diff --git a/README.md b/README.md index 0812c4c..1291969 100644 --- a/README.md +++ b/README.md @@ -1,5 +1,5 @@ ![chatgpt-plugin](https://user-images.githubusercontent.com/21212372/232115814-de9a0633-371f-4733-8da0-dd6e912c8a1e.png) -

云崽QQ机器人的ChatGPT插件

+

云崽QQ机器人的ChatGPT插件(开发分支请勿使用)

diff --git a/package.json b/package.json index 9d877c6..2290e1d 100644 --- a/package.json +++ b/package.json @@ -7,11 +7,12 @@ "@fastify/cors": "^8.2.0", "@fastify/static": "^6.9.0", "@slack/bolt": "^3.13.0", - "@waylaidwanderer/chatgpt-api": "^1.33.2", + "@waylaidwanderer/chatgpt-api": "^1.36.0", "asn1.js": "^5.0.0", - "chatgpt": "^5.1.1", + "chatgpt": "^5.2.4", "delay": "^5.0.0", "diff": "^5.1.0", + "emoji-strip": "^1.0.1", "eventsource": "^2.0.2", "eventsource-parser": "^1.0.0", "fastify": "^4.13.0", @@ -20,13 +21,13 @@ "keyv": "^4.5.2", "keyv-file": "^0.2.0", "microsoft-cognitiveservices-speech-sdk": "^1.27.0", - "emoji-strip": "^1.0.1", "node-fetch": "^3.3.1", "openai": "^3.2.1", "random": "^4.1.0", "undici": "^5.21.0", "uuid": "^9.0.0", - "ws": "^8.13.0" + "ws": "^8.13.0", + "js-tiktoken": "^1.0.5" }, "optionalDependencies": { "@node-rs/jieba": "^1.6.2", @@ -36,5 +37,9 @@ "puppeteer-extra-plugin-recaptcha": "^3.6.8", "puppeteer-extra-plugin-stealth": "^2.11.2", "sharp": "^0.31.3" + }, + "devDependencies": { + "ts-node": "^10.9.1", + "ts-node-register": "^1.0.0" } -} \ No newline at end of file +} diff --git a/utils/openai/chatgpt-api.ts b/utils/openai/chatgpt-api.ts new file mode 100644 index 0000000..83273a7 --- /dev/null +++ b/utils/openai/chatgpt-api.ts @@ -0,0 +1,470 @@ +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' +import * as types from './types' +import globalFetch from 'node-fetch' +import { fetchSSE } from './fetch-sse' + +const CHATGPT_MODEL = 'gpt-3.5-turbo' + +const USER_LABEL_DEFAULT = 'User' +const ASSISTANT_LABEL_DEFAULT = 'ChatGPT' + +export class ChatGPTAPI { + protected _apiKey: string + protected _apiBaseUrl: string + protected _apiOrg?: string + protected _debug: boolean + + protected _systemMessage: string + protected _completionParams: Omit< + types.openai.CreateChatCompletionRequest, + 'messages' | 'n' + > + protected _maxModelTokens: number + protected _maxResponseTokens: number + protected _fetch: types.FetchFn + + protected _getMessageById: types.GetMessageByIdFunction + protected _upsertMessage: types.UpsertMessageFunction + + protected _messageStore: Keyv + + /** + * Creates a new client wrapper around OpenAI's chat completion API, mimicing the official ChatGPT webapp's functionality as closely as possible. + * + * @param apiKey - OpenAI API key (required). + * @param apiOrg - Optional OpenAI API organization (optional). + * @param apiBaseUrl - Optional override for the OpenAI API base URL. + * @param debug - Optional enables logging debugging info to stdout. + * @param completionParams - Param overrides to send to the [OpenAI 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. + * @param maxModelTokens - Optional override for the maximum number of tokens allowed by the model's context. Defaults to 4096. + * @param maxResponseTokens - Optional override for the minimum number of tokens allowed for the model's response. Defaults to 1000. + * @param messageStore - Optional [Keyv](https://github.com/jaredwray/keyv) store to persist chat messages to. If not provided, messages will be lost when the process exits. + * @param getMessageById - Optional function to retrieve a message by its ID. If not provided, the default implementation will be used (using an in-memory `messageStore`). + * @param upsertMessage - Optional function to insert or update a message. If not provided, the default implementation will be used (using an in-memory `messageStore`). + * @param fetch - Optional override for the `fetch` implementation to use. Defaults to the global `fetch` function. + */ + constructor(opts: types.ChatGPTAPIOptions) { + const { + apiKey, + apiOrg, + apiBaseUrl = 'https://api.openai.com/v1', + debug = false, + messageStore, + completionParams, + systemMessage, + maxModelTokens = 4000, + maxResponseTokens = 1000, + getMessageById, + upsertMessage, + fetch = globalFetch + } = opts + + this._apiKey = apiKey + this._apiOrg = apiOrg + this._apiBaseUrl = apiBaseUrl + this._debug = !!debug + this._fetch = fetch + + this._completionParams = { + model: CHATGPT_MODEL, + temperature: 0.8, + top_p: 1.0, + presence_penalty: 1.0, + ...completionParams + } + + this._systemMessage = systemMessage + + if (this._systemMessage === undefined) { + const currentDate = new Date().toISOString().split('T')[0] + this._systemMessage = `You are ChatGPT, a large language model trained by OpenAI. Answer as concisely as possible.\nKnowledge cutoff: 2021-09-01\nCurrent date: ${currentDate}` + } + + this._maxModelTokens = maxModelTokens + this._maxResponseTokens = maxResponseTokens + + this._getMessageById = getMessageById ?? this._defaultGetMessageById + this._upsertMessage = upsertMessage ?? this._defaultUpsertMessage + + if (messageStore) { + this._messageStore = messageStore + } else { + this._messageStore = new Keyv({ + store: new QuickLRU({ maxSize: 10000 }) + }) + } + + if (!this._apiKey) { + throw new Error('OpenAI 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 OpenAI 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 OpenAI 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 [OpenAI 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 + */ + async sendMessage( + text: string, + opts: types.SendMessageOptions = {} + ): Promise { + const { + parentMessageId, + messageId = uuidv4(), + timeoutMs, + onProgress, + stream = onProgress ? true : false, + completionParams, + conversationId + } = opts + + let { abortSignal } = opts + + let abortController: AbortController = null + if (timeoutMs && !abortSignal) { + abortController = new AbortController() + abortSignal = abortController.signal + } + + const message: types.ChatMessage = { + role: 'user', + id: messageId, + conversationId, + parentMessageId, + text + } + + const latestQuestion = message + + const { messages, maxTokens, numTokens } = await this._buildMessages( + text, + opts + ) + + const result: types.ChatMessage = { + role: 'assistant', + id: uuidv4(), + conversationId, + parentMessageId: messageId, + text: '' + } + + const responseP = new Promise( + async (resolve, reject) => { + const url = `${this._apiBaseUrl}/chat/completions` + const headers = { + 'Content-Type': 'application/json', + Authorization: `Bearer ${this._apiKey}` + } + const body = { + max_tokens: maxTokens, + ...this._completionParams, + ...completionParams, + messages, + stream + } + + // Support multiple organizations + // See https://platform.openai.com/docs/api-reference/authentication + if (this._apiOrg) { + headers['OpenAI-Organization'] = this._apiOrg + } + + if (this._debug) { + console.log(`sendMessage (${numTokens} tokens)`, body) + } + + if (stream) { + fetchSSE( + url, + { + method: 'POST', + headers, + body: JSON.stringify(body), + signal: abortSignal, + onMessage: (data: string) => { + if (data === '[DONE]') { + result.text = result.text.trim() + return resolve(result) + } + + try { + const response: types.openai.CreateChatCompletionDeltaResponse = + JSON.parse(data) + + if (response.id) { + result.id = response.id + } + + if (response.choices?.length) { + const delta = response.choices[0].delta + result.delta = delta.content + if (delta?.content) result.text += delta.content + + if (delta.role) { + result.role = delta.role + } + + result.detail = response + onProgress?.