bigmodel.ts 6.0 KB

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  1. "use client";
  2. import { REQUEST_TIMEOUT_MS } from "@/app/constant";
  3. import { useChatStore } from "@/app/store";
  4. import {
  5. ChatOptions,
  6. LLMApi,
  7. LLMModel,
  8. } from "../api";
  9. import Locale from "../../locales";
  10. import {
  11. EventStreamContentType,
  12. fetchEventSource,
  13. } from "@fortaine/fetch-event-source";
  14. import { prettyObject } from "@/app/utils/format";
  15. import { getMessageTextContent } from "@/app/utils";
  16. import { bigModelApiKey, knowledgeId, template } from "../config";
  17. export class BigModelApi implements LLMApi {
  18. path(): string {
  19. return 'https://open.bigmodel.cn/api/paas/v4/chat/completions'
  20. }
  21. async chat(options: ChatOptions) {
  22. const messages = options.messages.map((v) => ({
  23. role: v.role,
  24. content: getMessageTextContent(v),
  25. }));
  26. if (messages.length % 2 === 0) {
  27. messages.unshift({
  28. role: "user",
  29. content: " ",
  30. });
  31. }
  32. const shouldStream = true;
  33. // 通用大模型参数
  34. const requestPayload: any = {
  35. messages: messages,
  36. stream: shouldStream,// 流式回复
  37. model: 'glm-4-0520',// 模型
  38. temperature: 0.01,// 采样温度
  39. top_p: 0.7,// 核取样
  40. tools: [
  41. {
  42. type: 'retrieval', // 工具类型为检索
  43. retrieval: {
  44. // 知识库ID
  45. knowledge_id: knowledgeId,
  46. // 知识库模板
  47. prompt_template: template.content,
  48. },
  49. },
  50. ],
  51. };
  52. const controller = new AbortController();
  53. options.onController?.(controller);
  54. try {
  55. const chatPath = this.path();
  56. const chatPayload = {
  57. method: "POST",
  58. body: JSON.stringify(requestPayload),
  59. signal: controller.signal,
  60. headers: {
  61. 'Content-Type': 'application/json',
  62. // APIKey
  63. Authorization: bigModelApiKey
  64. },
  65. };
  66. // make a fetch request
  67. const requestTimeoutId = setTimeout(
  68. () => controller.abort(),
  69. REQUEST_TIMEOUT_MS,
  70. );
  71. if (shouldStream) {
  72. let responseText = "";
  73. let remainText = "";
  74. let finished = false;
  75. // animate response to make it looks smooth
  76. function animateResponseText() {
  77. if (finished || controller.signal.aborted) {
  78. responseText += remainText;
  79. if (responseText?.length === 0) {
  80. options.onError?.(new Error("empty response from server"));
  81. }
  82. return;
  83. }
  84. if (remainText.length > 0) {
  85. const fetchCount = Math.max(1, Math.round(remainText.length / 60));
  86. const fetchText = remainText.slice(0, fetchCount);
  87. responseText += fetchText;
  88. remainText = remainText.slice(fetchCount);
  89. options.onUpdate?.(responseText, fetchText);
  90. }
  91. requestAnimationFrame(animateResponseText);
  92. }
  93. // start animaion
  94. animateResponseText();
  95. const finish = () => {
  96. if (!finished) {
  97. finished = true;
  98. options.onFinish(responseText + remainText);
  99. }
  100. };
  101. controller.signal.onabort = finish;
  102. fetchEventSource(chatPath, {
  103. ...chatPayload,
  104. async onopen(res) {
  105. clearTimeout(requestTimeoutId);
  106. const contentType = res.headers.get("content-type");
  107. console.log("[Baidu] request response content type: ", contentType);
  108. if (contentType?.startsWith("text/plain")) {
  109. responseText = await res.clone().text();
  110. return finish();
  111. }
  112. if (
  113. !res.ok ||
  114. !res.headers
  115. .get("content-type")
  116. ?.startsWith(EventStreamContentType) ||
  117. res.status !== 200
  118. ) {
  119. const responseTexts = [responseText];
  120. let extraInfo = await res.clone().text();
  121. try {
  122. const resJson = await res.clone().json();
  123. extraInfo = prettyObject(resJson);
  124. } catch { }
  125. if (res.status === 401) {
  126. responseTexts.push(Locale.Error.Unauthorized);
  127. }
  128. if (extraInfo) {
  129. responseTexts.push(extraInfo);
  130. }
  131. responseText = responseTexts.join("\n\n");
  132. return finish();
  133. }
  134. },
  135. onmessage(msg) {
  136. if (msg.data === "[DONE]" || finished) {
  137. return finish();
  138. }
  139. const text = msg.data;
  140. try {
  141. const json = JSON.parse(text);
  142. const choices = json.choices as Array<{
  143. delta: { content: string };
  144. }>;
  145. const delta = choices[0]?.delta?.content;
  146. if (delta) {
  147. remainText += delta;
  148. }
  149. } catch (e) {
  150. console.error("[Request] parse error", text, msg);
  151. }
  152. },
  153. async onclose() {
  154. finish();
  155. const session = useChatStore.getState().sessions[0];
  156. const data = {
  157. id: session.id,
  158. messages: session.messages.map(item => {
  159. return {
  160. id: item.id,
  161. date: item.date,
  162. role: item.role,
  163. content: item.content,
  164. }
  165. })
  166. }
  167. await fetch('/api/bigModel', {
  168. method: 'POST',
  169. body: JSON.stringify(data)
  170. });
  171. },
  172. onerror(e) {
  173. options.onError?.(e);
  174. throw e;
  175. },
  176. openWhenHidden: true,
  177. });
  178. } else {
  179. const res = await fetch(chatPath, chatPayload);
  180. clearTimeout(requestTimeoutId);
  181. const resJson = await res.json();
  182. const message = resJson?.result;
  183. options.onFinish(message);
  184. }
  185. } catch (e) {
  186. options.onError?.(e as Error);
  187. }
  188. }
  189. async usage() {
  190. return {
  191. used: 0,
  192. total: 0,
  193. };
  194. }
  195. async models(): Promise<LLMModel[]> {
  196. return [];
  197. }
  198. }