text-to-sql-proto

A text-to-SQL prototype on the northwind sqlite dataset

Database: https://github.com/jpwhite3/northwind-SQLite3

Base model used: https://huggingface.co/mistralai/Mamba-Codestral-7B-v0.1

Install

For GPU on linux:

make install

Usage

1. Run the Flask App:

python app.py

or

python app_react.py # To use the ReAct Agent

2. Open in Browser:

   Navigate to http://localhost:5000/.

3. Verify the Schema Display:

   • The left sidebar should display your database schema.
   • The right side should contain the application form and any results.

4. Submit a Query:

   • Enter a natural language query in the input field.
   • Verify that results are displayed correctly and the schema remains visible.