https://github.com/bayeru/chat-to-your-database

Chat to your database with AI. An experimental app to test the abilities of LLMs to query SQL databases using natural language.
https://github.com/bayeru/chat-to-your-database

chatgpt chatgpt-app database langchain langchain-typescript llm llms mysql natural-language-processing nlp openai postgres sql sqlite

Last synced: 26 days ago
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Chat to your database with AI. An experimental app to test the abilities of LLMs to query SQL databases using natural language.

• Host: GitHub
• URL: https://github.com/bayeru/chat-to-your-database
• Owner: bayeru
• Created: 2023-04-18T09:50:38.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2023-05-01T14:06:36.000Z (over 1 year ago)
• Last Synced: 2024-08-10T10:03:44.499Z (5 months ago)
• Topics: chatgpt, chatgpt-app, database, langchain, langchain-typescript, llm, llms, mysql, natural-language-processing, nlp, openai, postgres, sql, sqlite
• Language: TypeScript
• Homepage:
• Size: 372 KB
• Stars: 117
• Watchers: 4
• Forks: 25
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Chat to your database

This is an experimental app to test the abilities of LLMs to query SQL databases using natural language.

To use it, you should add your OPENAI_API_KEY to the .env.local file.

## Installing the app

```bash!

npm install

```

## Running the app

```bash

npm run dev

```

## Sample database

![Sample northwind database](https://user-images.githubusercontent.com/1945179/233065892-25edda54-01a2-467d-8a72-b96a30c71a5a.png)

## See it in action

https://user-images.githubusercontent.com/1945179/233063701-9c025c4a-5016-4d79-b842-62540359e033.mp4

https://user-images.githubusercontent.com/1945179/233066403-a83af003-d02a-4ce1-9192-8737e4524d44.mp4