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Vanna AI

Generates SQL queries from natural language questions using RAG-powered AI.

Last updated: Aug 21, 2026

Pricing

Updated: Jul 4, 2025
Starting Price
Free
Pricing Model
freemium
Free Plan
Yes
Free Trial
No

About Vanna AI

Vanna AI is a text-to-SQL platform that lets people query databases using plain-language questions instead of writing SQL by hand. At its core is an open-source Python package, Vanna Core, which uses retrieval-augmented generation: it trains on a database's schema, documentation, and past queries, then uses that context to generate accurate SQL for new natural-language questions. The platform is model- and database-agnostic. It works with LLM providers including OpenAI, Anthropic, Gemini, and Ollama, and connects to databases such as PostgreSQL, MySQL, SQLite, Snowflake, and BigQuery, among others. Vanna supports multi-turn conversations, so users can ask follow-up questions to refine a query or explore data further, and it includes access controls, audit logs, and observability for teams that need governance around who can query what. Beyond the open-source core, Vanna offers a hosted Vanna Cloud product with admin features and an Enterprise tier. The company markets it as a way to reduce the time it takes non-technical staff to get insights from data without needing a data analyst for every question. Database contents are not sent to the language model unless a feature specifically requires it.

At a glance

Platforms
Web, API
API
Available
Integrations
Slack, Jupyter Notebook
Last verified
August 2026
Last updated: August 21, 2026

Who It's For

  • •Data analysts
  • •Business intelligence professionals
  • •Data scientists
  • •Anyone who needs to query SQL databases but lacks SQL expertise

How It Works

  1. 1Connects to a SQL database.
  2. 2User asks a question in natural language.
  3. 3Vanna AI translates the question into a SQL query.
  4. 4The query is executed against the database.
  5. 5The results are returned to the user.

How to Use Vanna AI

  1. 1Install the Vanna AI Python package.
  2. 2Connect Vanna AI to your SQL database.
  3. 3Train Vanna AI using DDL (Data Definition Language) statements, documentation, and sample SQL queries.
  4. 4Ask questions in natural language and receive SQL queries and results.
  5. 5Fine-tune Vanna AI as needed to improve accuracy.

Key Features

  • •Natural language to SQL generation
  • •Retrieval-augmented generation trained on your schema and queries
  • •Multi-database support (Snowflake, BigQuery, PostgreSQL, MySQL, SQLite, and more)
  • •Multi-turn conversations
  • •Access control and audit logs
  • •Follow-up question suggestions

Use Cases

  • •Query databases without writing SQL
  • •Democratize data access across non-technical teams
  • •Reduce time to insights from data
  • •Build custom text-to-SQL applications

Pros & Cons

Advantages

  • •Democratizes data access by enabling non-technical users to query databases.
  • •Speeds up data analysis by automating SQL query generation.
  • •Customizable to specific databases and business needs.
  • •Reduces the need for SQL expertise.

Disadvantages

  • •Requires initial training and fine-tuning to achieve optimal accuracy.
  • •Accuracy depends on the quality and completeness of the training data.
  • •May not be suitable for complex or highly specialized SQL queries.

Alternatives

  • ThoughtSpot
  • Hex

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Frequently Asked Questions

What is Vanna AI?

Vanna AI is a text-to-SQL platform that lets people query databases using plain-language questions instead of writing SQL by hand. At its core is an open-source Python package, Vanna Core, which uses retrieval-augmented generation: it trains on a database's schema, documentation, and past queries, then uses that context to generate accurate SQL for new natural-language questions.

How much does Vanna AI cost?

Vanna AI has a free plan; paid plans start at $25.

Is Vanna AI free?

Yes, Vanna AI offers a free plan you can start with.

What are the best Vanna AI alternatives?

Popular Vanna AI alternatives include ThoughtSpot, Hex.

What is Vanna AI used for?

Vanna AI is commonly used for Query databases without writing SQL, Democratize data access across non-technical teams, Reduce time to insights from data.

Does Vanna AI have an API?

Yes, Vanna AI offers an API for developers.

What platforms does Vanna AI support?

Vanna AI is available on Web, API.

Information Accuracy

Please note: While we regularly update all tool information including descriptions, features, pricing, and other details, this information may change over time as tools evolve and update their offerings. For the most current and accurate information, we recommend visiting the official website directly. Our goal is to provide you with comprehensive and up-to-date information to help you make informed decisions.