Vanna AI

Vanna.AI is an intelligent, open-source, Python-based AI SQL agent that writes complex SQL code in seconds. It improves SQL accuracy rates leveraging training data, assures database content's privacy, and offers flexible front-end options.

Features

• High Accuracy on Complex Datasets: Vanna.AI’s performance improves with more training data, enhancing accuracy for large and complex datasets.
• Safe and Private: Vanna.AI keeps your database content secure, as it only requires schemas & queries, and not the contents of your database.
• Customizable Models: With Vanna, you can train and use a model specific to your database and schema, ensuring full customizability.
• Self-Learning Capabilities: As you use Vanna more, the model steadily improves, thanks to the continuous augmentation of your training data.
• Supports Wide Range of Databases: Vanna supports many databases including, but not limited to, Snowflake, BigQuery, and Postgres.
• User-Friendly Front-End: Start in a Jupyter Notebook and expose to business users via multiple options like a Slackbot, web app, Streamlit app, Excel plugin, etc.

Use Cases:

• Real-time SQL Code Generation: With Vanna, you can generate complex SQL code in seconds, speeding up your database management tasks.
• Secure Preservation of Database Contents: Protect your data, as Vanna only needs the schemas & queries, ensuring your database contents remain secure.
• Improved SQL Accuracy Rates with AI: By providing more training data, you can improve the SQL accuracy rates, thanks to Vanna's AI capabilities.
• Database Compatibility: Use Vanna with a wide range of databases allowing easy integration and connection with your preferred database.

Whether it's writing complex SQL at remarkable speed or ensuring high accuracy on your datasets, Vanna.AI is a powerful, Python-based AI SQL agent that evolves on your terms, promises privacy and offers diverse use cases.