bigModel.ts 8.7 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 paramsflag = {...params}
  61. console.log('paramsflag',paramsflag)
  62. paramsflag.prompt.forEach(val => {
  63. val.content = btoa(unescape(encodeURIComponent(val.content)))
  64. });
  65. const chatPayload = {
  66. method: "POST",
  67. body: JSON.stringify(paramsflag),
  68. // body: btoa(unescape(encodeURIComponent(JSON.stringify(params)))),
  69. signal: controller.signal,
  70. headers: {
  71. 'Content-Type': 'application/json',
  72. 'Authorization': token
  73. },
  74. };
  75. const requestTimeoutId = setTimeout(() => controller.abort(), REQUEST_TIMEOUT_MS);
  76. let responseText = "";
  77. let remainText = "";
  78. let finished = false;
  79. function animateResponseText() {
  80. if (finished || controller.signal.aborted) {
  81. responseText += remainText;
  82. if (responseText?.length === 0) {
  83. options.onError?.(new Error("请求已中止,请检查网络环境。"));
  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. animateResponseText();
  97. const finish = () => {
  98. if (!finished) {
  99. finished = true;
  100. options.onFinish(responseText + remainText);
  101. }
  102. };
  103. controller.signal.onabort = finish;
  104. let sliceInfoPromise: Promise<void> | null = null;
  105. fetchEventSource(chatPath, {
  106. ...chatPayload,
  107. async onopen(res: any) {
  108. clearTimeout(requestTimeoutId);
  109. const contentType = res.headers.get("content-type");
  110. if (contentType?.startsWith("text/plain")) {
  111. responseText = await res.clone().text();
  112. return finish();
  113. }
  114. if (
  115. !res.ok ||
  116. !res.headers.get("content-type")?.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: async (msg) => {
  136. const info = JSON.parse(msg.data);
  137. if (info.event === 'finish') { // 完成
  138. const chatMode = useChatStore.getState().chatMode;
  139. if (chatMode === 'LOCAL') {// 切片
  140. useChatStore.getState().updateCurrentSession((se) => {
  141. se.chat_id = info.id;
  142. });
  143. sliceInfoPromise = (async () => {
  144. try {
  145. const res: any = await api.get(`deepseek/api/slice/search/${info.id}`);
  146. let allChunkNum = 0;
  147. delete res.data.code;
  148. const values1 = Object.keys(res.data).reduce((acc, knowledge_id) => {
  149. const docs = res.data[knowledge_id];
  150. const transformedDocs = docs.map((doc: any) =>{
  151. allChunkNum += doc.chunk_nums;
  152. return{
  153. knowledge_id,
  154. ...doc
  155. }
  156. });
  157. return acc.concat(transformedDocs);
  158. }, []);
  159. const sliceInfo = {
  160. allChunkNum:allChunkNum,
  161. ...res.data,
  162. doc: values1
  163. };
  164. delete sliceInfo.code;
  165. useChatStore.getState().updateCurrentSession((session) => {
  166. session.messages = session.messages.map((item, index) => {
  167. if (index === session.messages.length - 1 && item.role !== 'user') {
  168. return {
  169. ...item,
  170. sliceInfo: sliceInfo,
  171. };
  172. } else {
  173. return {
  174. ...item,
  175. }
  176. }
  177. });
  178. });
  179. } catch (error) {
  180. console.error(error);
  181. }
  182. })();
  183. }
  184. return finish();
  185. }
  186. // 获取当前的数据
  187. const currentData = info.data;
  188. const formatStart = '```think';
  189. const formatEnd = 'think```';
  190. if (currentData?.startsWith(formatStart)) {
  191. remainText += currentData.replace(formatStart, '```think\n');
  192. } else if (currentData?.startsWith(formatEnd)) {
  193. remainText += currentData.replace(formatEnd, '```');
  194. } else {
  195. remainText += currentData;
  196. }
  197. },
  198. async onclose() {
  199. finish();
  200. if (sliceInfoPromise) {
  201. await sliceInfoPromise; // 等待 sliceInfo 加载完成
  202. }
  203. const session = useChatStore.getState().sessions[0];
  204. const item = session.messages.find(item => item.role === 'user');
  205. const dialogName = item ? item.content : '新的聊天';
  206. const data = {
  207. id: session.id,
  208. appId: session.appId,
  209. userId: undefined,
  210. dialogName: dialogName,
  211. messages: session.messages.map((item:any) => ({
  212. id: item.id,
  213. date: item.date,
  214. role: item.role,
  215. content: btoa(unescape(encodeURIComponent(item.content))),
  216. sliceInfo: item.sliceInfo,
  217. })),
  218. };
  219. const messages = session.messages.slice();
  220. const backList = messages.reverse();
  221. const record = backList.find(item => item.content && item.role === 'assistant');
  222. if (record) {
  223. useChatStore.setState({
  224. message: {
  225. content: record.content as string,
  226. role: record.role,
  227. }
  228. });
  229. }
  230. const chatMode = useChatStore.getState().chatMode;
  231. if (chatMode === 'LOCAL') {
  232. await api.post('deepseek/api/dialog/save', data);
  233. } else {
  234. await api.post('bigmodel/api/dialog/save', data);
  235. }
  236. },
  237. onerror(e) {
  238. options.onError?.(e);
  239. throw e;
  240. },
  241. openWhenHidden: true,
  242. });
  243. } catch (e) {
  244. options.onError?.(e as Error);
  245. }
  246. }
  247. async usage() {
  248. return {
  249. used: 0,
  250. total: 0,
  251. };
  252. }
  253. async models(): Promise<LLMModel[]> {
  254. return [];
  255. }
  256. }