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Using AI to Create a Simple HTTP API Server with Node, TypeScript, and Express

Using AI to Create a Simple HTTP API Server with Node, TypeScript, and Express blog article main image

A GPT-Assisted Approach


The use of AI models like GPT to generate a Node.js based API server from a set of API specifications can have several key benefits:

  1. Increased Efficiency
    The process of setting up an API server can be quite time-consuming. AI can automate this process and significantly speed up development time, allowing developers to focus on other areas of the project.
  2. Consistency and Quality
    AI can ensure that the generated API server adheres to best practices and coding standards, resulting in a more consistent and high-quality codebase.
  3. Reduced Errors
    By automating the generation of the API server, AI can help minimize human error that might occur during the manual creation process.
  4. Learning Tool
    For novice developers or those unfamiliar with Node.js, AI-generated API servers can serve as useful examples and provide a solid starting point for their own development efforts.
  5. Scalability
    AI can handle large API specifications efficiently, potentially making it easier to scale the API server as the project grows.
  6. Standardization
    AI can standardize the structure and coding style across different API endpoints, making the server easier to understand, test, and maintain.
  7. Rapid Prototyping
    By quickly generating a working API server, AI can facilitate rapid prototyping, allowing teams to test their ideas and get feedback more quickly.
  8. 24/7 Availability
    AI doesn't need to rest, so it can generate API servers around the clock, providing consistent support to the development team.

However, while AI can generate an API server based on provided specifications, human oversight is still needed to review the generated code, ensure it meets the project's requirements, and perform testing to validate its functionality. AI should be seen as a tool to assist and augment human developers, not replace them.

In this post, we'll guide you on how to set up a basic HTTP API server.

The server we will generate is responsible for handling API requests and processing responses.

Thanks to the versatility of Node.js, TypeScript, and Express.js, building such a server can be a streamlined process.

GPT Prompt

Generate a simple HTTP based API Server with the following specifications:

1. Hosted on Node
2. Written in Typescript
3. Uses Express
4. Provides two API endpoints:
   a. Login - a POST based route that has a payload with a username and a password. If the 
      username is "username" and the password is "password" it returns a status code of 200 and 
      a JWT otherwise it returns a status code of 401 (Unauthorized).
   b. Add - a POST based route that has a payload with the numbers value1 and value2 and a JWT 
      in the Authorization header. If the JWT is valid, it return a status code of 200 and a JSON 
      payload with single field called "result" that has the sum of value1 and value2. 
      If the JWT is invalid it returns a status code of 401 (Unauthorized)

Prompt Overview

The server will be implemented using Node.js and TypeScript, with Express.js serving as the application framework.

We'll design two API endpoints: 'Login' for user authentication and 'Add' for a simple addition operation.

Both endpoints will rely on POST requests and JWT (JSON Web Token) for authentication.

GPT Response

Typescript API Server:

import express from 'express';
import jwt from 'jsonwebtoken';

const app = express();
app.use(express.json());'/login', (req, res) => {
    const { username, password } = req.body;

    if (username === 'username' && password === 'password') {
        const token = jwt.sign({ username }, 'your-secret-key');
        res.status(200).json({ token });
    } else {
});'/add', (req, res) => {
    const { value1, value2 } = req.body;
    const authHeader = req.headers['authorization'];
    const token = authHeader && authHeader.split(' ')[1];

    if (token == null) return res.sendStatus(401);

    jwt.verify(token, 'your-secret-key', (err, user) => {
        if (err) return res.sendStatus(401);

        res.status(200).json({ result: value1 + value2 });

app.listen(3000, () => console.log('Server is running on port 3000'));

GPT Response Overview

  1. In the provided TypeScript example, we import the necessary libraries and initialize an Express application.
  2. We then set up our '/login' and '/add' endpoints.
  3. The '/login' endpoint checks if the username and password from the request body match a predefined pair ("username" and "password").
  4. If they do, a JWT is signed with the username as payload and sent back with a 200 status code.
  5. If the credentials don't match, a 401 status code is sent back to the client.
  6. For the '/add' endpoint, it first extracts the JWT from the 'Authorization' header.
  7. If there's no token or it is invalid, a 401 status is returned.
  8. If the JWT is valid, the function sums 'value1' and 'value2' from the request body and returns the result with a 200 status.
  9. The server is set to listen on port 3000.

Benefits and Conclusion

Creating an HTTP API server using Node, TypeScript, and Express.js allows developers to build scalable and maintainable back-end services.

Through leveraging these technologies and JWT authentication, we can create secure and efficient API services.

Following the provided example, you can easily extend the server to accommodate additional endpoints and functionalities as needed.

Was This Helpful?

If you found this blog post helpful, feel free to check out our other blog posts on using AI in software development at the Logobean Blog!

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