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.

Install

Run model server

cd pilot/server
uvicorn vicuna_server:app --host 0.0.0.0

Run gradio webui

Featurs

SQL-Generate
Database-QA Based Knowledge
SQL-diagnosis