https://github.com/theluqmn/litecheck

Make inquiries on your SQLite database using Llama 3.1 8b, locally, using Ollama.
https://github.com/theluqmn/litecheck

24hour-challenge database llama3-1 ollama python sqlite

Last synced: about 16 hours ago
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Make inquiries on your SQLite database using Llama 3.1 8b, locally, using Ollama.

• Host: GitHub
• URL: https://github.com/theluqmn/litecheck
• Owner: theluqmn
• Created: 2024-09-05T09:58:35.000Z (20 days ago)
• Default Branch: main
• Last Pushed: 2024-09-06T17:13:45.000Z (19 days ago)
• Last Synced: 2024-09-24T21:27:10.722Z (about 21 hours ago)
• Topics: 24hour-challenge, database, llama3-1, ollama, python, sqlite
• Language: Python
• Homepage:
• Size: 6.84 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# LiteCheck

Get insights on your SQLite databases, powered by Ollama, llama 3.1 8b

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Make inquiries on your SQLite database using Llama 3.1 locally, with no internet connection required. A fun project for me to complete in a single night.

## How to run

### Prerequisites

- You need to have Ollama installed in your device, and the Llama 3.1 8b model.

- Python 3.12 or higher (this project was written with Python 3.12.4)

### Getting started

1. Clone the repository

2. Run the Python file, with the directory of your SQLite3 database

   `python main.py C:\Users\test\Documents\Code\test\database.db`

3. Give some moments for the code to process your database, then you should be able to chat with the model.

## To-do

- [x] Read all tables in database

- [x] Link database to Ollama

- [x] Chat with Ollama

- [ ] Model run SQL commands according to prompts

As of now, I have no plans to support other SQL-based databases.

I have an idea to create an interactive, web-based version that still runs locally using Ollama. Just an idea, not gonna work on it at the moment.