DB-GPT is an experimental open-source application that builds upon the fastchat model and uses vicuna as its base model. Additionally, it looks like this application incorporates langchain and llama-index embedding knowledge to improve Database-QA capabilities.

Overall, it appears to be a sophisticated and innovative tool for working with databases. If you have any specific questions about how to use or implement DB-GPT in your work, please let me know and I'll do my best to assist you.

<video width="500" height="250" controls="controls">
    <source src="https://github.com/csunny/DB-GPT/blob/dev/asserts/%E6%BC%94%E7%A4%BA.mov" type="video/mov">
</video>

Run on an RTX 4090 GPU (not sped up!)

Install

Run model server

cd pilot/server
python vicuna_server.py

Run gradio webui

python webserver.py

Featurs

SQL-Generate
Database-QA Based Knowledge
SQL-diagnosis