', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,845 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='系统', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,861 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,878 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='适应', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,894 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,911 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='海洋', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,928 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='环境', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,944 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='的生活', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,961 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,977 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='虽然', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:05,995 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='文档', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:06,011 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='中', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:06,028 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='没有', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:06,046 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='直接', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:06,061 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='提到', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:06,078 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='蓝', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:06,094 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='鲸', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:06,111 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='的信息', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:06,128 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:06,144 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='但', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:06,161 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='根据', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:06,178 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='常识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:06,195 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='可知', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:06,211 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:06,228 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='蓝', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:06,244 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='鲸', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:06,261 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:06,278 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='地球上', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:06,295 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='最大的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:06,311 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='哺乳', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:06,328 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='动物', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:06,345 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:06,363 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5cfb8197458c49b4a55d0024e22a8978', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762325884, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:07,496 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5658d4ae448042a796bf84af7178e164', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325887, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:07,498 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5658d4ae448042a796bf84af7178e164', choices=[Choice(delta=ChoiceDelta(content='该', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325887, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:07,511 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5658d4ae448042a796bf84af7178e164', choices=[Choice(delta=ChoiceDelta(content='信息', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325887, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:07,528 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5658d4ae448042a796bf84af7178e164', choices=[Choice(delta=ChoiceDelta(content='不是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325887, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:07,545 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5658d4ae448042a796bf84af7178e164', choices=[Choice(delta=ChoiceDelta(content='来自', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325887, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:07,563 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5658d4ae448042a796bf84af7178e164', choices=[Choice(delta=ChoiceDelta(content='文档', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325887, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:07,578 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5658d4ae448042a796bf84af7178e164', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325887, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:07,595 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5658d4ae448042a796bf84af7178e164', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762325887, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:08,768 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:08,769 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='自身', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:08,784 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:08,801 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:08,818 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='第一次', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:08,835 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='工业', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:08,851 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='革命', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:08,867 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='开始', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:08,885 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:08,901 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:08,920 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:08,934 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='世纪', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:08,953 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='末', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:08,969 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='期', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:08,985 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:09,000 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='大约', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:09,018 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:09,035 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:09,051 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='7', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:09,068 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='6', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:09,083 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:09,101 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='年至', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:09,117 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:09,137 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:09,150 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='4', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:09,168 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:09,185 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='年', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:09,201 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='之间', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:09,218 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:09,236 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='这一', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:09,252 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='时期', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:09,269 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='以', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:09,291 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='蒸汽', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:09,308 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='机', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:09,324 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:09,339 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:09,358 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:09,371 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='广泛应用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:09,391 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='为', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:09,408 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='标志', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:09,425 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:09,441 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='推动', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:09,458 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:09,474 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='纺织', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:09,488 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:09,504 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='冶金', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:09,521 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:09,537 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='交通运输', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:09,557 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='等', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:09,572 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='行业的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:09,587 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='机械化', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:09,607 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='生产', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:09,621 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:09,638 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84c05fb677414013bb1caacdd680b250', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762325888, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:10,784 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f3d425c0631640ef89c7e3836503ca51', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325890, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:10,786 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f3d425c0631640ef89c7e3836503ca51', choices=[Choice(delta=ChoiceDelta(content='水', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325890, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:10,801 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f3d425c0631640ef89c7e3836503ca51', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325890, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:10,817 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f3d425c0631640ef89c7e3836503ca51', choices=[Choice(delta=ChoiceDelta(content='化学', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325890, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:10,834 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f3d425c0631640ef89c7e3836503ca51', choices=[Choice(delta=ChoiceDelta(content='式', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325890, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:10,851 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f3d425c0631640ef89c7e3836503ca51', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325890, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:10,867 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f3d425c0631640ef89c7e3836503ca51', choices=[Choice(delta=ChoiceDelta(content=' H', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325890, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:10,884 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f3d425c0631640ef89c7e3836503ca51', choices=[Choice(delta=ChoiceDelta(content='₂', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325890, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:10,901 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f3d425c0631640ef89c7e3836503ca51', choices=[Choice(delta=ChoiceDelta(content='O', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325890, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:10,917 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f3d425c0631640ef89c7e3836503ca51', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325890, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:10,934 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f3d425c0631640ef89c7e3836503ca51', choices=[Choice(delta=ChoiceDelta(content='该', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325890, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:10,951 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f3d425c0631640ef89c7e3836503ca51', choices=[Choice(delta=ChoiceDelta(content='信息', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325890, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:10,969 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f3d425c0631640ef89c7e3836503ca51', choices=[Choice(delta=ChoiceDelta(content='不是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325890, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:10,984 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f3d425c0631640ef89c7e3836503ca51', choices=[Choice(delta=ChoiceDelta(content='来自', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325890, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:11,000 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f3d425c0631640ef89c7e3836503ca51', choices=[Choice(delta=ChoiceDelta(content='文档', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325890, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:11,017 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f3d425c0631640ef89c7e3836503ca51', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762325890, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 14:58:11,034 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f3d425c0631640ef89c7e3836503ca51', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762325890, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:17,239 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:17,239 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:17,253 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:17,270 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:17,286 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='通常', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:17,302 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='归', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:17,319 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='功', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:17,335 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:17,351 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='亚', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:17,367 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='历', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:17,386 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='山', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:17,402 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='大', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:17,415 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='·', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:17,431 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='格', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:17,447 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='雷', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:17,467 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='厄', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:17,478 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='姆', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:17,498 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='·', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:17,510 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='贝尔', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:17,527 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:17,544 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='Alexander', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:17,559 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content=' Graham', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:17,575 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content=' Bell', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:17,591 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='）。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:17,608 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='他在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:17,624 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:17,640 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:17,656 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='7', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:17,673 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='6', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:17,689 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='年', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:17,705 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='获得了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:17,721 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:17,738 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:17,754 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='专利', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:17,770 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:17,786 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='这是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:17,801 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='现代', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:17,817 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:17,833 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='技术', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:17,849 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='发展', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:17,869 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='的重要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:17,880 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='里程碑', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:17,897 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:17,916 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='然而', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:17,929 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:17,945 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='值得注意', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:17,961 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='的是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:17,977 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='，在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:17,993 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='贝尔', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,008 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='之前', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,024 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,041 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='还有', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,056 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='其他', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,072 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='一些', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,088 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,104 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='家', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,120 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,137 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='研究人员', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,153 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='也', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,169 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='对', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,185 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,201 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='的发展', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,217 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='做出了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,233 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='贡献', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,249 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,265 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='比如', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,285 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='伊', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,297 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='莱', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,317 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='沙', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,331 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='·', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,347 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='格', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,363 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='雷', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,378 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,394 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='E', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,411 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='lish', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,426 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='a', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,442 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content=' Gray', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,458 