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What is Vanna 2.0?

Vanna is an open-source AI tool designed to enable users to query multiple databases using natural language instead of SQL. Built to work with any large language model (LLM) provider and various database systems, Vanna simplifies data access for users regardless of their SQL expertise. It supports multi-database environments including SQLite, PostgreSQL, MySQL, Snowflake, and BigQuery, among others. Vanna offers features like access control, real-time observability, agent memory with a hosted vector database, secure file storage, audit logs, and data retention for compliance. This tool is ideal for organizations looking to empower non-technical users to generate insights from data efficiently, reducing reliance on specialized SQL knowledge. It fits workflows that require secure, scalable, and user-friendly data querying across diverse data sources.

AI Tool Review Summary

Performance Score

4.5/5

Content/Output Quality

Accurate and context-aware

Interface

Developer-friendly with optional hosted admin UI

AI Technology
LLMNLP
Purpose of Tool

To enable natural language querying of multiple databases for accessible data insights.

Compatibility

Compatible with any LLM provider and multiple database platforms, fitting into diverse data ecosystems.

Pricing

Open-source core with optional paid hosted admin features

Features

Features with the highest value for users are highlighted here.

Natural language SQL querying

Multi-database support

Integration with multiple LLM providers

Access control and permissions

Real-time metrics and tracing

Hosted vector database for agent memory

Secure file storage

Audit logging and data retention

How It Works

1

Choose Your LLM Provider

Select from supported large language models like OpenAI, Anthropic, Gemini, or Ollama.

2

Connect Your Databases

Integrate multiple databases such as PostgreSQL, MySQL, Snowflake, or BigQuery.

3

Configure Access and Features

Set up access control, observability, and agent memory as needed.

4

Query Using Natural Language

Users interact with data by typing natural language queries that Vanna translates into SQL.

Who Is It For?

Data Analysts

Product Managers

Business Intelligence Teams

Developers

Small Businesses

Enterprise IT Teams

Data Engineers

Non-technical Users

Startups

Compliance Officers

Pricing

Open Source

$0/free
  • Full access to core framework
  • Support for multiple LLMs and databases
  • Community support
Popular

Hosted Admin

$49/monthly
  • Access control
  • Real-time observability
  • Agent memory with vector DB
  • Audit logs and data retention

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Pros & Cons

Pros

  • Enables non-technical users to query databases easily.
  • Supports a wide range of databases and language models.

Cons

  • Requires some setup and configuration for optimal use.
  • Hosted admin features may involve additional costs.

FAQs

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Reviews

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Rating

5.0

Pros

Cons

Quick Vanna 2.0 Comparision

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Analytics of Log in to Vanna.AI

Website traffic and keyword analysis.

Live dataFeb 2026 – Apr 2026

Monthly visits

62.69K

+18.5% vs prior month

Avg. visit duration

00:01:00

M 4 2026 snapshot

Pages / visit

2.02

M 4 2026 snapshot

Bounce rate

46.62%

Lower is better

All traffic · Worldwide

Weekly estimate · Feb 1, 2026 – Apr 29, 2026

9.37K10.16K10.95K11.75K12.54KFeb 1Feb 15Mar 1Mar 15Mar 29Apr 8Apr 22Apr 29

Peak week: 12.54K (Apr 1, 2026)Low week: 9.37K (Feb 1, 2026)WoW: 0.0%Derived from monthly estimates · SimilarWeb-equivalent

Release History

0 releases published

No releases yet.

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