In this comprehensive project-based tutorial, we’ll walk you through the process of creating a full-stack application using React for the front end, Node.js and Express for the backend, and integrating the ChatGPT API. Our project will focus on developing an intuitive SQL query generator that takes a natural language description as input from the user. By the end of this tutorial, you’ll have built a powerful tool that can help users easily generate SQL queries without any prior coding knowledge.
👉 Github Repo: https://github.com/alejandro-ao/openai-sql-generator
👉 CSS sheet: https://github.com/alejandro-ao/openai-sql-generator/blob/main/client/src/styles.module.css
❤️ Buy me a coffee: https://www.buymeacoffee.com/alejandro.ao
✉️ Get these tutorials in your email once a week: https://bit.ly/42QofVK
In this step-by-step guide, we’ll begin by setting up the React front end for our application, followed by configuring the Node.js and Express backend. Next, we’ll delve into the integration of the ChatGPT API in our Node.js application, demonstrating how to use the API effectively with examples.
As we continue, you’ll learn how to create React components for capturing natural language input from users and how to implement the SQL query generation logic using the ChatGPT API. Finally, we’ll wrap up the project by testing our application to ensure it generates accurate SQL queries based on the user’s input.
This in-depth tutorial is perfect for developers who want to learn more about full-stack development, leveraging the power of the ChatGPT API, and creating a practical, real-world application. By following along, you’ll not only gain valuable experience with React, Node.js, and Express but also discover how to harness the potential of the ChatGPT API for your projects.
2:49 Project Setup
6:09 Setup React Component
16:04 Handle Form Submit
20:17 Backend Setup
25:22 Configure OpenAI Client
31:24 Create API Route Index
40:21 Create Generate SQL Function
49:00 Create /generate Endpoint
1:03:12 Call API from Frontend
1:14:56 Add ChatGPT API