vanna-ai
Vanna is an open-source framework and production-ready platform that uses AI to generate SQL and let users query multiple databases with natural language. It supports self-hosting or a hosted cloud offering and integrates with different LLM providers and databases.
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Quick Overview
Best for: Business Intelligence
What it does
Business Intelligence software for decision-makers comparing workflow fit and alternatives.
Best fit
Business Intelligence
Pricing snapshot
Freemium from Free (open source)
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vanna-ai
Vanna is an open-source, production-ready framework and platform that enables teams to interact with databases using natural language by generating SQL via AI. It is LLM-agnostic and supports multi-database environments so organizations can let users query systems of record without deep SQL expertise. Vanna can be run self-hosted or used as a hosted cloud product and includes optional admin features for access control, observability, memory, secure file storage, audit logs, and data retention.
Vanna.AI is an AI SQL agent that writes SQL from natural language queries.
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Claim this listing for $29Key Features
AI-powered SQL generation
Generates SQL from natural-language queries to produce accurate answers from your data.
LLM-agnostic
Works with any LLM provider; the site lists Anthropic, OpenAI, Gemini, and Ollama as supported options.
Multi-database support
Supports multiple database backends including SQLite, PostgreSQL, MySQL, Snowflake, and BigQuery.
Access control
Optional hosted admin feature to control who sees what data.
Observability & tracing
Real-time metrics and distributed tracing for monitoring agent activity.
Agent memory (hosted vector DB)
Hosted vector database to provide agent memory and context retention.
Secure file system
Secure file storage and retrieval as part of hosted admin features.
Audit logs & data retention
Comprehensive activity tracking and long-term retention for compliance and review.
Cloud and self-host deployment
Can be used as a hosted cloud product or self-hosted via the open source package.
Open source
Marketed as open source with no vendor lock-in and production-ready.
Pricing
Open source core is available freely as an open-source package.
Vanna Core (Open Source)
Free (open source)- Self-hosted open source framework
- Multi-database and LLM-agnostic support
Vanna Cloud
See pricing page- Hosted admin features (access control, observability, agent memory, file system, audit logs, data retention)
Enterprise
Contact sales- Enterprise-grade support and features
Use Cases
Empower non-SQL users
Allow users across the organization to query databases with natural language, reducing dependency on SQL experts.
Cross-system data querying
Let users query multiple systems of record and databases from a unified agent interface.
Embedded AI agents in products
Build multi-turn agents that interact with company data and provide conversational access to records and insights.
Production analytics and compliance
Use admin features like audit logs, observability, and data retention to run enterprise-grade, auditable AI agents.
Integrations
OpenAI
Can be used as the language model provider for AI-powered SQL generation.
Anthropic
Supported LLM provider option.
Gemini
Supported LLM provider option.
Ollama
Supported LLM provider option.
PostgreSQL
Supported database backend.
MySQL
Supported database backend.
SQLite
Supported database backend (useful for local/dummy DBs).
Snowflake
Supported database backend for data warehouse use cases.
BigQuery
Supported database backend for analytics workloads.
Benefits
Limitations
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Frequently Asked Questions
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Getting Started
- 1 Install the package (example shown: pip install vanna).
- 2 Choose your stack: select an LLM provider and a database backend (e.g., OpenAI, Anthropic; PostgreSQL, BigQuery, Snowflake).
- 3 Follow the quickstart/docs or run the provided Colab dummy database examples to configure and run Vanna.
Support
docs
Documentation and quickstart available on the Vanna website.
quickstart
Quickstart guides and Colab examples (dummy database) provided to get started quickly.
company contact
Company contact and enterprise inquiries available via the site.
API
Documentation and quickstart available on the Vanna website
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