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,474 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,490 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='安东尼', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,506 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='奥', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,522 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='·', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,538 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='梅', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,554 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='乌', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,570 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='奇', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,586 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,602 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='Ant', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,617 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='onio', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,633 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content=' Me', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,649 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='ucci', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,665 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='），', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,682 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='他们', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,701 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='也在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,717 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='同一', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,733 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='时期', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,745 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='独立', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,761 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='地', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,777 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='进行了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,794 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='相关', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,810 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='研究', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,825 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,841 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='因此', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,858 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,874 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='虽然', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,890 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='贝尔', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,906 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='被', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,922 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='广泛', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,938 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='认为', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,954 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,970 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:18,986 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:19,002 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:19,018 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='者', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:19,033 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:19,049 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='但', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:19,065 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='这一', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:19,083 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='成就', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:19,101 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='实际上是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:19,117 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='多位', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:19,133 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='科学家', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:19,146 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='共同努力', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:19,161 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='的结果', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:19,177 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:19,195 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-d850f3dcabf84447a4cdbbb34f3a48d7', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762326796, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:20,355 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-dd1faddb038d4b9f8b17e5fa3ba40379', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326800, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:20,357 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-dd1faddb038d4b9f8b17e5fa3ba40379', choices=[Choice(delta=ChoiceDelta(content='地球上', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326800, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:20,378 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-dd1faddb038d4b9f8b17e5fa3ba40379', choices=[Choice(delta=ChoiceDelta(content='最大的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326800, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:20,384 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-dd1faddb038d4b9f8b17e5fa3ba40379', choices=[Choice(delta=ChoiceDelta(content='哺乳', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326800, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:20,400 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-dd1faddb038d4b9f8b17e5fa3ba40379', choices=[Choice(delta=ChoiceDelta(content='动物', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326800, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:20,416 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-dd1faddb038d4b9f8b17e5fa3ba40379', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326800, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:20,432 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-dd1faddb038d4b9f8b17e5fa3ba40379', choices=[Choice(delta=ChoiceDelta(content='蓝', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326800, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:20,448 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-dd1faddb038d4b9f8b17e5fa3ba40379', choices=[Choice(delta=ChoiceDelta(content='鲸', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326800, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:20,464 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-dd1faddb038d4b9f8b17e5fa3ba40379', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326800, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:20,479 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-dd1faddb038d4b9f8b17e5fa3ba40379', choices=[Choice(delta=ChoiceDelta(content='该', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326800, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:20,495 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-dd1faddb038d4b9f8b17e5fa3ba40379', choices=[Choice(delta=ChoiceDelta(content='信息', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326800, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:20,511 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-dd1faddb038d4b9f8b17e5fa3ba40379', choices=[Choice(delta=ChoiceDelta(content='未', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326800, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:20,527 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-dd1faddb038d4b9f8b17e5fa3ba40379', choices=[Choice(delta=ChoiceDelta(content='在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326800, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:20,543 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-dd1faddb038d4b9f8b17e5fa3ba40379', choices=[Choice(delta=ChoiceDelta(content='提供的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326800, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:20,559 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-dd1faddb038d4b9f8b17e5fa3ba40379', choices=[Choice(delta=ChoiceDelta(content='知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326800, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:20,575 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-dd1faddb038d4b9f8b17e5fa3ba40379', choices=[Choice(delta=ChoiceDelta(content='片段', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326800, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:20,591 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-dd1faddb038d4b9f8b17e5fa3ba40379', choices=[Choice(delta=ChoiceDelta(content='中', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326800, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:20,606 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-dd1faddb038d4b9f8b17e5fa3ba40379', choices=[Choice(delta=ChoiceDelta(content='提及', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326800, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:20,622 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-dd1faddb038d4b9f8b17e5fa3ba40379', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326800, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:20,638 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-dd1faddb038d4b9f8b17e5fa3ba40379', choices=[Choice(delta=ChoiceDelta(content='因此', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326800, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:20,654 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-dd1faddb038d4b9f8b17e5fa3ba40379', choices=[Choice(delta=ChoiceDelta(content='不属于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326800, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:20,670 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-dd1faddb038d4b9f8b17e5fa3ba40379', choices=[Choice(delta=ChoiceDelta(content='文档', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326800, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:20,686 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-dd1faddb038d4b9f8b17e5fa3ba40379', choices=[Choice(delta=ChoiceDelta(content='内容', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326800, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:20,702 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-dd1faddb038d4b9f8b17e5fa3ba40379', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326800, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:20,720 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-dd1faddb038d4b9f8b17e5fa3ba40379', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762326800, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:21,818 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:21,819 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='Python', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:21,834 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='中', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:21,851 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='列表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:21,866 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:21,883 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:21,898 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:21,914 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='的主要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:21,931 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='区别', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:21,951 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='在于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:21,964 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:21,982 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='列表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:21,998 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,010 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='可', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,026 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='变', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,042 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,058 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,074 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='mutable', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,090 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='），', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,105 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='而', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,121 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,138 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,153 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,169 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='不可', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,185 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='变', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,201 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,217 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,233 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='immutable', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,249 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='）。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,265 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='列表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,281 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='使用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,297 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='方', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,313 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='括', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,328 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='号', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,348 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='[]', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,369 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='定义', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,412 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='，支持添加', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,440 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,450 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='删除', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,462 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,485 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='修改', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,488 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='元素', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,512 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='；', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,520 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,536 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,552 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='使用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,568 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='圆', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,584 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='括', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,600 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='号', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,616 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='()', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,631 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='定义', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,648 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,663 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='一旦', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,679 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='创建', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,695 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='就不能', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,712 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='更改', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,728 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='其', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,744 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='内容', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,763 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,779 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='此外', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,795 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,811 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='由于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,827 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,839 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,855 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='不可', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,871 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='变', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,887 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,906 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='它的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,919 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='性能', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,935 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='通常', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,951 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='比', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,967 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='列表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,983 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='稍', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:22,999 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='好', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:23,015 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='一些', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:23,031 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='，并', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:23,047 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='且', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:23,063 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='可以', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:23,079 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='作为', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:23,095 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='字', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:23,110 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='典', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:23,126 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:23,143 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='键', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:23,158 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='使用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:23,176 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:23,194 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='而', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:23,210 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='列表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:23,223 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='则', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:23,239 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='不可以', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:23,255 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:23,272 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73dc267af7e347e29eefc9aa7e9dd7e4', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762326801, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:24,452 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:24,454 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='自身', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:24,468 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:24,484 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:24,500 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='第一次', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:24,516 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='工业', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:24,532 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='革命', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:24,548 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='开始', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:24,564 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:24,580 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:24,596 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:24,611 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='世纪', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:24,627 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='末', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:24,643 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='期', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:24,659 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:24,675 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='大约', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:24,691 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:24,707 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:24,723 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='7', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:24,739 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='6', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:24,755 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:24,771 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='年至', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:24,790 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:24,803 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:24,822 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='4', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:24,838 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:24,850 