diff --git a/LICENSE b/LICENSE index 91be417..8ea13e9 100644 --- a/LICENSE +++ b/LICENSE @@ -1,6 +1,6 @@ MIT License -Copyright (c) 2022 NXU +Copyright (c) 2023 nxu@nxu.biz Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal diff --git a/README.md b/README.md index 8a492a7..a5503b6 100644 --- a/README.md +++ b/README.md @@ -1,58 +1,86 @@ -# RESTful API Template (TypeScript + Express) - -A very simple RESTful API Template for testing and demonstration. Basic structure only. - -:warning: This template is **NOT** ready for production use! :warning: - -### :notebook: Notices & Limitations -- Database connection is **NOT** implemented in this template -- The auth controller is **NOT** a complete solution :exclamation: -- Routes, controllers and models should be added to the API -- Delete the user route & auth controller if you don't need them - -### :clipboard: Features -- TypeScript, ES2020 version -- Build with Express -- Gzip Compression -- Basic XSS Protection -- CORS-enabled (All Origins) -- Ready to support JSON Web Tokens (JWT) -- Support JSON Request -- Support SSL (HTTPS server) -- Support Config file - -### :memo: How to use? -1. `git clone https://github.com/jasonfoknxu/restful-api-typescript-express-template` to download the source code -2. `yarn` or `npm install` to install all the dependencies -3. Edit the config in the `.env` file (`.testing.env` for testing) -4. Add & modify the controllers, models, routes ... -5. `yarn run build` or `npm run build` to compile the scripts -6. (Optional) `yarn run test` or `npm run test` to run the API server with testing config +# Azure OpenAI GPT-4 / ChatGPT API + +A simple RESTful API of GPT-4 / ChatGPT with Azure OpenAI Service, build with TypeScript and Node.js Express + +:warning: Design for testing and internal use only. :warning: + +## Features +- Base on Azure OpenAI Service REST API +- Simple, easy to use, one endpoint only +- Flexible for future extension and development +- Logit bias & function call are not supported yet +- RESTful API structure +- Build with TypeScript, Node.js, Express + +--- + +## Config + +| Config Name | Required? | Default Value | Description | +| --- | --- | --- | --- | +| HTTP_PORT | :heavy_check_mark: | 80 | The HTTP port number of API | +| HTTPS_PORT | :white_check_mark: | 443 | The HTTPS port number of API *(if ENABLE_SSL=true)* | +| ENABLE_SSL | :white_check_mark: | false | Use HTTPS or not | +| SSL_CERT | :white_check_mark: | N/A | The SSL certificate file path *(if ENABLE_SSL=true)* | +| SSL_KEY | :white_check_mark: | N/A | The SSL private key file path *(if ENABLE_SSL=true)* | +| ENDPOINT | :heavy_check_mark: | N/A | The Azure OpenAI Service endpoint URL | +| DEPLOYMENT_NAME | :heavy_check_mark: | N/A | The deployment name of Azure OpenAI Service | +| API_VERSION | :heavy_check_mark: | N/A | The API version of Azure OpenAI Service | +| KEY | :heavy_check_mark: | N/A | The API key for accessing the Azure OpenAI Service | +| temperature | :x: | 1 *(A)* | The default sampling temperature value for GPT model output | +| top_p | :x: | N/A | The default top_p value for GPT model output | +| n | :x: | 1 *(A)* | The default number of chat completion choices to generate for GPT model output | +| stream | :x: | false *(A)* | The default boolean value indicating whether to stream GPT model output | +| stop | :x: | null *(A)* | The default sequences where the GPT model stop output | +| max_tokens | :x: | inf *(A)* | The default maximum number of tokens allowed for GPT model output | +| presence_penalty | :x: | 0 *(A)* | The default presence penalty number for GPT model output | +| frequency_penalty | :x: | 0 *(A)* | The default frequency penalty number for GPT model output | +| user | :x: | N/A | The unique identifier of user for Azure OpenAI | + +\**(A)*: Azure OpenAI Default value (may be changed by Azure OpenAI Service) + +\*\*For the details of GPT options, you may refer to the [API doc](#api-doc) below or the [Official document](#reference) + +--- + +## API doc + +### Chat Completions +- Request Method: `POST` +- API Endpoint: `/v1/gpt/chat` + +#### Request Body + +> Only prompt/userPrompt is required, all other params are optional. + +| Param Name | Type | Default Value | Description | +| --- | --- | --- | --- | +| `prompt` | string | N/A | Alias of `userPrompt` | +| `userPrompt` | string | N/A | User prompt input for chat completions | +| `systemPrompt` | string | N/A | System prompt to instruct or set the behavior of the assistant | +| `assistantPrompt` | string | N/A | Assistant prompt provides responses to system-instructed, user-prompted input | +| `temperature` | number | 1 *(A)* | 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.\nWe generally recommend altering this or `top_p` but not both. | +| `top_p` | number | 1 *(A)* | 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. | +| `n` | integer | 1 *(A)* | How many chat completion choices to generate for each input message. | +| `stream` | boolean | false *(A)* | If set, partial message deltas will be sent, like in ChatGPT. Tokens will be sent as data-only server-sent events as they become available, with the stream terminated by a `data: [DONE]` message." | +| `stop` | string / array | null *(A)* | Up to 4 sequences where the API will stop generating further tokens. | +| `max_tokens` | integer | inf *(A)* | 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). | +| `presence_penalty` | number | 0 *(A)* | 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. | +| `frequency_penalty` | number | 0 *(A)* | 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. | +| `user` | string | N/A | A unique identifier representing your end-user, which can help Azure OpenAI to monitor and detect abuse. | + +--- + +## Build & Start +1. You must have enabled the Azure AI services - Azure OpenAI of your Azure account first +2. `git clone https://github.com/jasonfoknxu/azure-openai-chatgpt-api` to download the source code +3. `yarn` or `npm install` to install all the dependencies +4. Copy the `sample.env` file and rename as `.env` +5. Edit the config in the `.env` file +6. `yarn run build` or `npm run build` to compile the scripts 7. `yarn start` or `npm start` to start the API server -### :file_folder: File Structure -``` -. -├── dist # The compiled scripts -├── node_modules # The dependencies and the libraries -├── src # Directory of the source code -│ ├── controllers # Directory for the controllers of the API -│ ├── middleware # Directory for the middleware of the API -│ ├── models # Directory for data models, database structure -│ ├── routes # Directory for the API routes -│ ├── types # The types and interface of TypeScript -│ └── utils # The utilities used in the API -├── .env # The config file of the API -├── .testing.env # The testing config -├── package.json # The Node.js ecosystem file -└── tsconfig.json # Config of TypeScript -``` - -### :bookmark: Credits -- [Express](https://expressjs.com) -- [Dotenv](https://github.com/motdotla/dotenv) -- [Helmet](https://github.com/helmetjs/helmet) -- [jsonwebtoken](https://github.com/auth0/node-jsonwebtoken) -- [Node.js compression middleware](https://github.com/expressjs/compression) -- [Node.js CORS middleware](https://github.com/expressjs/cors) -- [XSS-Clean](https://github.com/jsonmaur/xss-clean) \ No newline at end of file +--- + +## Reference + diff --git a/package.json b/package.json index 4cfe161..d3a8ad7 100644 --- a/package.json +++ b/package.json @@ -1,12 +1,12 @@ { - "name": "restful-api-typescript-express-template", + "name": "azure-openai-chatgpt-api", "version": "1.0.0", - "description": "A simple RESTful API template with TypeScript and Express", + "description": "Simple RESTful API of GPT-4/ChatGPT with Azure OpenAI Service for testing and internal use", "main": "dist/index.js", - "homepage": "https://github.com/jasonfoknxu/restful-api-typescript-express-template", + "homepage": "https://github.com/jasonfoknxu/azure-openai-chatgpt-api", "author": "jasonfoknxu (https://nxuweb.net)", "license": "MIT", - "repository": "github:jasonfoknxu/restful-api-typescript-express-template", + "repository": "github:jasonfoknxu/azure-openai-chatgpt-api", "scripts": { "start": "node dist/index.js", "build": "tsc -p tsconfig.json", @@ -16,17 +16,16 @@ "@types/compression": "^1.7.2", "@types/cors": "^2.8.13", "@types/express": "^4.17.15", - "@types/jsonwebtoken": "^9.0.0", "@types/node": "^18.11.18", "typescript": "^4.9.4" }, "dependencies": { + "axios": "^1.5.1", "compression": "^1.7.4", "cors": "^2.8.5", "dotenv": "^16.0.3", "express": "^4.18.2", "helmet": "^6.0.1", - "jsonwebtoken": "^9.0.0", "xss-clean": "^0.1.1" } } diff --git a/sample.env b/sample.env new file mode 100644 index 0000000..54d88f9 --- /dev/null +++ b/sample.env @@ -0,0 +1,25 @@ +# Port Config +HTTP_PORT=80 +HTTPS_PORT=443 + +# SSL Config +ENABLE_SSL=false +SSL_CERT= +SSL_KEY= + +# Azure Config +ENDPOINT= +DEPLOYMENT_NAME= +API_VERSION= +KEY= + +# GPT Default Config +temperature= +top_p= +n= +stream= +stop= +max_tokens= +presence_penalty= +frequency_penalty= +user= \ No newline at end of file diff --git a/src/controllers/auth.ts b/src/controllers/auth.ts deleted file mode 100644 index 0582298..0000000 --- a/src/controllers/auth.ts +++ /dev/null @@ -1,160 +0,0 @@ -import { Request, Response, NextFunction } from 'express'; -import jwt from 'jsonwebtoken'; -import config from '../utils/config'; -import { AuthRequest } from '../types/authRequest'; -import { Token } from '../types/token'; - -/** - * Login with username and password (header) - * - * @returns The access token and expire datetime of the token - */ -const login = async (req: Request, res: Response, next: NextFunction) => { - let username: string = req.get('username') ?? ''; - const userPassword: string = req.get('password') ?? ''; - if (!username || !userPassword) { - // No username or password - return res.result('Missing username or password.', 403); - } - username = username.trim(); - let verification = await verifyUser(username, userPassword); - if (!verification) { - return res.result('Invalid username or password.', 401); - } - - let newToken = await generateAccessToken(username); - // If generate token fail - if (!newToken) { - return res.result('Invalid token.', 401); - } - - return res.result({ token: newToken.token, expires: newToken.expiredAt }, 'Login success.'); -}; - -/** - * Verify user account by username and password - * - * @description Please change to your own verification method for the user authentication. ⚠️ This is a insecure demo. NOT for production! - * - * @returns The user verification result - */ -const verifyUser = async (username: string, password: string): Promise => { - return password === Buffer.from(username).toString('base64'); -}; - -/** - * Update the Access Token - * - * @returns The updated access token and the token expire datetime - */ -const reload = async (req: Request, res: Response, next: NextFunction) => { - let newToken: Token | [string, number] = await refreshToken(req, res, next); - if (Array.isArray(newToken)) { - return res.result(newToken[0], newToken[1]); - } - if (!newToken || !newToken.token || !newToken.expiredAt) { - return