We've just open-sourced Vanna – a Python package that allows you to transform questions into SQL. We've leveraged LLMs to enable you to "ask" databases what you need, bypassing the need to "write" complex SQL.
Quick Overview:
- "Train" using DDL statements, documentation, or known correct SQL statements.
- "Ask" questions in natural language and receive SQL, tables, and charts in return.
- Open Source Flexibility: Swap storage mechanisms, customize LLMs, and choose your databases.
- Local or Hosted: Operate everything locally or use our hosted version for free (including complimentary LLM calls).
- Use it wherever Python is applicable. We provide code examples for integration in Jupyter, Streamlit, Slack, and more.
We would greatly appreciate your feedback, insights on issues, and contributions: