app.ts 13 KB

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  1. import { create } from "zustand";
  2. import { persist } from "zustand/middleware";
  3. import { type ChatCompletionResponseMessage } from "openai";
  4. import {
  5. ControllerPool,
  6. requestChatStream,
  7. requestWithPrompt,
  8. } from "../requests";
  9. import { trimTopic } from "../utils";
  10. import Locale from "../locales";
  11. export type Message = ChatCompletionResponseMessage & {
  12. date: string;
  13. streaming?: boolean;
  14. isError?: boolean;
  15. };
  16. export enum SubmitKey {
  17. Enter = "Enter",
  18. CtrlEnter = "Ctrl + Enter",
  19. ShiftEnter = "Shift + Enter",
  20. AltEnter = "Alt + Enter",
  21. MetaEnter = "Meta + Enter",
  22. }
  23. export enum Theme {
  24. Auto = "auto",
  25. Dark = "dark",
  26. Light = "light",
  27. }
  28. export interface ChatConfig {
  29. historyMessageCount: number; // -1 means all
  30. compressMessageLengthThreshold: number;
  31. sendBotMessages: boolean; // send bot's message or not
  32. submitKey: SubmitKey;
  33. avatar: string;
  34. fontSize: number;
  35. theme: Theme;
  36. tightBorder: boolean;
  37. sendPreviewBubble: boolean;
  38. disablePromptHint: boolean;
  39. modelConfig: {
  40. model: string;
  41. temperature: number;
  42. max_tokens: number;
  43. presence_penalty: number;
  44. };
  45. }
  46. export type ModelConfig = ChatConfig["modelConfig"];
  47. export const ROLES: Message["role"][] = ["system", "user", "assistant"];
  48. const ENABLE_GPT4 = true;
  49. export const ALL_MODELS = [
  50. {
  51. name: "gpt-4",
  52. available: ENABLE_GPT4,
  53. },
  54. {
  55. name: "gpt-4-0314",
  56. available: ENABLE_GPT4,
  57. },
  58. {
  59. name: "gpt-4-32k",
  60. available: ENABLE_GPT4,
  61. },
  62. {
  63. name: "gpt-4-32k-0314",
  64. available: ENABLE_GPT4,
  65. },
  66. {
  67. name: "gpt-3.5-turbo",
  68. available: true,
  69. },
  70. {
  71. name: "gpt-3.5-turbo-0301",
  72. available: true,
  73. },
  74. ];
  75. export function limitNumber(
  76. x: number,
  77. min: number,
  78. max: number,
  79. defaultValue: number,
  80. ) {
  81. if (typeof x !== "number" || isNaN(x)) {
  82. return defaultValue;
  83. }
  84. return Math.min(max, Math.max(min, x));
  85. }
  86. export function limitModel(name: string) {
  87. return ALL_MODELS.some((m) => m.name === name && m.available)
  88. ? name
  89. : ALL_MODELS[4].name;
  90. }
  91. export const ModalConfigValidator = {
  92. model(x: string) {
  93. return limitModel(x);
  94. },
  95. max_tokens(x: number) {
  96. return limitNumber(x, 0, 32000, 2000);
  97. },
  98. presence_penalty(x: number) {
  99. return limitNumber(x, -2, 2, 0);
  100. },
  101. temperature(x: number) {
  102. return limitNumber(x, 0, 2, 1);
  103. },
  104. };
  105. const DEFAULT_CONFIG: ChatConfig = {
  106. historyMessageCount: 4,
  107. compressMessageLengthThreshold: 1000,
  108. sendBotMessages: true as boolean,
  109. submitKey: SubmitKey.CtrlEnter as SubmitKey,
  110. avatar: "1f603",
  111. fontSize: 14,
  112. theme: Theme.Auto as Theme,
  113. tightBorder: false,
  114. sendPreviewBubble: true,
  115. disablePromptHint: false,
  116. modelConfig: {
  117. model: "gpt-3.5-turbo",
  118. temperature: 1,
  119. max_tokens: 2000,
  120. presence_penalty: 0,
  121. },
  122. };
  123. export interface ChatStat {
  124. tokenCount: number;
  125. wordCount: number;
