var __assign = (this && this.__assign) || function () { __assign = Object.assign || function(t) { for (var s, i = 1, n = arguments.length; i < n; i++) { s = arguments[i]; for (var p in s) if (Object.prototype.hasOwnProperty.call(s, p)) t[p] = s[p]; } return t; }; return __assign.apply(this, arguments); }; var __awaiter = (this && this.__awaiter) || function (thisArg, _arguments, P, generator) { function adopt(value) { return value instanceof P ? value : new P(function (resolve) { resolve(value); }); } return new (P || (P = Promise))(function (resolve, reject) { function fulfilled(value) { try { step(generator.next(value)); } catch (e) { reject(e); } } function rejected(value) { try { step(generator["throw"](value)); } catch (e) { reject(e); } } function step(result) { result.done ? resolve(result.value) : adopt(result.value).then(fulfilled, rejected); } step((generator = generator.apply(thisArg, _arguments || [])).next()); }); }; var __generator = (this && this.__generator) || function (thisArg, body) { var _ = { label: 0, sent: function() { if (t[0] & 1) throw t[1]; return t[1]; }, trys: [], ops: [] }, f, y, t, g; return g = { next: verb(0), "throw": verb(1), "return": verb(2) }, typeof Symbol === "function" && (g[Symbol.iterator] = function() { return this; }), g; function verb(n) { return function (v) { return step([n, v]); }; } function step(op) { if (f) throw new TypeError("Generator is already executing."); while (g && (g = 0, op[0] && (_ = 0)), _) try { if (f = 1, y && (t = op[0] & 2 ? y["return"] : op[0] ? y["throw"] || ((t = y["return"]) && t.call(y), 0) : y.next) && !(t = t.call(y, op[1])).done) return t; if (y = 0, t) op = [op[0] & 2, t.value]; switch (op[0]) { case 0: case 1: t = op; break; case 4: _.label++; return { value: op[1], done: false }; case 5: _.label++; y = op[1]; op = [0]; continue; case 7: op = _.ops.pop(); _.trys.pop(); continue; default: if (!(t = _.trys, t = t.length > 0 && t[t.length - 1]) && (op[0] === 6 || op[0] === 2)) { _ = 0; continue; } if (op[0] === 3 && (!t || (op[1] > t[0] && op[1] < t[3]))) { _.label = op[1]; break; } if (op[0] === 6 && _.label < t[1]) { _.label = t[1]; t = op; break; } if (t && _.label < t[2]) { _.label = t[2]; _.ops.push(op); break; } if (t[2]) _.ops.pop(); _.trys.pop(); continue; } op = body.call(thisArg, _); } catch (e) { op = [6, e]; y = 0; } finally { f = t = 0; } if (op[0] & 5) throw op[1]; return { value: op[0] ? op[1] : void 0, done: true }; } }; var __spreadArray = (this && this.__spreadArray) || function (to, from, pack) { if (pack || arguments.length === 2) for (var i = 0, l = from.length, ar; i < l; i++) { if (ar || !(i in from)) { if (!ar) ar = Array.prototype.slice.call(from, 0, i); ar[i] = from[i]; } } return to.concat(ar || Array.prototype.slice.call(from)); }; import Keyv from 'keyv'; import pTimeout from 'p-timeout'; import QuickLRU from 'quick-lru'; import { v4 as uuidv4 } from 'uuid'; import * as tokenizer from './tokenizer.js'; import * as types from './types.js'; import globalFetch from 'node-fetch'; var CHATGPT_MODEL = 'qwen-turbo'; // qwen-plus var USER_LABEL_DEFAULT = 'User'; var ASSISTANT_LABEL_DEFAULT = '同义千问'; var QwenApi = /** @class */ (function () { /** * Creates a new client wrapper around Qwen's chat completion API, mimicing the official ChatGPT webapp's functionality as closely as possible. * * @param opts */ function QwenApi(opts) { var apiKey = opts.apiKey, _a = opts.apiBaseUrl, apiBaseUrl = _a === void 0 ? 