Vanna.AI

Convert natural language to SQL for simplified database queries.

PRICING STARTS

$

25

/ Month

INDUSTRY

Technology

PRICING TYPE

Freemium

ABOUT

Vanna.AI is an open-source platform that leverages artificial intelligence to simplify SQL query generation, enabling users to extract actionable insights from databases through natural language questions. It employs a Retrieval-Augmented Generation (RAG) framework to convert natural language queries into accurate SQL statements. This process involves training a model on your specific data, allowing users to interact with databases without requiring deep SQL expertise.

USE CASES

Natural Language to SQL Conversion: Transform user queries into SQL commands, facilitating data retrieval without manual query writing.

Data Analysis: Enable users to perform complex data analysis by simply asking questions, streamlining the data exploration process.

Business Intelligence: Empower business users to access and interpret data insights directly, enhancing decision-making capabilities.

CORE FEATURES

Open-Source Framework: The Vanna Python package and its frontend integrations are open-source, allowing for customization and self-hosting.

High Accuracy on Complex Datasets: Vanna's performance improves with the quality and quantity of training data, ensuring precise SQL generation for intricate datasets.

Security-Focused Design: Database contents are not transmitted to the Large Language Model (LLM) unless explicitly enabled, ensuring data privacy.

Self-Learning Capability: The model continuously enhances its accuracy as it processes more data, adapting to evolving requirements.

Support for Multiple Databases: Vanna supports various databases, including Snowflake, BigQuery, and Postgres, with the flexibility to integrate additional databases as needed.

Flexible Frontend Options: Users can interact with Vanna through Jupyter Notebooks, Slackbots, web applications, Streamlit apps, or integrate it into custom web applications.

CATEGORY

Data Science

USEFUL FOR

Data analysts, Software Engineers, Researchers