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