  126. charCount: number;
  127. }
  128. export interface ChatSession {
  129. id: number;
  130. topic: string;
  131. sendMemory: boolean;
  132. memoryPrompt: string;
  133. context: Message[];
  134. messages: Message[];
  135. stat: ChatStat;
  136. lastUpdate: string;
  137. lastSummarizeIndex: number;
  138. }
  139. const DEFAULT_TOPIC = Locale.Store.DefaultTopic;
  140. export const BOT_HELLO: Message = {
  141. role: "assistant",
  142. content: Locale.Store.BotHello,
  143. date: "",
  144. };
  145. function createEmptySession(): ChatSession {
  146. const createDate = new Date().toLocaleString();
  147. return {
  148. id: Date.now(),
  149. topic: DEFAULT_TOPIC,
  150. sendMemory: true,
  151. memoryPrompt: "",
  152. context: [],
  153. messages: [],
  154. stat: {
  155. tokenCount: 0,
  156. wordCount: 0,
  157. charCount: 0,
  158. },
  159. lastUpdate: createDate,
  160. lastSummarizeIndex: 0,
  161. };
  162. }
  163. interface ChatStore {
  164. config: ChatConfig;
  165. sessions: ChatSession[];
  166. currentSessionIndex: number;
  167. clearSessions: () => void;
  168. removeSession: (index: number) => void;
  169. selectSession: (index: number) => void;
  170. newSession: () => void;
  171. currentSession: () => ChatSession;
  172. onNewMessage: (message: Message) => void;
  173. onUserInput: (content: string) => Promise<void>;
  174. summarizeSession: () => void;
  175. updateStat: (message: Message) => void;
  176. updateCurrentSession: (updater: (session: ChatSession) => void) => void;
  177. updateMessage: (
  178. sessionIndex: number,
  179. messageIndex: number,
  180. updater: (message?: Message) => void,
  181. ) => void;
  182. resetSession: () => void;
  183. getMessagesWithMemory: () => Message[];
  184. getMemoryPrompt: () => Message;
  185. getConfig: () => ChatConfig;
  186. resetConfig: () => void;
  187. updateConfig: (updater: (config: ChatConfig) => void) => void;
  188. clearAllData: () => void;
  189. }
  190. function countMessages(msgs: Message[]) {
  191. return msgs.reduce((pre, cur) => pre + cur.content.length, 0);
  192. }
  193. const LOCAL_KEY = "chat-next-web-store";
  194. export const useChatStore = create<ChatStore>()(
  195. persist(
  196. (set, get) => ({
  197. sessions: [createEmptySession()],
  198. currentSessionIndex: 0,
  199. config: {
  200. ...DEFAULT_CONFIG,
  201. },
  202. clearSessions() {
  203. set(() => ({
  204. sessions: [createEmptySession()],
  205. currentSessionIndex: 0,
  206. }));
  207. },
  208. resetConfig() {
  209. set(() => ({ config: { ...DEFAULT_CONFIG } }));
  210. },
  211. getConfig() {
  212. return get().config;
  213. },
  214. updateConfig(updater) {
  215. const config = get().config;
  216. updater(config);
  217. set(() => ({ config }));
  218. },
  219. selectSession(index: number) {
  220. set({
  221. currentSessionIndex: index,
  222. });
  223. },
  224. removeSession(index: number) {
  225. set((state) => {
  226. let nextIndex = state.currentSessionIndex;
  227. const sessions = state.sessions;
  228. if (sessions.length === 1) {
  229. return {
  230. currentSessionIndex: 0,
  231. sessions: [createEmptySession()],
  232. };
  233. }
  234. sessions.splice(index, 1);
  235. if (nextIndex === index) {
  236. nextIndex -= 1;
  237. }
  238. return {
  239. currentSessionIndex: nextIndex,
  240. sessions,
  241. };
  242. });
  243. },
  244. newSession() {
  245. set((state) => ({
