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Vanna AI

by Vanna AI • Parma, Italy • Founded 2021

Turn Natural Language Questions Into Accurate SQL Queries Instantly

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Pricing
From $50/mo
Category
AI Code Tools
Platforms
API
Available
Last Updated
Mar 30, 2026

What is Vanna AI?

Vanna AI is an open-source AI SQL agent that converts natural language questions into accurate SQL queries across any database. It uses a RAG-based approach, training on your specific schema and documentation to generate highly precise results.

Vanna supports PostgreSQL, MySQL, Snowflake, BigQuery, Redshift, SQLite, and more, while working with any LLM provider including OpenAI, Anthropic, and Ollama. It produces SQL queries, Pandas DataFrames, auto-generated visualizations, and follow-up prompts for deeper analysis. Self-hosting is fully supported for teams requiring complete data control.

Vanna AI — Turn Natural Language Questions Into Accurate SQL Queries Instantly Whether you're evaluating Vanna AI for your team or comparing it to alternatives in the AI Code Tools category, this in-depth review covers everything: features, pricing, real user reviews, pros and cons, integrations, and direct comparisons against competitors.

Key Features 8

Open-Source AI Agent Framework for Accurate Text-to-SQL Generation
Natural Language to SQL Conversion Using RAG-Powered Agentic Retrieval
User-Aware Multi-Tenant Architecture with Built-In Access Control (RBAC)
Compatible with Any LLM Including OpenAI, Anthropic, and Ollama
Supports Any Database Like PostgreSQL, Snowflake, BigQuery, and MySQL
Pre-Built Embeddable Web Chat Component with Streaming Rich UI
Self-Learning Tool Memory That Improves SQL Accuracy Over Time
Enterprise-Ready with Audit Logs, Row-Level Security, and Rate Limiting

Who Is Vanna AI For

1 Data Analysts
2 Business Intelligence Teams
3 Python Developers
4 Non-Technical Business Users
5 Database Administrators
6 SaaS Product Teams

Pros & Cons

Pros 4 benefits
  • Fully Open-Source Framework
  • Works With Any LLM
  • Strong Multi-Database Compatibility
  • Self-Hosting Fully Supported
Cons 3 limitations
  • Model Training Requires Effort
  • Frontend Needs More Polish
  • Chart Output Needs Refinement

Frequently Asked Questions

5 questions

How Vanna AI works

Vanna AI is positioned as turn Natural Language Questions Into Accurate SQL Queries Instantly. Under the hood it ships 8 headline capabilities, including Open-Source AI Agent Framework for Accurate Text-to-SQL Generation, Natural Language to SQL Conversion Using RAG-Powered Agentic Retrieval, User-Aware Multi-Tenant Architecture with Built-In Access Control (RBAC), Compatible with Any LLM Including OpenAI, Anthropic, and Ollama, Supports Any Database Like PostgreSQL, Snowflake, BigQuery, and MySQL and Pre-Built Embeddable Web Chat Component with Streaming Rich UI. Together these features cover the core workflows most teams expect from a modern ai code tools, from initial setup through day-to-day production use.

Vanna AI runs as a self-contained product, so you can adopt it without touching the rest of your stack — useful when you want to evaluate the tool in isolation before wiring up integrations.

Who is Vanna AI for?

Vanna AI is most useful for Data Analysts, Business Intelligence Teams, Python Developers and Non-Technical Business Users. If your team falls into one of those buckets, the feature set lines up well with how you already work — you won't be forcing a square peg into a round hole.

Beyond the obvious use case, the product tends to attract users who want a low-friction starting point option in the ai code tools space.

Vanna AI pricing explained

Vanna AI runs on a freemium model. You get a usable free tier to evaluate the product, and you only pay when you outgrow the limits — usage volume, seat count, or premium features. Headline pricing: From $50/mo.

Across the AI Cloudbase rubric, we score freemium pricing models on transparency, rate-limit honesty, and how predictable spend is at scale. Vanna AI's freemium approach is standard for the category — useful for evaluation, but always re-check tier limits before you depend on the free plan.

Our verdict on Vanna AI

Vanna AI hasn't been rated by enough reviewers yet to publish an aggregate score. The strongest signal in those reviews is that fully open-source framework. The most common complaint is that model training requires effort — worth knowing before you commit, but rarely a deal-breaker for teams that already match the use case.

If you're evaluating Vanna AI against alternatives, weigh it on the same 7-criteria rubric we apply to every tool: capability, integrations, pricing transparency, support, security posture, roadmap velocity, and community signal. Built by Vanna AI, founded in 2021, the product has a clear track record you can verify before adopting it. The bottom line: Vanna AI is a solid pick in the ai code tools category, and it deserves a spot on your shortlist if your workflow matches what it was built for.

Trusted Reviews

Verified Platforms

What's New

monthly
Vanna 2.0 Agent Architecture 2.0

Complete rewrite with streaming UI components, user-aware permissions, lifecycle hooks, and LLM middleware support

Dec 1
Multi-Database And LLM Expansion 1.x

Added support for additional databases and LLM providers including Ollama and AWS Bedrock

Jun 1
View all updates

User Base

10K+ users
Active Users

Security & Privacy

User-aware permissions with group-based access control Self-hosting option for complete data control No data sent to external servers in self-hosted mode Audit logs and activity tracking

Collaboration & Teams

Team Workspaces Multi-User Access Role Permissions Activity Log

Learning & Support

Resources

Documentation Blog

Community

Discord

Support Channels

Email Priority

Localization

1
UI Languages
1+
Content Languages

Recognition & Trust

Open Source
Media: Featured on Microsoft Azure Blog

All Features of Vanna AI

1
Open-Source AI Agent Framework for Accurate Text-to-SQL Generation
2
Natural Language to SQL Conversion Using RAG-Powered Agentic Retrieval
3
User-Aware Multi-Tenant Architecture with Built-In Access Control (RBAC)
4
Compatible with Any LLM Including OpenAI, Anthropic, and Ollama
5
Supports Any Database Like PostgreSQL, Snowflake, BigQuery, and MySQL
6
Pre-Built Embeddable Web Chat Component with Streaming Rich UI
7
Self-Learning Tool Memory That Improves SQL Accuracy Over Time
8
Enterprise-Ready with Audit Logs, Row-Level Security, and Rate Limiting

Vanna AI User Reviews

No reviews yet. Be the first to review Vanna AI!

Vanna AI Pricing

From $50/mo

Free
$0
  • Shared LLM pool (best effort)
  • 10 remote tool executions/day
  • 5 published tools
  • 2K metrics & 1K spans/day
POPULAR
Explorer
$50 /mo
  • 30 guaranteed LLM messages/day
  • 500 remote executions/day
  • 25 published tools
  • 50K metrics & 20K spans/day
View Pricing

Company Info

Company Vanna AI
Location Parma, Italy
Founded 2021
Team Size 1-10

Vanna AI Popularity

113
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10
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0
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Vanna AI
Turn Natural Language Questions Into Acc
Freemium ★★★★★ 4.5
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