bigModel.ts 8.4 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 api from "@/app/api/api";
  17. export class BigModelApi implements LLMApi {
  18. public baseURL: string;
  19. public apiPath: string;
  20. constructor() {
  21. const chatMode = useChatStore.getState().chatMode;
  22. // this.baseURL = 'http://xia0miduo.gicp.net:8401';
  23. this.baseURL = '/bigmodel-api';
  24. if (chatMode === 'LOCAL') {
  25. this.apiPath = this.baseURL + '/deepseek/api/chat';
  26. } else {
  27. this.apiPath = this.baseURL + '/bigmodel/api/model-api/sse-invoke';
  28. }
  29. }
  30. async chat(options: ChatOptions) {
  31. const messages = options.messages.map((item) => {
  32. return {
  33. role: item.role,
  34. content: getMessageTextContent(item),
  35. }
  36. });
  37. const userMessages = messages.filter(item => item.content);
  38. if (userMessages.length % 2 === 0) {
  39. userMessages.unshift({
  40. role: "user",
  41. content: "⠀",
  42. });
  43. }
  44. // 参数
  45. const params = {
  46. appId: options.config.appId,// 应用id
  47. prompt: userMessages,
  48. // 进阶配置
  49. request_id: 'jkec2024-knowledge-base',
  50. returnType: undefined,
  51. knowledge_ids: undefined,
  52. document_ids: undefined,
  53. };
  54. const controller = new AbortController();
  55. options.onController?.(controller);
  56. try {
  57. const userInfo = localStorage.getItem('userInfo');
  58. const token = userInfo ? JSON.parse(userInfo).token : "";
  59. const chatPath = this.apiPath;
  60. const chatPayload = {
  61. method: "POST",
  62. body: JSON.stringify(params),
  63. signal: controller.signal,
  64. headers: {
  65. 'Content-Type': 'application/json',
  66. 'Authorization': token
  67. },
  68. };
  69. const requestTimeoutId = setTimeout(() => controller.abort(), REQUEST_TIMEOUT_MS);
  70. let responseText = "";
  71. let remainText = "";
  72. let finished = false;
  73. function animateResponseText() {
  74. if (finished || controller.signal.aborted) {
  75. responseText += remainText;
  76. if (responseText?.length === 0) {
  77. options.onError?.(new Error("请求已中止,请检查网络环境。"));
  78. }
  79. return;
  80. }
  81. if (remainText.length > 0) {
  82. const fetchCount = Math.max(1, Math.round(remainText.length / 60));
  83. const fetchText = remainText.slice(0, fetchCount);
  84. responseText += fetchText;
  85. remainText = remainText.slice(fetchCount);
  86. options.onUpdate?.(responseText, fetchText);
  87. }
  88. requestAnimationFrame(animateResponseText);
  89. }
  90. animateResponseText();
  91. const finish = () => {
  92. if (!finished) {
  93. finished = true;
  94. options.onFinish(responseText + remainText);
  95. }
  96. };
  97. controller.signal.onabort = finish;
  98. let sliceInfoPromise: Promise<void> | null = null;
  99. fetchEventSource(chatPath, {
  100. ...chatPayload,
  101. async onopen(res: any) {
  102. clearTimeout(requestTimeoutId);
  103. const contentType = res.headers.get("content-type");
  104. if (contentType?.startsWith("text/plain")) {
  105. responseText = await res.clone().text();
  106. return finish();
  107. }
  108. if (
  109. !res.ok ||
  110. !res.headers.get("content-type")?.startsWith(EventStreamContentType) ||
  111. res.status !== 200
  112. ) {
  113. const responseTexts = [responseText];
  114. let extraInfo = await res.clone().text();
  115. try {
  116. const resJson = await res.clone().json();
  117. extraInfo = prettyObject(resJson);
  118. } catch { }
  119. if (res.status === 401) {
  120. responseTexts.push(Locale.Error.Unauthorized);
  121. }
  122. if (extraInfo) {
  123. responseTexts.push(extraInfo);
  124. }
  125. responseText = responseTexts.join("\n\n");
  126. return finish();
  127. }
  128. },
  129. onmessage: async (msg) => {
  130. const info = JSON.parse(msg.data);
  131. if (info.event === 'finish') { // 完成
  132. const chatMode = useChatStore.getState().chatMode;
  133. if (chatMode === 'LOCAL') {// 切片
  134. useChatStore.getState().updateCurrentSession((se) => {
  135. se.chat_id = info.id;
  136. });
  137. sliceInfoPromise = (async () => {
  138. try {
  139. const res: any = await api.get(`deepseek/api/slice/search/${info.id}`);
  140. let allChunkNum = 0;
  141. delete res.data.code;
  142. const values1 = Object.keys(res.data).reduce((acc, knowledge_id) => {
  143. const docs = res.data[knowledge_id];
  144. const transformedDocs = docs.map((doc: any) =>{
  145. allChunkNum += doc.chunk_nums;
  146. return{
  147. knowledge_id,
  148. ...doc
  149. }
  150. });
  151. return acc.concat(transformedDocs);
  152. }, []);
  153. const sliceInfo = {
  154. allChunkNum:allChunkNum,
  155. ...res.data,
  156. doc: values1
  157. };
  158. delete sliceInfo.code;
  159. useChatStore.getState().updateCurrentSession((session) => {
  160. session.messages = session.messages.map((item, index) => {
  161. if (index === session.messages.length - 1 && item.role !== 'user') {
  162. return {
  163. ...item,
  164. sliceInfo: sliceInfo,
  165. };
  166. } else {
  167. return {
  168. ...item,
  169. }
  170. }
  171. });
  172. });
  173. } catch (error) {
  174. console.error(error);
  175. }
  176. })();
  177. }
  178. return finish();
  179. }
  180. // 获取当前的数据
  181. const currentData = info.data;
  182. const formatStart = '```think';
  183. const formatEnd = 'think```';
  184. if (currentData?.startsWith(formatStart)) {
  185. remainText += currentData.replace(formatStart, '```think\n');
  186. } else if (currentData?.startsWith(formatEnd)) {
  187. remainText += currentData.replace(formatEnd, '```');
  188. } else {
  189. remainText += currentData;
  190. }
  191. },
  192. async onclose() {
  193. finish();
  194. if (sliceInfoPromise) {
  195. await sliceInfoPromise; // 等待 sliceInfo 加载完成
  196. }
  197. const session = useChatStore.getState().sessions[0];
  198. const item = session.messages.find(item => item.role === 'user');
  199. const dialogName = item ? item.content : '新的聊天';
  200. const data = {
  201. id: session.id,
  202. appId: session.appId,
  203. userId: undefined,
  204. dialogName: dialogName,
  205. messages: session.messages.map(item => ({
  206. id: item.id,
  207. date: item.date,
  208. role: item.role,
  209. content: item.content,
  210. sliceInfo: item.sliceInfo,
  211. })),
  212. };
  213. const messages = session.messages.slice();
  214. const backList = messages.reverse();
  215. const record = backList.find(item => item.content && item.role === 'assistant');
  216. if (record) {
  217. useChatStore.setState({
  218. message: {
  219. content: record.content as string,
  220. role: record.role,
  221. }
  222. });
  223. }
  224. const chatMode = useChatStore.getState().chatMode;
  225. if (chatMode === 'LOCAL') {
  226. await api.post('deepseek/api/dialog/save', data);
  227. } else {
  228. await api.post('bigmodel/api/dialog/save', data);
  229. }
  230. },
  231. onerror(e) {
  232. options.onError?.(e);
  233. throw e;
  234. },
  235. openWhenHidden: true,
  236. });
  237. } catch (e) {
  238. options.onError?.(e as Error);
  239. }
  240. }
  241. async usage() {
  242. return {
  243. used: 0,
  244. total: 0,
  245. };
  246. }
  247. async models(): Promise<LLMModel[]> {
  248. return [];
  249. }
  250. }