(result) + } + } catch (err) { + console.warn('OpenAI stream SEE event unexpected error', err) + return reject(err) + } + } + }, + this._fetch + ).catch(reject) + } else { + try { + const res = await this._fetch(url, { + method: 'POST', + headers, + body: JSON.stringify(body), + signal: abortSignal + }) + + if (!res.ok) { + const reason = await res.text() + const msg = `OpenAI error ${ + res.status || res.statusText + }: ${reason}` + const error = new types.ChatGPTError(msg, { cause: res }) + error.statusCode = res.status + error.statusText = res.statusText + return reject(error) + } + + const response: types.openai.CreateChatCompletionResponse = + await res.json() + if (this._debug) { + console.log(response) + } + + if (response?.id) { + result.id = response.id + } + + if (response?.choices?.length) { + const message = response.choices[0].message + result.text = message.content + if (message.role) { + result.role = message.role + } + } else { + const res = response as any + return reject( + new Error( + `OpenAI error: ${ + res?.detail?.message || res?.detail || 'unknown' + }` + ) + ) + } + + result.detail = response + + return resolve(result) + } catch (err) { + return reject(err) + } + } + } + ).then(async (message) => { + if (message.detail && !message.detail.usage) { + try { + const promptTokens = numTokens + const completionTokens = await this._getTokenCount(message.text) + message.detail.usage = { + prompt_tokens: promptTokens, + completion_tokens: completionTokens, + total_tokens: promptTokens + completionTokens, + estimated: true + } + } catch (err) { + // TODO: this should really never happen, but if it does, + // we should handle notify the user gracefully + } + } + + return Promise.all([ + this._upsertMessage(latestQuestion), + this._upsertMessage(message) + ]).then(() => 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 as any).cancel = () => { + abortController.abort() + } + } + + return pTimeout(responseP, { + milliseconds: timeoutMs, + message: 'OpenAI timed out waiting for response' + }) + } else { + return responseP + } + } + + get apiKey(): string { + return this._apiKey + } + + set apiKey(apiKey: string) { + this._apiKey = apiKey + } + + get apiOrg(): string { + return this._apiOrg + } + + set apiOrg(apiOrg: string) { + this._apiOrg = apiOrg + } + + protected async _buildMessages(text: string, opts: types.SendMessageOptions) { + const { systemMessage = this._systemMessage } = opts + let { parentMessageId } = opts + + const userLabel = USER_LABEL_DEFAULT + const assistantLabel = ASSISTANT_LABEL_DEFAULT + + const maxNumTokens = this._maxModelTokens - this._maxResponseTokens + let messages: types.openai.ChatCompletionRequestMessage[] = [] + + if (systemMessage) { + messages.push({ + role: 'system', + content: systemMessage + }) + } + + const systemMessageOffset = messages.length + let nextMessages = text + ? messages.concat([ + { + role: 'user', + content: text, + name: opts.name + } + ]) + : messages + let numTokens = 0 + + do { + const prompt = nextMessages + .reduce((prompt, message) => { + switch (message.role) { + case 'system': + return prompt.concat([`Instructions:\n${message.content}`]) + case 'user': + return prompt.concat([`${userLabel}:\n${message.content}`]) + default: + return prompt.concat([`${assistantLabel}:\n${message.content}`]) + } + }, [] as string[]) + .join('\n\n') + + const nextNumTokensEstimate = await this._getTokenCount(prompt) + const isValidPrompt = nextNumTokensEstimate <= maxNumTokens + + if (prompt && !isValidPrompt) { + break + } + + messages = nextMessages + numTokens = nextNumTokensEstimate + + if (!isValidPrompt) { + break + } + + if (!parentMessageId) { + break + } + + const parentMessage = await this._getMessageById(parentMessageId) + if (!parentMessage) { + break + } + + const parentMessageRole = parentMessage.role || 'user' + + nextMessages = nextMessages.slice(0, systemMessageOffset).concat([ + { + role: parentMessageRole, + content: parentMessage.text, + name: parentMessage.name + }, + ...nextMessages.slice(systemMessageOffset) + ]) + + parentMessageId = parentMessage.parentMessageId + } while (true) + + // Use up to 4096 tokens (prompt + response), but try to leave 1000 tokens + // for the response. + const maxTokens = Math.max( + 1, + Math.min(this._maxModelTokens - numTokens, this._maxResponseTokens) + ) + + return { messages, maxTokens, numTokens } + } + + protected async _getTokenCount(text: string) { + // TODO: use a better fix in the tokenizer + text = text.replace(/<\|endoftext\|>/g, '') + + return tokenizer.encode(text).length + } + + protected async _defaultGetMessageById( + id: string + ): Promise { + const res = await this._messageStore.get(id) + return res + } + + protected async _defaultUpsertMessage( + message: types.ChatMessage + ): Promise { + await this._messageStore.set(message.id, message) + } +} \ No newline at end of file diff --git a/utils/openai/fetch-sse.ts b/utils/openai/fetch-sse.ts new file mode 100644 index 0000000..f30a773 --- /dev/null +++ b/utils/openai/fetch-sse.ts @@ -0,0 +1,89 @@ +import { createParser } from 'eventsource-parser' + +import * as types from './types' +import { fetch as nodefetch } from 'node-fetch' +import { streamAsyncIterable } from './stream-async-iterable' + +export async function fetchSSE( + url: string, + options: Parameters[1] & { + onMessage: (data: string) => void + onError?: (error: any) => void + }, + fetch: types.FetchFn = nodefetch +) { + const { onMessage, onError, ...fetchOptions } = options + const res = await fetch(url, fetchOptions) + if (!res.ok) { + let reason: string + + try { + reason = await res.text() + } catch (err) { + reason = res.statusText + } + + const msg = `ChatGPT error ${res.status}: ${reason}` + const error = new types.ChatGPTError(msg, { cause: res }) + error.statusCode = res.status + error.statusText = res.statusText + throw error + } + + const parser = createParser((event) => { + if (event.type === 'event') { + onMessage(event.data) + } + }) + + // handle special response errors + const feed = (chunk: string) => { + let response = null + + try { + response = JSON.parse(chunk) + } catch { + // ignore + } + + if (response?.detail?.type === 'invalid_request_error') { + const msg = `ChatGPT error ${response.detail.message}: ${response.detail.code} (${response.detail.type})` + const error = new types.ChatGPTError(msg, { cause: response }) + error.statusCode = response.detail.code + error.statusText = response.detail.message + + if (onError) { + onError(error) + } else { + console.error(error) + } + + // don't feed to the event parser + return + } + + parser.feed(chunk) + } + + if (!res.body.getReader) { + // Vercel polyfills `fetch` with `node-fetch`, which doesn't conform to + // web standards, so this is a workaround... + const body: NodeJS.ReadableStream = res.body as any + + if (!body.on || !body.read) { + throw new types.ChatGPTError('unsupported "fetch" implementation') + } + + body.on('readable', () => { + let chunk: string | Buffer + while (null !== (chunk = body.read())) { + feed(chunk.toString()) + } + }) + } else { + for await (const chunk of streamAsyncIterable(res.body)) { + const str = new TextDecoder().decode(chunk) + feed(str) + } + } +} \ No newline at end of file diff --git a/utils/openai/tokenizer.ts b/utils/openai/tokenizer.ts new file mode 100644 index 0000000..7b2b23d --- /dev/null +++ b/utils/openai/tokenizer.ts @@ -0,0 +1,8 @@ +import { getEncoding } from 'js-tiktoken' + +// TODO: make this configurable +const tokenizer = getEncoding('cl100k_base') + +export function encode(input: string): Uint32Array { + return new Uint32Array(tokenizer.encode(input)) +} \ No newline at end of file diff --git a/utils/openai/types.ts b/utils/openai/types.ts new file mode 100644 index 0000000..9a7db71 --- /dev/null +++ b/utils/openai/types.ts @@ -0,0 +1,446 @@ +import Keyv