Vanna is an open-source Python framework using Retrieval-Augmented Generation (RAG) technology for SQL generation and related functionalities. By training a RAG model, it converts natural language queries into SQL queries, allowing users to interact with databases through questioning. Vanna's main advantages include high accuracy, security, privacy, self-learning capability, and support for any SQL database.