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='年', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:24,866 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='之间', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:24,882 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:24,898 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='这一', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:24,914 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='时期', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:24,930 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='以', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:24,946 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='蒸汽', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:24,961 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='机', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:24,977 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:24,993 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:25,009 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:25,025 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='广泛应用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:25,044 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='为', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:25,057 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='标志', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:25,072 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:25,088 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='推动', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:25,104 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:25,120 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='纺织', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:25,136 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:25,152 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='冶金', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:25,168 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:25,184 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='交通运输', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:25,203 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='等', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:25,215 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='行业的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:25,235 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='机械化', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:25,247 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='生产', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:25,263 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:25,280 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-ab2b3b397334436e85fcb52db1a5a061', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762326804, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:26,398 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-70472c00a25746a990e3324006e451bb', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326806, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:26,399 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-70472c00a25746a990e3324006e451bb', choices=[Choice(delta=ChoiceDelta(content='水', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326806, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:26,422 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-70472c00a25746a990e3324006e451bb', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326806, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:26,442 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-70472c00a25746a990e3324006e451bb', choices=[Choice(delta=ChoiceDelta(content='化学', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326806, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:26,458 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-70472c00a25746a990e3324006e451bb', choices=[Choice(delta=ChoiceDelta(content='式', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326806, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:26,474 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-70472c00a25746a990e3324006e451bb', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326806, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:26,489 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-70472c00a25746a990e3324006e451bb', choices=[Choice(delta=ChoiceDelta(content='H', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326806, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:26,502 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-70472c00a25746a990e3324006e451bb', choices=[Choice(delta=ChoiceDelta(content='₂', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326806, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:26,518 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-70472c00a25746a990e3324006e451bb', choices=[Choice(delta=ChoiceDelta(content='O', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326806, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:26,534 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-70472c00a25746a990e3324006e451bb', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326806, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:26,550 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-70472c00a25746a990e3324006e451bb', choices=[Choice(delta=ChoiceDelta(content='但是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326806, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:26,566 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-70472c00a25746a990e3324006e451bb', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326806, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:26,581 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-70472c00a25746a990e3324006e451bb', choices=[Choice(delta=ChoiceDelta(content='根据', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326806, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:26,597 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-70472c00a25746a990e3324006e451bb', choices=[Choice(delta=ChoiceDelta(content='您', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326806, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:26,613 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-70472c00a25746a990e3324006e451bb', choices=[Choice(delta=ChoiceDelta(content='提供的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326806, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:26,629 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-70472c00a25746a990e3324006e451bb', choices=[Choice(delta=ChoiceDelta(content='知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326806, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:26,645 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-70472c00a25746a990e3324006e451bb', choices=[Choice(delta=ChoiceDelta(content='片段', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326806, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:26,660 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-70472c00a25746a990e3324006e451bb', choices=[Choice(delta=ChoiceDelta(content='内容', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326806, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:26,676 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-70472c00a25746a990e3324006e451bb', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326806, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:26,692 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-70472c00a25746a990e3324006e451bb', choices=[Choice(delta=ChoiceDelta(content='其中', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326806, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:26,708 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-70472c00a25746a990e3324006e451bb', choices=[Choice(delta=ChoiceDelta(content='并未', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326806, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:26,724 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-70472c00a25746a990e3324006e451bb', choices=[Choice(delta=ChoiceDelta(content='包含', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326806, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:26,740 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-70472c00a25746a990e3324006e451bb', choices=[Choice(delta=ChoiceDelta(content='关于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326806, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:26,759 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-70472c00a25746a990e3324006e451bb', choices=[Choice(delta=ChoiceDelta(content='水', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326806, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:26,771 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-70472c00a25746a990e3324006e451bb', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326806, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:26,787 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-70472c00a25746a990e3324006e451bb', choices=[Choice(delta=ChoiceDelta(content='化学', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326806, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:26,803 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-70472c00a25746a990e3324006e451bb', choices=[Choice(delta=ChoiceDelta(content='式的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326806, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:26,819 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-70472c00a25746a990e3324006e451bb', choices=[Choice(delta=ChoiceDelta(content='相关信息', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326806, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:26,835 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-70472c00a25746a990e3324006e451bb', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326806, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:26,854 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-70472c00a25746a990e3324006e451bb', choices=[Choice(delta=ChoiceDelta(content='因此', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326806, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:26,870 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-70472c00a25746a990e3324006e451bb', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326806, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:26,886 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-70472c00a25746a990e3324006e451bb', choices=[Choice(delta=ChoiceDelta(content='此', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326806, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:26,902 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-70472c00a25746a990e3324006e451bb', choices=[Choice(delta=ChoiceDelta(content='答案', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326806, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:26,916 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-70472c00a25746a990e3324006e451bb', choices=[Choice(delta=ChoiceDelta(content='基于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326806, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:26,933 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-70472c00a25746a990e3324006e451bb', choices=[Choice(delta=ChoiceDelta(content='通用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326806, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:26,949 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-70472c00a25746a990e3324006e451bb', choices=[Choice(delta=ChoiceDelta(content='科学', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326806, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:26,962 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-70472c00a25746a990e3324006e451bb', choices=[Choice(delta=ChoiceDelta(content='知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326806, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:26,977 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-70472c00a25746a990e3324006e451bb', choices=[Choice(delta=ChoiceDelta(content='给出', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326806, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:26,993 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-70472c00a25746a990e3324006e451bb', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326806, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:27,009 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-70472c00a25746a990e3324006e451bb', choices=[Choice(delta=ChoiceDelta(content='而非', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326806, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:27,025 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-70472c00a25746a990e3324006e451bb', choices=[Choice(delta=ChoiceDelta(content='来自', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326806, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:27,041 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-70472c00a25746a990e3324006e451bb', choices=[Choice(delta=ChoiceDelta(content='所提供的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326806, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:27,056 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-70472c00a25746a990e3324006e451bb', choices=[Choice(delta=ChoiceDelta(content='文档', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326806, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:27,072 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-70472c00a25746a990e3324006e451bb', choices=[Choice(delta=ChoiceDelta(content='内容', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326806, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:27,088 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-70472c00a25746a990e3324006e451bb', choices=[Choice(delta=ChoiceDelta(content='。\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762326806, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:13:27,104 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-70472c00a25746a990e3324006e451bb', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762326806, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:02,673 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:02,673 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:02,675 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:02,696 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:02,712 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='通常', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:02,726 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='归', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:02,740 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='功', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:02,760 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:02,773 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='亚', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:02,788 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='历', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:02,807 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='山', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:02,823 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='大', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:02,838 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='·', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:02,850 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='格', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:02,867 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='雷', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:02,887 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='厄', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:02,900 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='姆', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:02,914 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='·', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:02,930 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='贝尔', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:02,949 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:02,965 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='Alexander', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:02,978 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content=' Graham', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:02,997 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content=' Bell', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,010 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='）。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,028 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='他', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,044 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,060 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,074 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,091 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='7', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,108 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='6', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,122 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='年', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,139 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='获得了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,157 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,173 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,189 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='专利', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,201 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,219 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='这是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,234 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='现代', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,249 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='通信', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,265 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='技术', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,281 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='发展', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,301 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='史', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,313 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='上的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,329 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='一个重要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,345 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='里程碑', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,361 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,377 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='然而', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,393 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,409 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='关于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,428 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,444 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,458 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,476 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='也', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,490 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='存在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,509 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='一些', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,524 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='争议', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,537 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,554 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='其他', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,573 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='几位', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,590 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,603 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='家', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,624 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='如', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,636 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='伊', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,657 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='莱', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,674 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='沙', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,687 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='·', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,704 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='格', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,720 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='雷', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,736 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,753 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='E', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,769 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='lish', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,786 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='a', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,803 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content=' Gray', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,819 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,837 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,853 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='安东尼', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,874 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='奥', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,886 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='·', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,904 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='梅', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,924 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='乌', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,937 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='奇', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,954 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,969 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='Ant', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:03,985 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='onio', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:04,001 