Vanna AI
AI-powered SQL agent that generates queries from natural language questions
🛡️ AgentReady threat assessment
MAESTRO 7-layer threat model + OWASP AIVSS risk score for Vanna AI, derived from its capabilities.
These scores are auto-generated from public information (the agent's own listing, docs, and repository) using the canonical OWASP AIVSS formula and the MAESTRO framework — an estimate for guidance, not a penetration test, audit, or certification. See the scoring methodology — every score is re-derived by the same automated method as an agent's public evidence changes.
Overview
anna AI is an open-source Python-based AI SQL agent designed to write complex SQL queries in seconds. It allows users to ask data questions in plain English, translating them into SQL for various databases like Snowflake, BigQuery, and PostgreSQL. Vanna AI trains on specific database schemas, ensuring high accuracy for complex datasets, and continuously improves through user interactions
Key features and capabilities
- Natural language to SQL conversion,
- database-specific training,
- support for multiple databases,
- continuous learning,
- customizable deployment
Use cases
- Data analysis, database management,
- business intelligence,
- developer productivity enhancement,
- secure data querying