How to Chat with Your Database Using LLMs

Nov 24, 2020 | Data Science

Welcome to the future of database querying with natural language! This article will guide you through the process of using an experimental app that utilizes large language models (LLMs) to interact with SQL databases. Follow these straightforward instructions to get started!

Step 1: Setting Up the Environment

Before diving into the exciting world of natural language queries, you need to set up the application. Here’s how:

  • First, ensure you have your OPENAI_API_KEY ready.
  • Add this key to the .env.local file in your project directory.

Step 2: Installing the App

Now it’s time to install the app. Open your terminal and run the following command:

bash
npm install

Step 3: Running the App

With the app installed, you can now launch it! Execute the following command in your terminal:

bash
npm run dev

Your application should now be running and ready for you to interact with!

Understanding the Sample Database

To give you a visual insight, here’s a sample of the Northwind database that you’ll be interacting with:

Sample Northwind Database

See It in Action!

Want to get a feel for how this all works? Check out these videos demonstrating the functionalities of the app:

Troubleshooting Tips

If you encounter any issues while setting up or running the app, here are some troubleshooting ideas:

  • Ensure your .env.local file is formatted correctly and contains the correct OPENAI_API_KEY.
  • Check that you have Node.js and npm installed and updated to the latest version.
  • If the app fails to run, try stopping it and running npm run dev again.

For more insights, updates, or to collaborate on AI development projects, stay connected with fxis.ai.

Conclusion

At fxis.ai, we believe that such advancements are crucial for the future of AI, as they enable more comprehensive and effective solutions. Our team is continually exploring new methodologies to push the envelope in artificial intelligence, ensuring that our clients benefit from the latest technological innovations.

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