'https://dashscope.aliyuncs.com/api/v1' : _a, _b = opts.debug, debug = _b === void 0 ? false : _b, messageStore = opts.messageStore, completionParams = opts.completionParams, parameters = opts.parameters, systemMessage = opts.systemMessage, getMessageById = opts.getMessageById, upsertMessage = opts.upsertMessage, _c = opts.fetch, fetch = _c === void 0 ? globalFetch : _c; this._apiKey = apiKey; this._apiBaseUrl = apiBaseUrl; this._debug = !!debug; this._fetch = fetch; this._completionParams = __assign({ model: CHATGPT_MODEL, parameters: __assign({ top_p: 0.5, top_k: 50, temperature: 1.0, seed: 114514, enable_search: true, result_format: "text", incremental_output: false }, parameters) }, completionParams); this._systemMessage = systemMessage; if (this._systemMessage === undefined) { var currentDate = new Date().toISOString().split('T')[0]; this._systemMessage = "You are ChatGPT, a large language model trained by Qwen. Answer as concisely as possible.\nKnowledge cutoff: 2021-09-01\nCurrent date: ".concat(currentDate); } this._getMessageById = getMessageById !== null && getMessageById !== void 0 ? getMessageById : this._defaultGetMessageById; this._upsertMessage = upsertMessage !== null && upsertMessage !== void 0 ? upsertMessage : this._defaultUpsertMessage; if (messageStore) { this._messageStore = messageStore; } else { this._messageStore = new Keyv({ store: new QuickLRU({ maxSize: 10000 }) }); } if (!this._apiKey) { throw new Error('Qwen missing required apiKey'); } if (!this._fetch) { throw new Error('Invalid environment; fetch is not defined'); } if (typeof this._fetch !== 'function') { throw new Error('Invalid "fetch" is not a function'); } } /** * Sends a message to the Qwen chat completions endpoint, waits for the response * to resolve, and returns the response. * * If you want your response to have historical context, you must provide a valid `parentMessageId`. * * If you want to receive a stream of partial responses, use `opts.onProgress`. * * Set `debug: true` in the `ChatGPTAPI` constructor to log more info on the full prompt sent to the Qwen chat completions API. You can override the `systemMessage` in `opts` to customize the assistant's instructions. * * @param message - The prompt message to send * @param opts.parentMessageId - Optional ID of the previous message in the conversation (defaults to `undefined`) * @param opts.conversationId - Optional ID of the conversation (defaults to `undefined`) * @param opts.messageId - Optional ID of the message to send (defaults to a random UUID) * @param opts.systemMessage - Optional override for the chat "system message" which acts as instructions to the model (defaults to the ChatGPT system message) * @param opts.timeoutMs - Optional timeout in milliseconds (defaults to no timeout) * @param opts.onProgress - Optional callback which will be invoked every time the partial response is updated * @param opts.abortSignal - Optional callback used to abort the underlying `fetch` call using an [AbortController](https://developer.mozilla.org/en-US/docs/Web/API/AbortController) * @param completionParams - Optional overrides to send to the [Qwen chat completion API](https://platform.openai.com/docs/api-reference/chat/create). Options like `temperature` and `presence_penalty` can be tweaked to change the personality of the assistant. * * @returns The response from ChatGPT */ QwenApi.prototype.sendMessage = function (text, opts, role) { if (opts === void 0) { opts = {}; } if (role === void 0) { role = 'user'; } return __awaiter(this, void 0, void 0, function () { var parentMessageId, _a, messageId, timeoutMs, completionParams, conversationId, abortSignal, abortController, message, latestQuestion, _b, messages, maxTokens, numTokens, result, responseP; var _this = this; return __generator(this, function (_c) { switch (_c.label) { case 0: parentMessageId = opts.parentMessageId, _a = opts.messageId, messageId = _a === void 0 ? uuidv4() : _a, timeoutMs = opts.timeoutMs, completionParams = opts.completionParams, conversationId = opts.conversationId; abortSignal = opts.abortSignal; abortController = null; if (timeoutMs && !abortSignal) { abortController = new AbortController(); abortSignal = abortController.signal; } message = { role: role, id: messageId, conversationId: conversationId, parentMessageId: parentMessageId, text: text, }; latestQuestion = message; return [4 /*yield*/, this._buildMessages(text, role, opts, completionParams)]; case 1: _b = _c.sent(), messages = _b.messages, maxTokens = _b.maxTokens, numTokens = _b.numTokens; console.log("maxTokens: ".concat(maxTokens, ", numTokens: ").concat(numTokens)); result = { role: 'assistant', id: uuidv4(), conversationId: conversationId, parentMessageId: messageId, text: undefined, }; this._completionParams.input = { messages: messages }; responseP = new Promise(function (resolve, reject) { return __awaiter(_this, void 0, void 0, function () { var url, headers, body, res, reason, msg, error, response, err_1; return __generator(this, function (_a) { switch (_a.label) { case 0: url = "".concat(this._apiBaseUrl, "/services/aigc/text-generation/generation"); headers = { 'Content-Type': 'application/json', Authorization: "Bearer ".concat(this._apiKey) }; body = __assign(__assign({}, this._completionParams), completionParams); if (this._debug) { console.log(JSON.stringify(body)); } if (this._debug) { console.log("sendMessage (".concat(numTokens, " tokens)"), body); } _a.label = 1; case 1: _a.trys.push([1, 6, , 7]); return [4 /*yield*/, this._fetch(url, { method: 'POST', headers: headers, body: JSON.stringify(body), signal: abortSignal })]; case 2: res = _a.sent(); if (!!res.ok) return [3 /*break*/, 4]; return [4 /*yield*/, res.text()]; case 3: reason = _a.sent(); msg = "Qwen error ".concat(res.status || res.statusText, ": ").concat(reason); error = new types.ChatGPTError(msg, { cause: res }); error.statusCode = res.status; error.statusText = res.statusText; return [2 /*return*/, reject(error)]; case 4: return [4 /*yield*/, res.json()]; case 5: response = _a.sent(); if (this._debug) { console.log(response); } if (response === null || response === void 0 ? void 0 : response.request_id) { result.id = response.request_id; } result.detail = response; result.text = response.output.text; return [2 /*return*/, resolve(result)]; case 6: err_1 = _a.sent(); return [2 /*return*/, reject(err_1)]; case 7: return [2 /*return*/]; } }); }); }).then(function (message) { return __awaiter(_this, void 0, void 0, function () { return __generator(this, function (_a) { return [2 /*return*/, Promise.all([ this._upsertMessage(latestQuestion), this._upsertMessage(message) ]).then(function () { return message; })]; }); }); }); if (timeoutMs) { if (abortController) { // This will be called when a timeout occurs in order for us to forcibly // ensure that the underlying HTTP request is aborted. ; responseP.cancel = function () { abortController.abort(); }; } return [2 /*return*/, pTimeout(responseP, { milliseconds: timeoutMs, message: 'Qwen timed out waiting for response' })]; } else { return [2 /*return*/, responseP]; } return [2 /*return*/]; } }); }); }; Object.defineProperty(QwenApi.prototype, "apiKey", { get: function () { return this._apiKey; }, set: function (apiKey) { this._apiKey = apiKey; }, enumerable: false, configurable: true }); QwenApi.prototype._buildMessages = function (text, role, opts, completionParams) { return __awaiter(this, void 0, void 0, function () { var _a, systemMessage, parentMessageId, userLabel, assistantLabel, maxNumTokens, messages, systemMessageOffset, nextMessages, functionToken, numTokens, prompt_1, nextNumTokensEstimate, _i, nextMessages_1, m1, _b, isValidPrompt, parentMessage, parentMessageRole, maxTokens; return __generator(this, function (_c) { switch (_c.label) { case 0: _a = opts.systemMessage, systemMessage = _a === void 0 ? this._systemMessage : _a; parentMessageId = opts.parentMessageId; userLabel = USER_LABEL_DEFAULT; assistantLabel = ASSISTANT_LABEL_DEFAULT; maxNumTokens = 6000; messages = []; if (systemMessage) { messages.push({ role: 'system', content: systemMessage }); } systemMessageOffset = messages.length; nextMessages = text ? messages.concat([ { role: role, content: text } ]) : messages; functionToken = 0; numTokens = functionToken; _c.label = 1; case 1: prompt_1 = nextMessages .reduce(function (prompt, message) { switch (message.role) { case 'system': return prompt.concat(["Instructions:\n".concat(message.content)]); case 'user': return prompt.concat(["".concat(userLabel, ":\n").concat(message.content)]); default: return message.content ? prompt.concat(["".concat(assistantLabel, ":\n").concat(message.content)]) : prompt; } }, []) .join('\n\n'); return [4 /*yield*/, this._getTokenCount(prompt_1)]; case 2: nextNumTokensEstimate = _c.sent(); _i = 0, nextMessages_1 = nextMessages; _c.label = 3; case 3: if (!(_i < nextMessages_1.length)) return [3 /*break*/, 6]; m1 = nextMessages_1[_i]; _b = nextNumTokensEstimate; return [4 /*yield*/, this._getTokenCount('')]; case 4: nextNumTokensEstimate = _b + _c.sent(); _c.label = 5; case 5: _i++; return [3 /*break*/, 3]; case 6: isValidPrompt = nextNumTokensEstimate + functionToken <= maxNumTokens; if (prompt_1 && !isValidPrompt) { return [3 /*break*/, 9]; } messages = nextMessages; numTokens = nextNumTokensEstimate + functionToken; if (!isValidPrompt) { return [3 /*break*/, 9]; } if (!parentMessageId) { return [3 /*break*/, 9]; } return [4 /*yield*/, this._getMessageById(parentMessageId)]; case 7: parentMessage = _c.sent(); if (!parentMessage) { return [3 /*break*/, 9]; } parentMessageRole = parentMessage.role || 'user'; nextMessages = nextMessages.slice(0, systemMessageOffset).concat(__spreadArray([ { role: parentMessageRole, content: parentMessage.text } ], nextMessages.slice(systemMessageOffset), true)); parentMessageId = parentMessage.parentMessageId; _c.label = 8; case 8: if (true) return [3 /*break*/, 1]; _c.label = 9; case 9: maxTokens = Math.max(1, Math.min(this._maxModelTokens - numTokens, this._maxResponseTokens)); return [2 /*return*/, { messages: messages, maxTokens: maxTokens, numTokens: numTokens }]; } }); }); }; QwenApi.prototype._getTokenCount = function (text) { return __awaiter(this, void 0, void 0, function () { return __generator(this, function (_a) { if (!text) { return [2 /*return*/, 0]; } // TODO: use a better fix in the tokenizer text = text.replace(/<\|endoftext\|>/g, ''); return [2 /*return*/, tokenizer.encode(text).length]; }); }); }; QwenApi.prototype._defaultGetMessageById = function (id) { return __awaiter(this, void 0, void 0, function () { var res; return __generator(this, function (_a) { switch (_a.label) { case 0: return [4 /*yield*/, this._messageStore.get(id)]; case 1: res = _a.sent(); return [2 /*return*/, res]; } }); }); }; QwenApi.prototype._defaultUpsertMessage = function (message) { return __awaiter(this, void 0, void 0, function () { return __generator(this, function (_a) { switch (_a.label) { case 0: return [4 /*yield*/, this._messageStore.set(message.request_id, message)]; case 1: _a.sent(); return [2 /*return*/]; } }); }); }; return QwenApi; }()); export { QwenApi };