Data as of Jul 25, 2026 · Based on 2,718,867 AI responses across 10,525 prompts · See how Parse measures this
Vannavanna.aiVanna AI offers an open-source and cloud-enabled SQL agent that lets users query an organization’s systems of record across multiple databases using natural language, powered by AI-generated SQL. It supports multi-turn conversations, access-controlled sessions, and optional hosted admin features such as observability, agent memory, secure file storage, and audit logs, with compatibility across various LLM providers and databases. You can self-host or use a hosted option, and easily deploy using copy-paste configuration code to enable AI-assisted data access for non-SQL users.
Tone of voice
87% of how AI describes Vanna reads positive.
Words AI uses
AI reaches for open-source · python-based · rag-based when it describes Vanna.
Sources
vanna.ai shapes more of what AI says about Vanna than any other source, at 19% of its citations.
medium.com · basedash.com · getbruin.com · reddit.com
The market map
Text-to-SQL Semantic Layer Platforms →Where AI ranks Vanna
Excerpts where Vanna appeared in the AI's answer
Vanna AI is an MIT-licensed Python framework that uses Retrieval-Augmented Generation (RAG).
vanna.ai : An open-source Python-based RAG framework that trains on your database schema to generate accurate SQL queries.