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content=' Me', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:04,017 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='ucci', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:04,036 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:04,052 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='也在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:04,066 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='同一', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:04,084 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='时期', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:04,101 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='进行了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:04,115 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='相关', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:04,130 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='研究', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:04,146 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:04,162 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='实验', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:04,178 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:04,193 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='虽然', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:04,209 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='上述', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:04,225 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='内容', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:04,240 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:04,256 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='普遍', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:04,275 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='认可', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:04,288 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='的事实', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:04,303 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:04,323 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='但', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:04,335 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='根据', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:04,350 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='您的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:04,366 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='要求', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:04,382 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:04,398 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='我', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:04,414 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='无法', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:04,429 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='提供', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:04,447 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='来自', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:04,461 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='指定', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:04,480 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:04,495 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='片段', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:04,509 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='中的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:04,529 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='相关内容', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:04,542 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:04,558 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='因此', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:04,574 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:04,590 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='该', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:04,606 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='信息', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:04,622 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='并非', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:04,638 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='来源于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:04,654 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='您', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:04,669 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='提供的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:04,689 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='文档', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:04,701 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:04,718 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-5eecbc18be1d49f4a323737f34ffcb20', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762327202, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:05,934 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-31b09aab63a94fe2811457169f43d674', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327205, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:05,936 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-31b09aab63a94fe2811457169f43d674', choices=[Choice(delta=ChoiceDelta(content='地球上', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327205, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:05,950 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-31b09aab63a94fe2811457169f43d674', choices=[Choice(delta=ChoiceDelta(content='最大的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327205, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:05,963 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-31b09aab63a94fe2811457169f43d674', choices=[Choice(delta=ChoiceDelta(content='哺乳', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327205, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:05,979 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-31b09aab63a94fe2811457169f43d674', choices=[Choice(delta=ChoiceDelta(content='动物', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327205, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:05,995 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-31b09aab63a94fe2811457169f43d674', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327205, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:06,014 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-31b09aab63a94fe2811457169f43d674', choices=[Choice(delta=ChoiceDelta(content='蓝', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327205, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:06,026 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-31b09aab63a94fe2811457169f43d674', choices=[Choice(delta=ChoiceDelta(content='鲸', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327205, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:06,045 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-31b09aab63a94fe2811457169f43d674', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327205, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:06,059 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-31b09aab63a94fe2811457169f43d674', choices=[Choice(delta=ChoiceDelta(content='该', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327205, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:06,077 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-31b09aab63a94fe2811457169f43d674', choices=[Choice(delta=ChoiceDelta(content='信息', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327205, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:06,091 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-31b09aab63a94fe2811457169f43d674', choices=[Choice(delta=ChoiceDelta(content='未', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327205, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:06,103 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-31b09aab63a94fe2811457169f43d674', choices=[Choice(delta=ChoiceDelta(content='在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327205, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:06,119 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-31b09aab63a94fe2811457169f43d674', choices=[Choice(delta=ChoiceDelta(content='提供的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327205, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:06,139 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-31b09aab63a94fe2811457169f43d674', choices=[Choice(delta=ChoiceDelta(content='知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327205, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:06,155 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-31b09aab63a94fe2811457169f43d674', choices=[Choice(delta=ChoiceDelta(content='片段', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327205, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:06,167 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-31b09aab63a94fe2811457169f43d674', choices=[Choice(delta=ChoiceDelta(content='中', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327205, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:06,183 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-31b09aab63a94fe2811457169f43d674', choices=[Choice(delta=ChoiceDelta(content='提及', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327205, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:06,198 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-31b09aab63a94fe2811457169f43d674', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327205, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:06,218 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-31b09aab63a94fe2811457169f43d674', choices=[Choice(delta=ChoiceDelta(content='因此', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327205, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:06,231 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-31b09aab63a94fe2811457169f43d674', choices=[Choice(delta=ChoiceDelta(content='不属于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327205, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:06,248 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-31b09aab63a94fe2811457169f43d674', choices=[Choice(delta=ChoiceDelta(content='文档', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327205, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:06,263 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-31b09aab63a94fe2811457169f43d674', choices=[Choice(delta=ChoiceDelta(content='内容', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327205, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:06,284 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-31b09aab63a94fe2811457169f43d674', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327205, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:06,298 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-31b09aab63a94fe2811457169f43d674', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762327205, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:08,384 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:08,385 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='自身', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:08,400 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:08,417 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:08,433 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='Python', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:08,448 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='中', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:08,464 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='列表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:08,480 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:08,495 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:08,511 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:08,527 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='的主要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:08,543 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='区别', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:08,560 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='在于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:08,574 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:08,593 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='列表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:08,608 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:08,624 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='可', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:08,640 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='变', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:08,655 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:08,667 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:08,683 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='mutable', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:08,702 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='），', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:08,718 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='而', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:08,730 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:08,746 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:08,762 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:08,778 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='不可', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:08,793 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='变', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:08,809 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:08,824 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:08,840 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='immutable', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:08,858 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='）。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:08,876 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='列表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:08,891 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='使用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:08,907 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='方', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:08,923 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='括', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:08,939 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='号', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:08,956 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='[]', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:08,970 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='定义', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:08,985 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,005 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='而', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,019 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,036 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,052 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='使用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,064 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='圆', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,080 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='括', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,095 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='号', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,115 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='()', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,131 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='定义', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,148 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,160 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='由于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,179 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,191 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,207 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='不可', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,223 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='变', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,239 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,255 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='它们', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,271 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,287 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='处理', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,302 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='大量', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,318 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='数据', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,334 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='时', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,350 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='通常', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,366 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='比', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,382 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='列表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,398 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='更', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,417 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='高效', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,433 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='，并', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,449 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='且', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,465 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='可以', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,477 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='作为', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,494 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='字', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,516 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='典', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,531 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,549 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='键', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,565 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='使用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,581 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,597 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='而', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,612 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='列表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,628 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='则', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,644 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='不能', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,660 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,676 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='此外', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,692 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,707 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='列表', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,724 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='支持', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,740 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='多种', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,755 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='方法', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,772 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='如', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,788 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='append', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,805 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='(),', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,824 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content=' remove', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,840 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='()', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,855 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='等', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,871 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='用于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,887 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='修改', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,899 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='元素', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,914 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,934 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='而', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,946 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='元', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,964 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='组', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,978 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='不', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:09,994 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='支持', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:10,009 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='这些', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:10,025 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='方法', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:10,041 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:10,056 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-8acfd59b3e964d45b24ad1c517094cc8', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762327208, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,143 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,144 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='自身', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,165 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,184 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,196 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='第一次', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,212 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='工业', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,227 