vanna-ai

vanna-ai

Vanna.AI is an enterprise-grade AI platform that enables users to retrieve and analyze data from SQL databases by simply asking questions, eliminating the need for SQL expertise and accelerating actionable insights.

vanna-ai is business intelligence software teams evaluate for business operations. Use this page to review pricing, integration signals, and the best alternatives before you commit.

Freemium API Enterprise 75/100
#230 in Business Intelligence (230 tools)
Added 0 year ago
30060 directory views this week

Quick Overview

Best for: Business Operations

What it does

Business Intelligence software for decision-makers comparing workflow fit and alternatives.

Best fit

Business Operations

Pricing snapshot

Freemium from Free

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vanna-ai

Vanna.AI is designed to provide fast, accurate, and secure AI-powered data retrieval and analysis from SQL databases. It allows business users and data professionals to ask natural language questions and receive SQL-generated answers without needing to write queries manually. The platform supports training AI models on specific data environments, industries, and companies to ensure precise insights. Vanna offers zero setup for cloud use, on-premises deployment for data sovereignty, and an API for integration into existing applications. Its open-source foundation empowers developers to customize and extend text-to-SQL capabilities.

Vanna.AI is an AI SQL agent that writes SQL from natural language queries.

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Key Features

Natural Language to SQL

Convert user questions into accurate SQL queries using AI, enabling non-experts to interact with databases easily.

Enterprise-grade Data Retrieval and Analysis

Robust platform with instant database connectivity, governance controls, and team permissions for secure and efficient data access.

Custom AI Training

Train AI models on your specific data environment, industry, and company data to improve accuracy and relevance.

Open-Source Foundation

Fully open-source Python package and frontend integrations allowing complete customization and self-hosting.

Deployment Flexibility

Options for cloud-hosted, on-premises deployment within your VPC, and compatibility with preferred cloud LLM providers.

API Access

Enterprise-grade API to integrate Vanna’s AI database interactions into existing applications and agent frameworks.

Security and Privacy

Database contents are never sent to the LLM unless explicitly enabled; metadata storage only accesses schemas, documentation, and queries.

Self-Learning Model

Continuous improvement of AI models through augmented training data based on user interactions.

Multi-Database Support

Supports Postgres, Microsoft SQL Server, MySQL, DuckDB, Snowflake, BigQuery, SQLite, Oracle, and other SQL databases.

Pricing

Free Tier Available

Vanna offers a free tier with access to the cloud platform and basic AI SQL query capabilities.

Free Tier

Free
  • Access to Vanna Cloud with basic features
  • Start querying your database with AI-generated SQL

Enterprise

Custom pricing
  • On-premises deployment
  • Full customization and integration support
  • Advanced governance and security controls

Use Cases

Business Intelligence

Enable business users to ask questions in natural language and get immediate insights without SQL knowledge.

Data Analysis Automation

Automate the generation of complex SQL queries to save time for data analysts and engineers.

Enterprise Data Governance

Maintain strict control over data access and compliance with deployment options that ensure data sovereignty.

Developer Integration

Integrate AI-powered SQL generation into custom applications using the open-source framework and API.

Integrations

OpenAI

Uses OpenAI's LLM to generate SQL queries based on relevant metadata.

ChromaDB

Finds relevant tables, documentation, and example SQL queries to assist AI generation.

Multiple SQL Databases

Supports integration with Postgres, Microsoft SQL Server, MySQL, DuckDB, Snowflake, BigQuery, SQLite, Oracle, and others.

Benefits

Reduces the need for SQL expertise, democratizing data access across teams.
Accelerates time to insights by simplifying query generation.
Ensures data security and compliance with flexible deployment options.
Improves accuracy over time with self-learning AI models.
Supports a wide range of SQL databases and cloud providers.
Offers full customization through open-source software.

Limitations

Accuracy depends heavily on the quality and amount of training data provided.
Some advanced features require enabling data sharing with LLMs, which may not be suitable for all compliance requirements.

Frequently Asked Questions

Do I need to be an SQL expert to use Vanna?
No, Vanna allows users to ask questions in natural language and automatically generates the SQL queries.
Is my database content sent to external AI services?
By default, your database contents are not sent to the LLM unless you enable features that require it. Metadata storage only accesses schemas, documentation, and queries.
Can I deploy Vanna on my own infrastructure?
Yes, Vanna is open-source and can be deployed within your own infrastructure or VPC for full data sovereignty.
Which databases does Vanna support?
Vanna supports Postgres, Microsoft SQL Server, MySQL, DuckDB, Snowflake, BigQuery, SQLite, Oracle, and other SQL databases.

Getting Started

  1. 1 Sign up for a free account or deploy the open-source package on your infrastructure.
  2. 2 Connect your SQL database to Vanna for instant metadata ingestion.
  3. 3 Train the AI model on your specific data environment and start asking questions.

Support

email

Contact support via [email protected] for help and enterprise customization.

docs

Comprehensive documentation available at https://vanna.ai/docs/

API

Available: Yes
Documentation:

API documentation is available at https://vanna.ai/docs/

Rate Limits:

Not specified

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