SQL Agents with Open Source LLMs

This is a lab to explore sql agents with open source LLMs such as qwen2.5-coder You can also see the leaderboars here:

• 1. Hugging face big code models leaderboard
• 2. artificialanalysis models leaderboard

◻️ Data

The data used is from kaggle. You can find the same dataset here

Technologies

• python
• uv
• langchain
• langgraph
• ollama
• hugggingface
• sqlite
• agno

◻️ Setup

◽ Step 1 Install uv

◽ Step 2 Create a virtual environment

uv venv .venv 

◽ Step 3 Install packages into the current environment.

If you have a pyproject.toml file with all the dependencies. Just run and the environment will be ready

uv pip install -e .

◻️ Usage

python app/main.py

Go to http://127.0.0.1:8046/

◻️ Demo