Chat DB FAQ

Q1: What difference between ChatData and ChatDB

ChatData generates SQL from natural language and executes it. ChatDB involves conversing with metadata from the Database, including metadata about databases, tables, and fields.

Q2: The suitable llm model currently supported for text-to-SQL is?

Now vicunna-13b-1.5 and llama2-70b is more suitable for text-to-SQL.

Q3: How to fine-tune Text-to-SQL in DB-GPT

there is another github project for Text-to-SQL fine-tune (https://github.com/eosphoros-ai/DB-GPT-Hub)

Q4: chatdata with clickhouse clickhouse-sqlalchemy 0.2.4 requires sqlalchemy<1.5,>=1.4.24, but you have sqlalchemy 2.0.20 which is incompatible

Just set sqlalchemy<1.5,>=1.4.24

pip install clickhouse-driver
pip install sqlalchemy==1.4.24