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, mask } 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. if (mask.enabled) {
  34. messages.unshift({
  35. role: "user",
  36. content: mask.content,
  37. })
  38. }
  39. // 通用大模型参数
  40. const requestPayload: any = {
  41. messages: messages,
  42. stream: shouldStream,// 流式回复
  43. model: 'glm-4-flash',// 模型
  44. temperature: 0.95,// 采样温度
  45. top_p: 0.7,// 核取样
  46. tools: [
  47. {
  48. type: 'retrieval', // 工具类型为检索
  49. retrieval: {
  50. knowledge_id: knowledgeId,// 知识库ID
  51. },
  52. },
  53. ],
  54. };
  55. const controller = new AbortController();
  56. options.onController?.(controller);
  57. try {
  58. const chatPath = this.path();
  59. const chatPayload = {
  60. method: "POST",
  61. body: JSON.stringify(requestPayload),
  62. signal: controller.signal,
  63. headers: {
  64. 'Content-Type': 'application/json',
  65. // APIKey
  66. Authorization: bigModelApiKey
  67. },
  68. };
  69. // make a fetch request
  70. const requestTimeoutId = setTimeout(
  71. () => controller.abort(),
  72. REQUEST_TIMEOUT_MS,
  73. );
  74. if (shouldStream) {
  75. let responseText = "";
  76. let remainText = "";
  77. let finished = false;
  78. // animate response to make it looks smooth
  79. function animateResponseText() {
  80. if (finished || controller.signal.aborted) {
  81. responseText += remainText;
  82. if (responseText?.length === 0) {
  83. options.onError?.(new Error("empty response from server"));
  84. }
  85. return;
  86. }
  87. if (remainText.length > 0) {
  88. const fetchCount = Math.max(1, Math.round(remainText.length / 60));
  89. const fetchText = remainText.slice(0, fetchCount);
  90. responseText += fetchText;
  91. remainText = remainText.slice(fetchCount);
  92. options.onUpdate?.(responseText, fetchText);
  93. }
  94. requestAnimationFrame(animateResponseText);
  95. }
  96. // start animaion
  97. animateResponseText();
  98. const finish = async () => {
  99. if (!finished) {
  100. finished = true;
  101. options.onFinish(responseText + remainText);
  102. }
  103. const session = useChatStore.getState().sessions[0];
  104. const data = {
  105. id: session.id,
  106. messages: session.messages.map(item => {
  107. return {
  108. id: item.id,
  109. date: item.date,
  110. role: item.role,
  111. content: item.content,
  112. }
  113. })
  114. }
  115. await fetch('/api/bigModel', {
  116. method: 'POST',
  117. body: JSON.stringify(data)
  118. });
  119. };
  120. controller.signal.onabort = finish;
  121. fetchEventSource(chatPath, {
  122. ...chatPayload,
  123. async onopen(res) {
  124. clearTimeout(requestTimeoutId);
  125. const contentType = res.headers.get("content-type");
  126. console.log("[Baidu] request response content type: ", contentType);
  127. if (contentType?.startsWith("text/plain")) {
  128. responseText = await res.clone().text();
  129. return finish();
  130. }
  131. if (
  132. !res.ok ||
  133. !res.headers
  134. .get("content-type")
  135. ?.startsWith(EventStreamContentType) ||
  136. res.status !== 200
  137. ) {
  138. const responseTexts = [responseText];
  139. let extraInfo = await res.clone().text();
  140. try {
  141. const resJson = await res.clone().json();
  142. extraInfo = prettyObject(resJson);
  143. } catch { }
  144. if (res.status === 401) {
  145. responseTexts.push(Locale.Error.Unauthorized);
  146. }
  147. if (extraInfo) {
  148. responseTexts.push(extraInfo);
  149. }
  150. responseText = responseTexts.join("\n\n");
  151. return finish();
  152. }
  153. },
  154. onmessage(msg) {
  155. if (msg.data === "[DONE]" || finished) {
  156. return finish();
  157. }
  158. const text = msg.data;
  159. try {
  160. const json = JSON.parse(text);
  161. const choices = json.choices as Array<{
  162. delta: { content: string };
  163. }>;
  164. const delta = choices[0]?.delta?.content;
  165. if (delta) {
  166. remainText += delta;
  167. }
  168. } catch (e) {
  169. console.error("[Request] parse error", text, msg);
  170. }
  171. },
  172. onclose() {
  173. finish();
  174. },
  175. onerror(e) {
  176. options.onError?.(e);
  177. throw e;
  178. },
  179. openWhenHidden: true,
  180. });
  181. } else {
  182. const res = await fetch(chatPath, chatPayload);
  183. clearTimeout(requestTimeoutId);
  184. const resJson = await res.json();
  185. const message = resJson?.result;
  186. options.onFinish(message);
  187. }
  188. } catch (e) {
  189. options.onError?.(e as Error);
  190. }
  191. }
  192. async usage() {
  193. return {
  194. used: 0,
  195. total: 0,
  196. };
  197. }
  198. async models(): Promise<LLMModel[]> {
  199. return [];
  200. }
  201. }