Azure GPT API

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NXU 🐢🐢🐢 2 years ago
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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

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# 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)
---
## Reference
<https://learn.microsoft.com/en-us/azure/ai-services/openai/reference>

@ -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 <nxu@nxu.biz> (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"
}
}

@ -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=

@ -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<boolean> => {
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<Token | null> => {
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<Token | [string, number]> => {
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 };

@ -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 = <T>(...values: Array<T | undefined | null>): 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 };

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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;

@ -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,
},
];

@ -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;

@ -1,7 +0,0 @@
import { Request } from 'express';
import { JwtPayload } from 'jsonwebtoken';
export interface AuthRequest extends Request {
authorization?: JwtPayload | string;
user?: string;
}

@ -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;
}

@ -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}

@ -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;

@ -3,91 +3,109 @@
"@types/body-parser@*":
version "1.19.2"
resolved "https://registry.yarnpkg.com/@types/body-parser/-/body-parser-1.19.2.tgz#aea2059e28b7658639081347ac4fab3de166e6f0"
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version "1.19.3"
resolved "https://registry.yarnpkg.com/@types/body-parser/-/body-parser-1.19.3.tgz#fb558014374f7d9e56c8f34bab2042a3a07d25cd"
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dependencies:
"@types/connect" "*"
"@types/node" "*"
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dependencies:
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dependencies:
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version "2.8.13"
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dependencies:
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send@0.18.0:
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resolved "https://registry.npmjs.org/serve-static/-/serve-static-1.15.0.tgz"
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xss-filters "1.2.7"
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