from 'keyv' + +export type Role = 'user' | 'assistant' | 'system' + +export type FetchFn = typeof fetch + +export type ChatGPTAPIOptions = { + apiKey: string + + /** @defaultValue `'https://api.openai.com'` **/ + apiBaseUrl?: string + + apiOrg?: string + + /** @defaultValue `false` **/ + debug?: boolean + + completionParams?: Partial< + Omit + > + + systemMessage?: string + + /** @defaultValue `4096` **/ + maxModelTokens?: number + + /** @defaultValue `1000` **/ + maxResponseTokens?: number + + messageStore?: Keyv + getMessageById?: GetMessageByIdFunction + upsertMessage?: UpsertMessageFunction + + fetch?: FetchFn +} + +export type SendMessageOptions = { + /** The name of a user in a multi-user chat. */ + name?: string + parentMessageId?: string + conversationId?: string + messageId?: string + stream?: boolean + systemMessage?: string + timeoutMs?: number + onProgress?: (partialResponse: ChatMessage) => void + abortSignal?: AbortSignal + completionParams?: Partial< + Omit + > +} + +export type MessageActionType = 'next' | 'variant' + +export type SendMessageBrowserOptions = { + conversationId?: string + parentMessageId?: string + messageId?: string + action?: MessageActionType + timeoutMs?: number + onProgress?: (partialResponse: ChatMessage) => void + abortSignal?: AbortSignal +} + +export interface ChatMessage { + id: string + text: string + role: Role + name?: string + delta?: string + detail?: + | openai.CreateChatCompletionResponse + | CreateChatCompletionStreamResponse + + // relevant for both ChatGPTAPI and ChatGPTUnofficialProxyAPI + parentMessageId?: string + + // only relevant for ChatGPTUnofficialProxyAPI (optional for ChatGPTAPI) + conversationId?: string +} + +export class ChatGPTError extends Error { + statusCode?: number + statusText?: string + isFinal?: boolean + accountId?: string +} + +/** Returns a chat message from a store by it's ID (or null if not found). */ +export type GetMessageByIdFunction = (id: string) => Promise + +/** Upserts a chat message to a store. */ +export type UpsertMessageFunction = (message: ChatMessage) => Promise + +export interface CreateChatCompletionStreamResponse + extends openai.CreateChatCompletionDeltaResponse { + usage: CreateCompletionStreamResponseUsage +} + +export interface CreateCompletionStreamResponseUsage + extends openai.CreateCompletionResponseUsage { + estimated: true +} + +/** + * https://chat.openapi.com/backend-api/conversation + */ +export type ConversationJSONBody = { + /** + * The action to take + */ + action: string + + /** + * The ID of the conversation + */ + conversation_id?: string + + /** + * Prompts to provide + */ + messages: Prompt[] + + /** + * The model to use + */ + model: string + + /** + * The parent message ID + */ + parent_message_id: string +} + +export type Prompt = { + /** + * The content of the prompt + */ + content: PromptContent + + /** + * The ID of the prompt + */ + id: string + + /** + * The role played in the prompt + */ + role: Role +} + +export type ContentType = 'text' + +export type PromptContent = { + /** + * The content type of the prompt + */ + content_type: ContentType + + /** + * The parts to the prompt + */ + parts: string[] +} + +export type ConversationResponseEvent = { + message?: Message + conversation_id?: string + error?: string | null +} + +export type Message = { + id: string + content: MessageContent + role: Role + user: string | null + create_time: string | null + update_time: string | null + end_turn: null + weight: number + recipient: string + metadata: MessageMetadata +} + +export type MessageContent = { + content_type: string + parts: string[] +} + +export type MessageMetadata = any + +export namespace openai { + export interface CreateChatCompletionDeltaResponse { + id: string + object: 'chat.completion.chunk' + created: number + model: string + choices: [ + { + delta: { + role: Role + content?: string + } + index: number + finish_reason: string | null + } + ] + } + + /** + * + * @export + * @interface ChatCompletionRequestMessage + */ + export interface ChatCompletionRequestMessage { + /** + * The role of the author of this message. + * @type {string} + * @memberof ChatCompletionRequestMessage + */ + role: ChatCompletionRequestMessageRoleEnum + /** + * The contents of the message + * @type {string} + * @memberof ChatCompletionRequestMessage + */ + content: string + /** + * The name of the user in a multi-user chat + * @type {string} + * @memberof ChatCompletionRequestMessage + */ + name?: string + } + export declare const ChatCompletionRequestMessageRoleEnum: { + readonly System: 'system' + readonly User: 'user' + readonly Assistant: 'assistant' + } + export declare type ChatCompletionRequestMessageRoleEnum = + (typeof ChatCompletionRequestMessageRoleEnum)[keyof typeof ChatCompletionRequestMessageRoleEnum] + /** + * + * @export + * @interface ChatCompletionResponseMessage + */ + export interface ChatCompletionResponseMessage { + /** + * The role of the author of this message. + * @type {string} + * @memberof ChatCompletionResponseMessage + */ + role: ChatCompletionResponseMessageRoleEnum + /** + * The contents of the message + * @type {string} + * @memberof ChatCompletionResponseMessage + */ + content: string + } + export declare const ChatCompletionResponseMessageRoleEnum: { + readonly System: 'system' + readonly User: 'user' + readonly Assistant: 'assistant' + } + export declare type ChatCompletionResponseMessageRoleEnum = + (typeof ChatCompletionResponseMessageRoleEnum)[keyof typeof ChatCompletionResponseMessageRoleEnum] + /** + * + * @export + * @interface CreateChatCompletionRequest + */ + export interface CreateChatCompletionRequest { + /** + * ID of the model to use. Currently, only `gpt-3.5-turbo` and `gpt-3.5-turbo-0301` are supported. + * @type {string} + * @memberof CreateChatCompletionRequest + */ + model: string + /** + * The messages to generate chat completions for, in the [chat format](/docs/guides/chat/introduction). + * @type {Array} + * @memberof CreateChatCompletionRequest + */ + messages: Array + /** + * What sampling temperature to use, between 0 and 2. Higher values like 0.8 will make the output more random, while lower values like 0.2 will make it more focused and deterministic. We generally recommend altering this or `top_p` but not both. + * @type {number} + * @memberof CreateChatCompletionRequest + */ + temperature?: number | null + /** + * An alternative to sampling with temperature, called nucleus sampling, where the model considers the results of the tokens with top_p probability mass. So 0.1 means only the tokens comprising the top 10% probability mass are considered. We generally recommend altering this or `temperature` but not both. + * @type {number} + * @memberof CreateChatCompletionRequest + */ + top_p?: number | null + /** + * How many chat completion choices to generate for each input message. + * @type {number} + * @memberof CreateChatCompletionRequest + */ + n?: number | null + /** + * If set, partial message deltas will be sent, like in ChatGPT. Tokens will be sent as data-only [server-sent events](https://developer.mozilla.org/en-US/docs/Web/API/Server-sent_events/Using_server-sent_events#Event_stream_format) as they become available, with the stream terminated by a `data: [DONE]` message. + * @type {boolean} + * @memberof CreateChatCompletionRequest + */ + stream?: boolean | null + /** + * + * @type {CreateChatCompletionRequestStop} + * @memberof CreateChatCompletionRequest + */ + stop?: CreateChatCompletionRequestStop + /** + * The maximum number of tokens allowed for the generated answer. By default, the number of tokens the model can return will be (4096 - prompt tokens). + * @type {number} + * @memberof