- Home
- Agentic Analytics Software
- Vanna AI
Vanna AI
What it is
Vanna 2.0 is an open-source, user-aware AI agent framework that connects language models to databases. Agents can run SQL queries, generate charts, and call custom functionality through registered tools. Tool Memory stores successful interactions and searches earlier queries and tool-use patterns to adapt to similar questions. Configuration options include Anthropic, OpenAI, Azure OpenAI, Gemini, and Ollama models; SQLite, PostgreSQL, MySQL, MS SQL, Snowflake, and BigQuery databases; and demo in-memory, ChromaDB, or Pinecone memory backends. FastAPI and Flask are listed as server choices, with a local FastAPI example. Vanna can run through Vanna Cloud or be self-hosted. Documentation describes user-specific access controls and tool access groups. Explorer costs $50 a month and allows 20 questions per day; Team costs $500 a month and allows 300 questions per day, with limits resetting every 24 hours. The security FAQ describes the premium backend as in development/demo stage and lists in-memory storage, no encryption at rest, wide-open CORS, no rate limiting, and no authentication middleware.
For and against
For
- Connects language models to multiple databases
- Agents can run SQL and generate charts
- Tool Memory reuses successful interactions
- Supports cloud or self-hosting
- User-specific access controls are documented
Against
- Explorer limits usage to 20 questions daily
- Team limits usage to 300 questions daily
- Premium backend is described as in development/demo stage
- Security FAQ lists no encryption at rest and no authentication middleware
The verdict
Vanna provides a flexible framework for database-aware agents, with broad model, database, memory, and server configuration choices. Its documented backend limitations and daily question caps are important considerations before selecting a deployment or paid plan.
Who it suits
Vanna suits teams building database-connected agents with SQL, charts, custom tools, and configurable model or database providers. Explorer is described for teams of 2–3 people, Team for small companies or large teams, and Enterprise for large companies.
Plans and prices
Explorer
20 questions/day · admin features in Vanna OSS or Vanna Cloud · API · same-day email support
Read 3 Oct 2026 · vanna.ai
Team
300 questions/day · includes Explorer · setup support · same-day live support
Read 3 Oct 2026 · vanna.ai
Enterprise
Unlimited questions · on-prem deployment support · SAML SSO · admin API for user provisioning and management
Read 3 Oct 2026 · vanna.ai
On the record
- Company details
- LinkedIn lists Vanna AI headquarters as New York and its founding year as 2023.linkedin.com · read 3 Oct 2026
- Database integrations
- The configuration page lists SQLite, PostgreSQL, MySQL, MS SQL, Snowflake, and BigQuery database options.vanna.ai · read 3 Oct 2026
- Deployment
- The homepage offers Vanna Cloud and self-hosting, and describes the framework as open source.vanna.ai · read 3 Oct 2026
- LLM integrations
- The configuration page lists Anthropic, OpenAI, Azure OpenAI, Gemini, and Ollama as LLM options.vanna.ai · read 3 Oct 2026
- Memory integrations
- The configuration page shows demo in-memory, ChromaDB, and Pinecone agent-memory options.vanna.ai · read 3 Oct 2026
- Permissions
- The documentation says user-specific access controls flow through the system, and tools can be registered with access groups.vanna.ai · read 3 Oct 2026
- Security status
- Vanna’s Data Security FAQ says the premium backend is in development/demo stage and lists in-memory storage, no encryption at rest, wide-open CORS, no rate limiting, and no authentication middleware as current limitations.vanna.ai · read 3 Oct 2026
- Server options
- The configuration page shows FastAPI and Flask server options and demonstrates running a FastAPI server locally.vanna.ai · read 3 Oct 2026
- SQL and tools
- Agents can run SQL queries, generate charts, and use custom functionality through tools.vanna.ai · read 3 Oct 2026
- Support
- Explorer includes same-day email support, Team includes setup support and same-day live support, and Enterprise lists on-prem deployment support.vanna.ai · read 3 Oct 2026
- Tool memory
- Tool Memory saves successful interactions and searches prior queries and tool-use patterns to adapt to similar questions.vanna.ai · read 3 Oct 2026
- Usage limits
- Explorer includes 20 questions per day and Team includes 300 questions per day; the page says limits reset every 24 hours and requests are rate-limited after the limit is reached.vanna.ai · read 3 Oct 2026
- What it does
- Vanna 2.0 is a user-aware AI agent framework that connects language models to databases.vanna.ai · read 3 Oct 2026
- Who it is for
- The pricing page describes Explorer as intended for teams of 2–3 people, Team for small companies or large teams, and Enterprise for large companies.vanna.ai · read 3 Oct 2026