res.result('Missing or unsupported token.', 406); - } - return res.result({ token: newToken.token, expires: newToken.expiredAt }, 'Token updated.'); -}; - -/** - * Generate Access Token - * - * @returns The access token and expire datetime of the token - */ -const generateAccessToken = async (user: string | undefined): Promise => { - if (!user) { - return null; - } - const token = jwt.sign({ user: user }, config.TOKEN_SECRET, { - expiresIn: `${config.TOKEN_TTL}s`, - }); - return { token: token, expiredAt: getExpiredDate(config.TOKEN_TTL) }; -}; - -/** - * Check Access Token exists and is in supported format - * - * @returns The access token - */ -const checkToken = (req: Request, res: Response, next: NextFunction) => { - const authHeader = req.headers.authorization; - if (!authHeader || !authHeader.includes(' ') || authHeader.split(' ')[0] !== 'Bearer') { - return null; - } - const token = authHeader.split(' ')[1]; - if (!token) { - return null; - } - return token; -}; - -/** - * Validate the Access Token - * - * @description ⚠️ This is a incomplete solution, the decoded token should be compared with the database record - */ -const authenticateToken = async (req: AuthRequest, res: Response, next: NextFunction) => { - const token = checkToken(req, res, next); - if (!token) { - return res.result('Missing or unsupported token.', 406); - } - - // Verify with JSON Web Token (JWT) - jwt.verify(token, config.TOKEN_SECRET, async (err, decoded) => { - if (err) { - if (err.name === 'TokenExpiredError') { - // Expired Token - return res.result('Token expired', 403); - } else { - // Token with error - return res.result('Invalid token.', 401); - } - } - if (!decoded) { - return res.result('Token error.', 401); - } - - // Pass the decoded token to the request - req.authorization = decoded; - // Pass the user ID to the request - // req.user = /* User ID */; - next(); - }); -}; - -/** - * Refresh Access Token - * - * @returns The new access token - */ -const refreshToken = async (req: Request, res: Response, next: NextFunction): Promise => { - const token = checkToken(req, res, next); - if (!token) { - return ['Missing or unsupported token.', 406]; - } - const user: string | undefined = req.get('user') ?? undefined; - - // Crate new Access Token - let auth = await generateAccessToken(user); - // If new token generate fail - if (!auth || !auth.token) { - return ['Invalid token.', 401]; - } - - return auth; -}; - -/** - * Calculate the token expire datetime - * - * @returns The expire datetime of the token - */ -const getExpiredDate = (expireTime: number) => { - let now = new Date(); - now.setTime(now.getTime() + expireTime * 1000); - return new Date(now); -}; - -export { login, reload, authenticateToken }; diff --git a/src/controllers/gpt.ts b/src/controllers/gpt.ts new file mode 100644 index 0000000..76cc495 --- /dev/null +++ b/src/controllers/gpt.ts @@ -0,0 +1,96 @@ +import { Request, Response, NextFunction } from 'express'; +import config from '../utils/config'; +import axios from 'axios'; +import { GPTPrompt, GPTRequest } from '../types/gptRequest'; + +/** + * Get GPT-4 / ChatGPT Chat Completions result + */ +const prompt = async (req: Request, res: Response, next: NextFunction) => { + const callGPT = await chatCompletion(req.body); + + if (!callGPT || typeof callGPT === 'string') { + return res.result(callGPT ?? 'Request GPT failed.', 500); + } + + return res.result(callGPT); +}; + +/** + * Get the value of param if exists or return the default value if configured + */ +const getValueOrDefault = (...values: Array): T | undefined => { + for (const value of values) { + if (value !== undefined && value !