CreateChatCompletionRequest + */ + max_tokens?: number + /** + * Number between -2.0 and 2.0. Positive values penalize new tokens based on whether they appear in the text so far, increasing the model\'s likelihood to talk about new topics. [See more information about frequency and presence penalties.](/docs/api-reference/parameter-details) + * @type {number} + * @memberof CreateChatCompletionRequest + */ + presence_penalty?: number | null + /** + * Number between -2.0 and 2.0. Positive values penalize new tokens based on their existing frequency in the text so far, decreasing the model\'s likelihood to repeat the same line verbatim. [See more information about frequency and presence penalties.](/docs/api-reference/parameter-details) + * @type {number} + * @memberof CreateChatCompletionRequest + */ + frequency_penalty?: number | null + /** + * Modify the likelihood of specified tokens appearing in the completion. Accepts a json object that maps tokens (specified by their token ID in the tokenizer) to an associated bias value from -100 to 100. Mathematically, the bias is added to the logits generated by the model prior to sampling. The exact effect will vary per model, but values between -1 and 1 should decrease or increase likelihood of selection; values like -100 or 100 should result in a ban or exclusive selection of the relevant token. + * @type {object} + * @memberof CreateChatCompletionRequest + */ + logit_bias?: object | null + /** + * A unique identifier representing your end-user, which can help OpenAI to monitor and detect abuse. [Learn more](/docs/guides/safety-best-practices/end-user-ids). + * @type {string} + * @memberof CreateChatCompletionRequest + */ + user?: string + } + /** + * @type CreateChatCompletionRequestStop + * Up to 4 sequences where the API will stop generating further tokens. + * @export + */ + export declare type CreateChatCompletionRequestStop = Array | string + /** + * + * @export + * @interface CreateChatCompletionResponse + */ + export interface CreateChatCompletionResponse { + /** + * + * @type {string} + * @memberof CreateChatCompletionResponse + */ + id: string + /** + * + * @type {string} + * @memberof CreateChatCompletionResponse + */ + object: string + /** + * + * @type {number} + * @memberof CreateChatCompletionResponse + */ + created: number + /** + * + * @type {string} + * @memberof CreateChatCompletionResponse + */ + model: string + /** + * + * @type {Array} + * @memberof CreateChatCompletionResponse + */ + choices: Array + /** + * + * @type {CreateCompletionResponseUsage} + * @memberof CreateChatCompletionResponse + */ + usage?: CreateCompletionResponseUsage + } + /** + * + * @export + * @interface CreateChatCompletionResponseChoicesInner + */ + export interface CreateChatCompletionResponseChoicesInner { + /** + * + * @type {number} + * @memberof CreateChatCompletionResponseChoicesInner + */ + index?: number + /** + * + * @type {ChatCompletionResponseMessage} + * @memberof CreateChatCompletionResponseChoicesInner + */ + message?: ChatCompletionResponseMessage + /** + * + * @type {string} + * @memberof CreateChatCompletionResponseChoicesInner + */ + finish_reason?: string + } + /** + * + * @export + * @interface CreateCompletionResponseUsage + */ + export interface CreateCompletionResponseUsage { + /** + * + * @type {number} + * @memberof CreateCompletionResponseUsage + */ + prompt_tokens: number + /** + * + * @type {number} + * @memberof CreateCompletionResponseUsage + */ + completion_tokens: number + /** + * + * @type {number} + * @memberof CreateCompletionResponseUsage + */ + total_tokens: number + } +} \ No newline at end of file diff --git a/yarn.lock b/yarn.lock new file mode 100644 index 0000000..612d286 --- /dev/null +++ b/yarn.lock @@ -0,0 +1,4435 @@ +# THIS IS AN AUTOGENERATED FILE. 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