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='革命', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,243 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='开始', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,259 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,275 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,291 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,306 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='世纪', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,322 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='末', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,338 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='期', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,353 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,369 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='大约', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,385 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,401 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,416 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='7', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,432 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='6', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,448 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,464 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='年至', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,480 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,498 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,511 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='4', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,530 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,543 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='年', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,559 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='之间', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,577 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,593 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='这一', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,607 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='时期', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,620 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='以', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,637 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='蒸汽', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,652 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='机', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,668 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,684 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,700 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,715 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='广泛应用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,731 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='为', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,749 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='标志', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,763 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,778 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='推动', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,794 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,810 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='纺织', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,825 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,841 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='采矿', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,857 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,872 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='冶金', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,888 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='等行业', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,907 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='的发展', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,920 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,939 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='也', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,951 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='促使', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,970 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:11,983 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='城市', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:12,002 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='化进程', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:12,016 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:12,029 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='加快', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:12,046 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:12,061 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3e80c202d51c4956bebc5756e3ae0424', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762327211, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:13,113 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f305d2c45d014500989519f24b3bb4f9', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327212, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:13,114 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f305d2c45d014500989519f24b3bb4f9', choices=[Choice(delta=ChoiceDelta(content='水', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327212, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:13,127 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f305d2c45d014500989519f24b3bb4f9', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327212, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:13,144 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f305d2c45d014500989519f24b3bb4f9', choices=[Choice(delta=ChoiceDelta(content='化学', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327212, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:13,160 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f305d2c45d014500989519f24b3bb4f9', choices=[Choice(delta=ChoiceDelta(content='式', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327212, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:13,179 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f305d2c45d014500989519f24b3bb4f9', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327212, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:13,195 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f305d2c45d014500989519f24b3bb4f9', choices=[Choice(delta=ChoiceDelta(content=' H', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327212, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:13,211 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f305d2c45d014500989519f24b3bb4f9', choices=[Choice(delta=ChoiceDelta(content='₂', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327212, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:13,222 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f305d2c45d014500989519f24b3bb4f9', choices=[Choice(delta=ChoiceDelta(content='O', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327212, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:13,239 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f305d2c45d014500989519f24b3bb4f9', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327212, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:13,258 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f305d2c45d014500989519f24b3bb4f9', choices=[Choice(delta=ChoiceDelta(content='该', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327212, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:13,269 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f305d2c45d014500989519f24b3bb4f9', choices=[Choice(delta=ChoiceDelta(content='信息', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327212, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:13,289 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f305d2c45d014500989519f24b3bb4f9', choices=[Choice(delta=ChoiceDelta(content='不是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327212, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:13,305 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f305d2c45d014500989519f24b3bb4f9', choices=[Choice(delta=ChoiceDelta(content='来自', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327212, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:13,317 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f305d2c45d014500989519f24b3bb4f9', choices=[Choice(delta=ChoiceDelta(content='文档', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327212, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:13,333 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f305d2c45d014500989519f24b3bb4f9', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762327212, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 15:20:13,349 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f305d2c45d014500989519f24b3bb4f9', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762327212, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:57,608 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:57,609 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:57,612 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:57,630 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:57,648 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='通常', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:57,666 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='归', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:57,684 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='功', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:57,702 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:57,720 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='亚', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:57,737 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='历', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:57,755 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='山', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:57,773 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='大', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:57,791 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='·', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:57,809 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='格', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:57,826 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='雷', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:57,843 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='厄', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:57,861 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='姆', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:57,878 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='·', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:57,896 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='贝尔', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:57,914 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:57,932 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='Alexander', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:57,950 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content=' Graham', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:57,967 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content=' Bell', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:57,985 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='）。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,003 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='他在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,020 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,038 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,056 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='7', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,074 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='6', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,091 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='年', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,109 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='获得了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,127 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,145 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,163 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='专利', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,180 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,198 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='这是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,216 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='现代', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,234 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='通信', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,251 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='技术', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,269 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='发展', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,286 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='中的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,303 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='一个重要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,320 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='里程碑', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,338 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,356 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='然而', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,374 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,391 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='关于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,409 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,427 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,445 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,462 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='也', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,480 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='存在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,497 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='一些', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,515 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='争议', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,533 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,551 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='其他', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,569 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='几位', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,586 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,604 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='家', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,622 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='如', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,639 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='伊', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,657 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='莱', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,675 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='沙', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,691 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='·', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,708 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='格', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,725 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='雷', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,742 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,759 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='E', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,776 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='lish', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,793 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='a', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,810 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content=' Gray', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,827 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,844 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,862 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='安东尼', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,879 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='奥', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,896 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='·', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,914 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='梅', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,932 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='乌', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,950 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='奇', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,967 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:58,985 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='Ant', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:59,003 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='onio', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:59,020 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content=' Me', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:59,038 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='ucci', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:59,055 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='）', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:59,073 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='也在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:59,091 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='同一', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:59,109 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='时期', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:59,126 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='独立', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:59,144 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='地', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:59,162 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='进行了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:59,179 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='相关', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:59,197 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='研究', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:59,215 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:59,233 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='实验', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:59,250 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:59,268 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='请注意', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:59,286 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:59,303 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='以上', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:59,321 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='信息', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:59,339 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='并非', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:59,356 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='来自', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:59,375 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='您', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:59,392 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='提供的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:59,414 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:59,430 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='片段', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:59,445 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:59,463 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='而是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:59,480 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='基于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:59,498 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='通用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:59,516 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:59,534 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='的回答', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:59,551 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:44:59,572 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-3823cfc269f34fc1847c77af9a6db883', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762332297, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:00,768 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:00,769 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='地球上', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:00,786 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='最大的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:00,803 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='哺乳', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:00,822 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='动物', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:00,839 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:00,857 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='蓝', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:00,875 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='鲸', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:00,894 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:00,914 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='但是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:00,934 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:00,954 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='根据', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:00,973 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='您的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:00,994 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='规定', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,016 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,033 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='我', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,053 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='必须', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,073 