Vanna.ai

What is Vanna.ai?

Vanna.AI is an AI-powered tool that helps you write SQL queries. Built on a Python-based, open-source SQL agent, it lets you ask a simple question and automatically generates complex SQL queries in seconds. It is designed to be highly accurate, even with tricky datasets.

Privacy is a core principle: Vanna only needs your database schemas and queries — never the actual data itself — so sensitive information stays safe. Its approach uses an isolated, custom model for each user, which keeps improving as you use it. Vanna works with popular databases like Snowflake, BigQuery, and Postgres, and integrates flexibly into your workflow via Jupyter Notebooks, Slackbots, or custom web apps.

Who created Vanna.ai?

Vanna.ai was developed by a team led by Rishit Patel. The platform focuses on AI-assisted SQL query generation, making it simpler to pull insights from databases while keeping data security a top priority.

What is Vanna.ai used for?

• Custom Model: Builds a personalized AI model for each user.
• Data Security: Only uses schemas and queries, not the actual data.
• High Accuracy: Reliable results, even with complex data.
• Automated SQL Generation: Writes SQL queries automatically from questions.
• Tailored AI Learning: The model improves specifically for your needs.
• Multiple Database Support: Works with Snowflake, BigQuery, Postgres, and more.
• Flexible Frontend Integration: Connects with Jupyter Notebooks, Slackbots, web apps, and more.
• Insight Extraction: Helps you get valuable information from your data.

Who is Vanna.ai for?

Vanna.ai suits data analysts, data scientists, database administrators, business analysts, software engineers and developers, and managers who want to speed up SQL writing while keeping their data secure.

How to use Vanna.ai?

1. Access Vanna.ai: Visit the official website at vanna.ai.

2. Installation: Install it with pip:

   !pip install vanna
   import vanna
   from vanna.remote import VannaDefault
   vn = VannaDefault(model='chinook', api_key='your_api_key_here')
   vn.connect_to_sqlite('https://vanna.ai/Chinook.sqlite')
   vn.ask('What are the top 10 artists by sales?')
   
   from vanna.flask import VannaFlaskApp
   VannaFlaskApp(vn).run()

3. Ask questions: Use automated SQL generation to write complex queries quickly with AI assistance.

4. Stay secure: Vanna only needs schemas and queries, never the actual data.

5. Leverage your custom model: Each user gets a personalized model that improves with use.