Information
Python-based AI SQL agent trained on your schema
Category
Coding, Debugging, Code migration, Data analysis
Description
Vanna is an Open-Source Python-based AI SQL agent trained on your schema that writes complex SQL in seconds
- AI-driven business intelligence assistant
- Vanna helps you generate and run accurate SQL for your database using LLMs via Retrieval-Augmented Generation
- Vanna works in two easy steps - train a RAG "model" on your data, and then ask questions which will return SQL queries that can be set up to automatically run on your database
- The Vanna Python package and the various frontend integrations are all open-source
- Vanna’s capabilities are tied to the training data you give it. More training data means better accuracy for large and complex datasets
- Your database contents are never sent to the LLM. The metadata storage layer only sees schemas, documentation, and queries
- As you use Vanna more, your model continuously improves as we augment your training data