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='仅', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,093 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='使用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,113 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,132 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='片段', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,153 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='中的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,176 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='原文', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,193 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='来', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,212 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='回答', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,232 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='问题', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,252 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,271 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,291 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='提供的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,311 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,331 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='片段', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,351 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='中', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,370 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='，并', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,390 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='未', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,411 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='包含', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,432 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='关于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,446 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='地球上', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,466 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='最大', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,481 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='哺乳', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,498 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='动物', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,518 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='的信息', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,535 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,550 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='因此', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,570 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,585 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='此', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,601 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='信息', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,618 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='并非', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,639 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='来自', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,653 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='您', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,670 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='所提供的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,695 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='文档', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,706 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='内容', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,726 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,740 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='若', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,756 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='依据', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,777 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='一般', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,791 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='常识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,809 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='回答', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,827 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='，则', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,844 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='为', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,864 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='蓝', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,880 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='鲸', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,897 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,914 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='但', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,932 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='按照', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,953 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='您的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,967 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='指示', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:01,986 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:02,002 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='该', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:02,022 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='信息', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:02,037 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='不', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:02,056 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='来源于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:02,079 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='上述', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:02,095 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='文档', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:02,115 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:02,136 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-19bb5e6490d449a8b3b7b1c6bbd20b31', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762332300, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:03,307 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-dc1435f109324f06ba7b8228d04a3f8e', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332303, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:03,309 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-dc1435f109324f06ba7b8228d04a3f8e', choices=[Choice(delta=ChoiceDelta(content='该', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332303, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:03,328 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-dc1435f109324f06ba7b8228d04a3f8e', choices=[Choice(delta=ChoiceDelta(content='信息', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332303, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:03,346 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-dc1435f109324f06ba7b8228d04a3f8e', choices=[Choice(delta=ChoiceDelta(content='不是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332303, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:03,361 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-dc1435f109324f06ba7b8228d04a3f8e', choices=[Choice(delta=ChoiceDelta(content='来自', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332303, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:03,379 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-dc1435f109324f06ba7b8228d04a3f8e', choices=[Choice(delta=ChoiceDelta(content='文档', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332303, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:03,399 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-dc1435f109324f06ba7b8228d04a3f8e', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332303, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:03,418 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-dc1435f109324f06ba7b8228d04a3f8e', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762332303, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:04,781 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:04,783 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='第一次', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:04,799 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='工业', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:04,817 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='革命', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:04,834 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='开始', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:04,853 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:04,870 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:04,888 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:04,906 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='世纪', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:04,923 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='末', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:04,942 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='期', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:04,959 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:04,977 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='大约', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:04,995 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,012 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,030 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='7', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,048 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='6', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,065 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,083 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='年至', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,101 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,119 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,136 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='4', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,154 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,172 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='年', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,190 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='之间', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,208 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,226 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='这一', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,243 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='时期', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,261 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='以', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,282 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='蒸汽', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,297 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='机', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,316 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,335 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,354 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,374 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='广泛应用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,401 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='为', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,421 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='标志', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,440 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,459 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='推动', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,479 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,503 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='纺织', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,526 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,542 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='采矿', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,559 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,579 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='冶金', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,591 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='等行业', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,607 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='的发展', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,623 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,639 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='也', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,654 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='促进了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,670 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='交通运输', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,686 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='业', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,702 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,720 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='变革', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,736 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,750 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='不过', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,768 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,781 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='根据', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,800 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='您', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,811 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='提供的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,830 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,846 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='片段', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,860 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='内容', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,876 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,890 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='其中', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,907 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='并未', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,924 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='包含', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,944 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='有关', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,958 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='第一次', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,973 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='工业', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:05,991 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='革命', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:06,004 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='时间', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:06,022 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='的信息', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:06,035 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:06,053 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='因此', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:06,066 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:06,084 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='上述', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:06,097 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='回答', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:06,116 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='基于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:06,129 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='通用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:06,145 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='历史', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:06,161 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:06,176 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:06,192 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='而非', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:06,207 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='所提供的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:06,223 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='文档', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:06,238 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='内容', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:06,254 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='。\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:06,270 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-c406493d001b41e4a2af2eba32e4b075', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762332304, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:07,508 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9552ce2149d24d7389fa44193b3763b2', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332307, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:07,510 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9552ce2149d24d7389fa44193b3763b2', choices=[Choice(delta=ChoiceDelta(content='水', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332307, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:07,524 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9552ce2149d24d7389fa44193b3763b2', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332307, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:07,539 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9552ce2149d24d7389fa44193b3763b2', choices=[Choice(delta=ChoiceDelta(content='化学', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332307, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:07,553 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9552ce2149d24d7389fa44193b3763b2', choices=[Choice(delta=ChoiceDelta(content='式', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332307, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:07,567 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9552ce2149d24d7389fa44193b3763b2', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332307, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:07,586 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9552ce2149d24d7389fa44193b3763b2', choices=[Choice(delta=ChoiceDelta(content='H', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332307, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:07,602 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9552ce2149d24d7389fa44193b3763b2', choices=[Choice(delta=ChoiceDelta(content='₂', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332307, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:07,614 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9552ce2149d24d7389fa44193b3763b2', choices=[Choice(delta=ChoiceDelta(content='O', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332307, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:07,630 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9552ce2149d24d7389fa44193b3763b2', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332307, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:07,646 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9552ce2149d24d7389fa44193b3763b2', choices=[Choice(delta=ChoiceDelta(content='但是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332307, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:07,662 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9552ce2149d24d7389fa44193b3763b2', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332307, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:07,677 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9552ce2149d24d7389fa44193b3763b2', choices=[Choice(delta=ChoiceDelta(content='根据', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332307, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:07,693 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9552ce2149d24d7389fa44193b3763b2', choices=[Choice(delta=ChoiceDelta(content='您', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332307, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:07,708 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9552ce2149d24d7389fa44193b3763b2', choices=[Choice(delta=ChoiceDelta(content='提供的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332307, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:07,723 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9552ce2149d24d7389fa44193b3763b2', choices=[Choice(delta=ChoiceDelta(content='知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332307, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:07,739 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9552ce2149d24d7389fa44193b3763b2', choices=[Choice(delta=ChoiceDelta(content='片段', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332307, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:07,755 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9552ce2149d24d7389fa44193b3763b2', choices=[Choice(delta=ChoiceDelta(content='内容', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332307, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:07,770 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9552ce2149d24d7389fa44193b3763b2', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332307, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:07,786 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9552ce2149d24d7389fa44193b3763b2', choices=[Choice(delta=ChoiceDelta(content='其中', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332307, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:07,802 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9552ce2149d24d7389fa44193b3763b2', choices=[Choice(delta=ChoiceDelta(content='并未', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332307, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:07,819 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9552ce2149d24d7389fa44193b3763b2', choices=[Choice(delta=ChoiceDelta(content='包含', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332307, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:07,834 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9552ce2149d24d7389fa44193b3763b2', choices=[Choice(delta=ChoiceDelta(content='关于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332307, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:07,849 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9552ce2149d24d7389fa44193b3763b2', choices=[Choice(delta=ChoiceDelta(content='水', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332307, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:07,864 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9552ce2149d24d7389fa44193b3763b2', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332307, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:07,880 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9552ce2149d24d7389fa44193b3763b2', choices=[Choice(delta=ChoiceDelta(content='化学', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332307, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:07,896 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9552ce2149d24d7389fa44193b3763b2', choices=[Choice(delta=ChoiceDelta(content='式的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332307, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:07,912 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9552ce2149d24d7389fa44193b3763b2', choices=[Choice(delta=ChoiceDelta(content='相关信息', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332307, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:07,930 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9552ce2149d24d7389fa44193b3763b2', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332307, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:07,948 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9552ce2149d24d7389fa44193b3763b2', choices=[Choice(delta=ChoiceDelta(content='因此', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332307, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:07,961 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9552ce2149d24d7389fa44193b3763b2', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332307, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:07,983 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9552ce2149d24d7389fa44193b3763b2', choices=[Choice(delta=ChoiceDelta(content='此', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332307, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:07,999 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9552ce2149d24d7389fa44193b3763b2', choices=[Choice(delta=ChoiceDelta(content='信息', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332307, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:08,015 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9552ce2149d24d7389fa44193b3763b2', choices=[Choice(delta=ChoiceDelta(content='并非', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332307, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:08,031 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9552ce2149d24d7389fa44193b3763b2', choices=[Choice(delta=ChoiceDelta(content='来源于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332307, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:08,047 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9552ce2149d24d7389fa44193b3763b2', choices=[Choice(delta=ChoiceDelta(content='您', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332307, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:08,062 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9552ce2149d24d7389fa44193b3763b2', choices=[Choice(delta=ChoiceDelta(content='所提供的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332307, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:08,075 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9552ce2149d24d7389fa44193b3763b2', choices=[Choice(delta=ChoiceDelta(content='文档', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332307, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:08,090 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9552ce2149d24d7389fa44193b3763b2', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332307, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:45:08,107 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-9552ce2149d24d7389fa44193b3763b2', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762332307, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,101 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,102 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,120 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,136 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,152 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='通常', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,168 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='归', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,184 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='功', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,200 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,216 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='亚', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,231 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='历', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,247 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='山', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,263 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='大', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,278 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='·', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,295 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='格', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,310 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='雷', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,326 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='厄', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,342 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='姆', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,357 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='·', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,373 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='贝尔', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,389 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,405 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='Alexander', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,420 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content=' Graham', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,436 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content=' Bell', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,452 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='）。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,467 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='他在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,483 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,498 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,514 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='7', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,530 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='6', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,546 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='年', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,561 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='获得了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,577 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,597 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,609 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='专利', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,625 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,641 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='这是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,657 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='基于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,672 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='他', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,688 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='之前', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,704 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='对', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,720 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='声音', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,738 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='传输', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,750 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='的研究', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,768 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,782 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='实验', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,798 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,813 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='尽管', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,829 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='其他', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,845 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='一些', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,860 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='人', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,876 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='也', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,892 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='独立', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,908 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='地', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,923 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='进行了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,941 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='类似', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,955 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='的工作', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,970 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:57,986 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='但', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,002 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='贝尔', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,017 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,033 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='第一个', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,049 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='成功', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,065 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='实现', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,080 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='语音', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,096 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='传输', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,117 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='并', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,136 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='获得', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,151 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='专利', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,167 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='的人', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,182 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,198 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='然而', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,214 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='，在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,229 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='提供的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,245 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,261 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='片段', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,277 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='中', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,292 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='并未', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,308 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='提及', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,324 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,340 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,355 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,371 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='者', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,387 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='信息', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,403 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,418 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='因此', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,434 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,450 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='关于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,465 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='电话', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,481 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,496 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='者的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,513 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='具体', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,528 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='细节', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,543 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='并非', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,559 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='来源于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,574 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='上述', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,590 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='文档', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,606 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='内容', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,622 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,638 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='如果', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,653 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='需要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,669 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='进一步', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,685 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='确认', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,701 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='或', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,716 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='查找', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,732 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='更多', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,751 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='相关', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,764 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='资料', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,780 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='，请', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,795 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='告知', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,811 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:51:58,827 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-73a843044854465c969e9aefd1ace8ec', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762332717, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,069 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,070 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='地球上', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,084 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='最大的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,100 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='哺乳', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,116 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='动物', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,132 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,147 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='蓝', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,163 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='鲸', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,194 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,196 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='蓝', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,213 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='鲸', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,229 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='属于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,245 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='鲸', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,257 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='目', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,276 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,288 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,304 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='目前已', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,319 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='知', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,335 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='地球上', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,350 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='最大的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,370 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='动物', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,385 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,401 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='也是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,412 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='最大的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,432 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='哺乳', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,447 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='动物', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,463 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,479 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='它们', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,491 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='可以', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,510 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='长达', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,525 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='3', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,538 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,557 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='米', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,573 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='以上', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,584 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,602 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='重', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,616 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='达', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,631 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='2', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,647 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,663 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,678 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='吨', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,694 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='左右', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,710 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,725 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='蓝', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,741 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='鲸', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,757 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='的心', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,772 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='脏', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,788 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='就有', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,804 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='小', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,819 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='汽车', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,835 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='那么', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,854 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='大', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,867 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,882 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='舌头', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,898 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,914 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='重量', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,929 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='相当于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,945 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='一头', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,961 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='大象', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,976 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:00,992 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='蓝', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,008 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='鲸', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,023 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='主要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,039 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='生活在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,054 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='深', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,070 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='海', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,086 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='中', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,101 