How to Build an AI SQL Assistant with Vanna
Learn how to use Vanna AI and RAG to allow users to query databases using natural language.
Allowing non-technical users to query your data is a massive productivity boost. Vanna AI is a framework that uses RAG to translate English questions into perfectly formatted SQL queries.
Training on Your Schema
Vanna works by "learning" your database structure. You feed it your DDL (table definitions), documentation, and historical queries. The system then uses this context to generate SQL that respects your specific business logic and relationships, which a generic LLM would likely get wrong.
A Self-Improving Feedback Loop
One of Vanna's strongest features is its ability to learn from user corrections. If the AI generates an incorrect query and a human fixes it, that "correct" query is stored in the knowledge base. Over time, the AI becomes a highly accurate, specialized expert on *your* specific data warehouse.