  246. currentSessionIndex: 0,
  247. sessions: [createEmptySession()].concat(state.sessions),
  248. }));
  249. },
  250. currentSession() {
  251. let index = get().currentSessionIndex;
  252. const sessions = get().sessions;
  253. if (index < 0 || index >= sessions.length) {
  254. index = Math.min(sessions.length - 1, Math.max(0, index));
  255. set(() => ({ currentSessionIndex: index }));
  256. }
  257. const session = sessions[index];
  258. return session;
  259. },
  260. onNewMessage(message) {
  261. get().updateCurrentSession((session) => {
  262. session.lastUpdate = new Date().toLocaleString();
  263. });
  264. get().updateStat(message);
  265. get().summarizeSession();
  266. },
  267. async onUserInput(content) {
  268. const userMessage: Message = {
  269. role: "user",
  270. content,
  271. date: new Date().toLocaleString(),
  272. };
  273. const botMessage: Message = {
  274. content: "",
  275. role: "assistant",
  276. date: new Date().toLocaleString(),
  277. streaming: true,
  278. };
  279. // get recent messages
  280. const recentMessages = get().getMessagesWithMemory();
  281. const sendMessages = recentMessages.concat(userMessage);
  282. const sessionIndex = get().currentSessionIndex;
  283. const messageIndex = get().currentSession().messages.length + 1;
  284. // save user's and bot's message
  285. get().updateCurrentSession((session) => {
  286. session.messages.push(userMessage);
  287. session.messages.push(botMessage);
  288. });
  289. // make request
  290. console.log("[User Input] ", sendMessages);
  291. requestChatStream(sendMessages, {
  292. onMessage(content, done) {
  293. // stream response
  294. if (done) {
  295. botMessage.streaming = false;
  296. botMessage.content = content;
  297. get().onNewMessage(botMessage);
  298. ControllerPool.remove(sessionIndex, messageIndex);
  299. } else {
  300. botMessage.content = content;
  301. set(() => ({}));
  302. }
  303. },
  304. onError(error, statusCode) {
  305. if (statusCode === 401) {
  306. botMessage.content = Locale.Error.Unauthorized;
  307. } else {
  308. botMessage.content += "\n\n" + Locale.Store.Error;
  309. }
  310. botMessage.streaming = false;
  311. userMessage.isError = true;
  312. botMessage.isError = true;
  313. set(() => ({}));
  314. ControllerPool.remove(sessionIndex, messageIndex);
  315. },
  316. onController(controller) {
  317. // collect controller for stop/retry
  318. ControllerPool.addController(
  319. sessionIndex,
  320. messageIndex,
  321. controller,
  322. );
  323. },
  324. filterBot: !get().config.sendBotMessages,
  325. modelConfig: get().config.modelConfig,
  326. });
  327. },
  328. getMemoryPrompt() {
  329. const session = get().currentSession();
  330. return {
  331. role: "system",
  332. content: Locale.Store.Prompt.History(session.memoryPrompt),
  333. date: "",
  334. } as Message;
  335. },
  336. getMessagesWithMemory() {
  337. const session = get().currentSession();
  338. const config = get().config;
  339. const messages = session.messages.filter((msg) => !msg.isError);
  340. const n = messages.length;
  341. const context = session.context.slice();
  342. if (
  343. session.sendMemory &&
  344. session.memoryPrompt &&
  345. session.memoryPrompt.length > 0
  346. ) {
  347. const memoryPrompt = get().getMemoryPrompt();
  348. context.push(memoryPrompt);
  349. }
  350. const recentMessages = context.concat(