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,117 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='以', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,133 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='磷', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,148 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='虾', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,164 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='为主要', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,180 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='食物', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,196 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='来源', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,211 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,227 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='它们', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,242 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,265 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='叫声', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,274 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='可以在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,289 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='海洋', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,305 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='中', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,321 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='传播', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,336 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='很', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,353 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='远', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,368 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='的距离', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,383 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,399 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,414 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='海洋', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,430 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='中最', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,446 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='响', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,461 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='亮', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,477 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='的声音', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,493 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='之一', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,508 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,524 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='需要注意', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,539 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='的是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,555 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,571 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='虽然', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,586 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='蓝', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,602 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='鲸', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,618 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,633 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='现存', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,649 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='最大的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,664 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='哺乳', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,680 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='动物', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,696 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,712 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='但在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,727 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='历史上', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,743 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='曾', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,758 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='出现', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,774 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='过', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,790 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='一些', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,806 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='体型', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,821 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='更大的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,837 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='史', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,852 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='前', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,868 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='哺乳', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,884 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='动物', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,899 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,915 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='比如', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,930 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='某些', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,947 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='恐龙', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,962 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='时代的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,978 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='巨', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:01,994 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='兽', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:02,009 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:02,025 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='但', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:02,041 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='这些', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:02,056 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='并不', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:02,075 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='属于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:02,091 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='现代', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:02,103 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='意义上的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:02,119 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='哺乳', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:02,135 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='动物', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:02,151 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='范畴', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:02,166 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:02,186 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='以上', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:02,197 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='信息', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:02,214 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='并非', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:02,229 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='来自', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:02,245 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='您', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:02,261 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='提供的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:02,279 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:02,291 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='片段', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:02,307 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='内容', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:02,323 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:02,339 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='而是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:02,354 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='基于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:02,370 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='通用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:02,385 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:02,401 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='给出', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:02,417 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='的回答', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:02,432 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:02,449 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-b79a6235c25146158c55ea959b187f67', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762332719, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:03,696 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84643fcae73e49c2ad06bd6a07f19cec', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:03,698 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84643fcae73e49c2ad06bd6a07f19cec', choices=[Choice(delta=ChoiceDelta(content='该', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:03,713 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84643fcae73e49c2ad06bd6a07f19cec', choices=[Choice(delta=ChoiceDelta(content='信息', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:03,729 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84643fcae73e49c2ad06bd6a07f19cec', choices=[Choice(delta=ChoiceDelta(content='不是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:03,745 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84643fcae73e49c2ad06bd6a07f19cec', choices=[Choice(delta=ChoiceDelta(content='来自', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:03,761 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84643fcae73e49c2ad06bd6a07f19cec', choices=[Choice(delta=ChoiceDelta(content='文档', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:03,776 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84643fcae73e49c2ad06bd6a07f19cec', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:03,793 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-84643fcae73e49c2ad06bd6a07f19cec', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762332723, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:04,987 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:04,989 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='自身', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,003 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,019 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,035 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='第一次', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,051 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='工业', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,066 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='革命', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,082 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='开始', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,098 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,113 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,129 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,145 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='世纪', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,161 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='末', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,176 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='期', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,192 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,208 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='大约', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,224 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='在', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,239 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,255 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='7', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,271 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='6', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,287 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,303 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='年至', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,319 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='1', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,335 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,351 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='4', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,367 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,383 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='年', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,398 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='之间', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,414 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,430 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='这一', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,446 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='时期', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,461 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='以', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,477 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='蒸汽', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,493 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='机', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,509 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,525 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='发明', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,540 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='和', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,559 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='广泛应用', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,572 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='为', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,588 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='标志', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,604 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,619 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='推动', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,635 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='了', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,651 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='纺织', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,667 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,682 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='冶金', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,698 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='、', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,714 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='采矿', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,730 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='等多个', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,746 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='行业的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,762 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='机械化', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,780 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='生产', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,793 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:05,809 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-f820c710c4694ac596574dec94ac4e3b', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762332724, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:06,968 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role='assistant', tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:06,970 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='水', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:06,984 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,000 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='化学', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,016 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='式', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,031 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,047 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='H', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,063 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='₂', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,080 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='O', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,094 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,110 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='但是', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,126 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,141 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='根据', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,157 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='您', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,172 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='提供的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,188 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,204 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='片段', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,220 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='内容', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,235 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,251 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='其中', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,267 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='并未', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,282 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='包含', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,298 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='关于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,314 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='水', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,330 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,345 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='化学', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,361 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='式的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,377 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='相关信息', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,392 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,408 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='因此', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,424 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,439 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='此', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,455 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='信息', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,471 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='并非', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,487 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='来源于', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,502 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='您', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,518 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='所提供的', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,534 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='文档', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,549 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='。\n\n', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,565 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='如果您', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,581 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='有', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,597 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='其他', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,612 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='问题', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,628 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,644 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='且', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,659 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='希望', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,675 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='得到', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,690 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='来自', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,706 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='上述', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,722 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='知识', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,738 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='片段', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,754 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='的回答', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,769 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='，请', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,785 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='随时', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,800 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='提出', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,816 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason=None, index=0, logprobs=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)
2025-11-05 16:52:07,832 - rag.llm - 76 - INFO - vllm返回的chunk信息：ChatCompletionChunk(id='chatcmpl-a8430750fdec4ac8b0fea450e6dd7ad7', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None), finish_reason='stop', index=0, logprobs=None, stop_reason=None)], created=1762332726, model='Qwen3-Coder-30B-loft', object='chat.completion.chunk', service_tier=None, system_fingerprint=None, usage=None)