== null) { + return value; + } + } + return undefined; +}; + +/** + * Call GPT-4 / ChatGPT Chat Completions API from Azure + */ +const chatCompletion = async (params: GPTRequest) => { + if (!params.prompt && !params.userPrompt) { + return 'Missing prompt.'; + } + + let prompts: GPTPrompt[] = []; + + if (params.systemPrompt) { + prompts.push({ role: 'system', content: params.systemPrompt }); + } + + prompts.push({ role: 'user', content: params.prompt ?? params.userPrompt } as GPTPrompt); + + if (params.assistantPrompt) { + prompts.push({ role: 'assistant', content: params.assistantPrompt }); + } + + const requestBody: GPTRequest = { + messages: prompts, + temperature: getValueOrDefault(params.temperature, config.temperature), + n: getValueOrDefault(params.n, config.n), + stream: getValueOrDefault(params.stream, config.stream), + stop: getValueOrDefault(params.stop, config.stop), + max_tokens: getValueOrDefault(params.max_tokens, config.max_tokens), + presence_penalty: getValueOrDefault(params.presence_penalty, config.presence_penalty), + frequency_penalty: getValueOrDefault(params.frequency_penalty, config.frequency_penalty), + // logit_bias: getValueOrDefault(params.logit_bias, config.logit_bias), + user: getValueOrDefault(params.user, config.user), + // function_call: getValueOrDefault(params.function_call, config.function_call), + // functions: getValueOrDefault(params.functions, config.functions), + }; + + // Filter out invalid values from the request body + Object.keys(requestBody).forEach((key) => { + const k = key as keyof GPTRequest; + console.warn(`requestBody[${k}]`, requestBody[k]); + if (Number.isNaN(requestBody[k]) || requestBody[k] === null || requestBody[k] === undefined || requestBody[k] === '') { + delete requestBody[k]; + } + }); + + try { + const res = await axios.post( + `${config.ENDPOINT}openai/deployments/${config.DEPLOYMENT_NAME}/chat/completions?api-version=${config.API_VERSION}`, + JSON.stringify(requestBody), + { + headers: { + 'content-type': 'application/json', + 'api-key': config.KEY, + }, + } + ); + return res.data; + } catch (error: any) { + console.error(`Azure OpenAI Error: `, error); + if (error.response) { + return `Azure OpenAI Error Response: ${error.response.status} - ${error.response.statusText}`; + } + return null; + } +}; + +export { prompt }; diff --git a/src/routes/v1/gpt.ts b/src/routes/v1/gpt.ts new file mode 100644 index 0000000..ade05ba --- /dev/null +++ b/src/routes/v1/gpt.ts @@ -0,0 +1,8 @@ +import express from 'express'; +import * as gptController from '../../controllers/gpt'; +const router = express.Router(); + +/*** Chat Completions ***/ +router.route('/chat').post(gptController.prompt); + +export default router; \ No newline at end of file diff --git a/src/routes/v1/index.ts b/src/routes/v1/index.ts index 18e4008..e8fabfb 100644 --- a/src/routes/v1/index.ts +++ b/src/routes/v1/index.ts @@ -1,18 +1,18 @@ import express from 'express'; -import userRoute from './user'; +import gptRoute from './gpt'; const router = express.Router(); // Response result of root path router.all('/', (req, res, next) => { - return res.result('Status: OK'); + return res.result('GPT API: OK'); }); // Add routes to the router const routes = [ { - path: '/user', - route: userRoute, + path: '/gpt', + route: gptRoute, }, ]; diff --git a/src/routes/v1/user.ts b/src/routes/v1/user.ts deleted file mode 100644 index dd82db0..0000000 --- a/src/routes/v1/user.ts +++ /dev/null @@ -1,16 +0,0 @@ -import express from 'express'; -import * as authController from '../../controllers/auth'; -const router = express.Router(); - -/*** User Authentication / Login ***/ -router.route('/login').post(authController.login); - -/*** Check user login status ***/ -router.route('/check').all(authController.authenticateToken, (req, res, next) => { - return