  351. messages.slice(Math.max(0, n - config.historyMessageCount)),
  352. );
  353. return recentMessages;
  354. },
  355. updateMessage(
  356. sessionIndex: number,
  357. messageIndex: number,
  358. updater: (message?: Message) => void,
  359. ) {
  360. const sessions = get().sessions;
  361. const session = sessions.at(sessionIndex);
  362. const messages = session?.messages;
  363. updater(messages?.at(messageIndex));
  364. set(() => ({ sessions }));
  365. },
  366. resetSession() {
  367. get().updateCurrentSession((session) => {
  368. session.messages = [];
  369. session.memoryPrompt = "";
  370. });
  371. },
  372. summarizeSession() {
  373. const session = get().currentSession();
  374. // should summarize topic after chating more than 50 words
  375. const SUMMARIZE_MIN_LEN = 50;
  376. if (
  377. session.topic === DEFAULT_TOPIC &&
  378. countMessages(session.messages) >= SUMMARIZE_MIN_LEN
  379. ) {
  380. requestWithPrompt(session.messages, Locale.Store.Prompt.Topic).then(
  381. (res) => {
  382. get().updateCurrentSession(
  383. (session) => (session.topic = trimTopic(res)),
  384. );
  385. },
  386. );
  387. }
  388. const config = get().config;
  389. let toBeSummarizedMsgs = session.messages.slice(
  390. session.lastSummarizeIndex,
  391. );
  392. const historyMsgLength = countMessages(toBeSummarizedMsgs);
  393. if (historyMsgLength > get().config?.modelConfig?.max_tokens ?? 4000) {
  394. const n = toBeSummarizedMsgs.length;
  395. toBeSummarizedMsgs = toBeSummarizedMsgs.slice(
  396. Math.max(0, n - config.historyMessageCount),
  397. );
  398. }
  399. // add memory prompt
  400. toBeSummarizedMsgs.unshift(get().getMemoryPrompt());
  401. const lastSummarizeIndex = session.messages.length;
  402. console.log(
  403. "[Chat History] ",
  404. toBeSummarizedMsgs,
  405. historyMsgLength,
  406. config.compressMessageLengthThreshold,
  407. );
  408. if (historyMsgLength > config.compressMessageLengthThreshold) {
  409. requestChatStream(
  410. toBeSummarizedMsgs.concat({
  411. role: "system",
  412. content: Locale.Store.Prompt.Summarize,
  413. date: "",
  414. }),
  415. {
  416. filterBot: false,
  417. onMessage(message, done) {
  418. session.memoryPrompt = message;
  419. if (done) {
  420. console.log("[Memory] ", session.memoryPrompt);
  421. session.lastSummarizeIndex = lastSummarizeIndex;
  422. }
  423. },
  424. onError(error) {
  425. console.error("[Summarize] ", error);
  426. },
  427. },
  428. );
  429. }
  430. },
  431. updateStat(message) {
  432. get().updateCurrentSession((session) => {
  433. session.stat.charCount += message.content.length;
  434. // TODO: should update chat count and word count
  435. });
  436. },
  437. updateCurrentSession(updater) {
  438. const sessions = get().sessions;
  439. const index = get().currentSessionIndex;
  440. updater(sessions[index]);
  441. set(() => ({ sessions }));
  442. },
  443. clearAllData() {
  444. if (confirm(Locale.Store.ConfirmClearAll)) {
  445. localStorage.clear();
  446. location.reload();
  447. }
  448. },
  449. }),
  450. {
  451. name: LOCAL_KEY,
  452. version: 1.2,
  453. migrate(persistedState, version) {
  454. const state = persistedState as ChatStore;
  455. if (version === 1) {
  456. state.sessions.forEach((s) => (s.context = []));
  457. }
  458. if (version < 1.2) {
  459. state.sessions.forEach((s) => (s.sendMemory = true));
  460. }
  461. return state;
  462. },
  463. },
  464. ),
  465. );