res.result('Logged in.'); -}); - -/*** Manually Refresh Access Token ***/ -router.route('/refresh').post(authController.reload); - -export default router; diff --git a/src/types/authRequest.ts b/src/types/authRequest.ts deleted file mode 100644 index db92f8b..0000000 --- a/src/types/authRequest.ts +++ /dev/null @@ -1,7 +0,0 @@ -import { Request } from 'express'; -import { JwtPayload } from 'jsonwebtoken'; - -export interface AuthRequest extends Request { - authorization?: JwtPayload | string; - user?: string; -} diff --git a/src/types/config.ts b/src/types/config.ts new file mode 100644 index 0000000..e06f654 --- /dev/null +++ b/src/types/config.ts @@ -0,0 +1,21 @@ +interface Config { + ENABLE_SSL: boolean; + HTTP_PORT: number; + HTTPS_PORT: number; + SSL_CERT: string | null; + SSL_KEY: string | null; + ENDPOINT: string; + DEPLOYMENT_NAME: string; + API_VERSION: string; + KEY: string; + temperature: number | null; + top_p: number | null; + n: number | null; + stream: boolean | null; + stop: string | string[] | null; + max_tokens: number | null; + presence_penalty: number | null; + frequency_penalty: number | null; + // logit_bias: object | null; + user: string | null; +} \ No newline at end of file diff --git a/src/types/gptRequest.ts b/src/types/gptRequest.ts new file mode 100644 index 0000000..c82ddae --- /dev/null +++ b/src/types/gptRequest.ts @@ -0,0 +1,24 @@ +interface GPTPrompt { + role: "system" | "user" | "assistant" | "function"; + content: string; +} + +interface GPTRequest { + systemPrompt?: string; + userPrompt?: string; + prompt?: string; + assistantPrompt?: string; + messages?: GPTPrompt[]; + max_tokens?: number; + temperature?: number; + top_p?: number; + logit_bias?: { [tokenId: number]: number }; + user?: string; + n?: number; + stream?: boolean; + stop?: string | string[]; + presence_penalty?: number; + frequency_penalty?: number; +} + +export {GPTPrompt, GPTRequest} \ No newline at end of file diff --git a/src/utils/config.ts b/src/utils/config.ts index c950d87..ff811bb 100644 --- a/src/utils/config.ts +++ b/src/utils/config.ts @@ -27,24 +27,26 @@ if (!loadedConfig) { throw new Error(); } -interface Config { - ENABLE_SSL: boolean; - HTTP_PORT: number; - HTTPS_PORT: number; - SSL_CERT: string | null; - SSL_KEY: string | null; - TOKEN_SECRET: string; - TOKEN_TTL: number; -} - const config: Config = { ENABLE_SSL: loadedConfig.ENABLE_SSL === 'true', HTTP_PORT: parseInt(loadedConfig.HTTP_PORT) ?? 80, HTTPS_PORT: parseInt(loadedConfig.HTTPS_PORT) ?? 443, SSL_CERT: loadedConfig.SSL_CERT ?? null, SSL_KEY: loadedConfig.SSL_KEY ?? null, - TOKEN_SECRET: loadedConfig.TOKEN_SECRET ?? '', - TOKEN_TTL: parseInt(loadedConfig.TOKEN_TTL) ?? 3600, + ENDPOINT: loadedConfig.ENDPOINT.charAt(loadedConfig.ENDPOINT.length - 1) !== '/' ? `${loadedConfig.ENDPOINT}/` : loadedConfig.ENDPOINT, + DEPLOYMENT_NAME: loadedConfig.DEPLOYMENT_NAME, + API_VERSION: loadedConfig.API_VERSION, + KEY: loadedConfig.KEY, + temperature: parseFloat(loadedConfig.temperature) ?? null, + top_p: parseInt(loadedConfig.top_p) ?? null, + n: parseInt(loadedConfig.n) ?? null, + stream: (loadedConfig.stream === 'true' || loadedConfig.stream === '1'), + stop: loadedConfig.stop ?? null, + max_tokens: parseInt(loadedConfig.max_tokens) ?? null, + presence_penalty: parseFloat(loadedConfig.presence_penalty) ?? null, + frequency_penalty: parseFloat(loadedConfig.frequency_penalty) ?? null, + // logit_bias: loadedConfig.logit_bias ?? null, + user: loadedConfig.user ?? null, }; export default config; diff --git a/yarn.lock b/yarn.lock index fe1cd21..66927dd 100644 --- a/yarn.lock +++ b/yarn.lock @@ -3,91 +3,109 @@ "@types/body-parser@*": - 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