What is Vanna: Your AI Business Intelligence Assistant
Vanna is an AI-powered Python package that assists in generating SQL queries for databases such as Snowflake, BigQuery, Athena, and Postgres. It acts as a business intelligence assistant, leveraging AI to quickly generate complex SQL queries based on the provided schema, and continuously improves its accuracy over time through self-learning. With customizable training models and secure handling of database contents, Vanna is designed to enable business users to easily extract insights from databases by asking questions, making it an ideal tool for data analysts, business intelligence professionals, and developers working with large and complex datasets.
How to use Vanna: Your AI Business Intelligence Assistant
To use Vanna, users install the Python package 'vanna', set up an API key, specify the database model they want to train Vanna on, and ask queries using the 'ask' function, which generates SQL queries in seconds.
Frequently Asked Questions
How does Vanna ensure high accuracy in SQL generation?
Vanna's accuracy depends on the training data provided. By giving more training data, especially for large and complex datasets, Vanna can achieve higher accuracy rates.
Can Vanna continuously learn and improve over time?
Yes, as you use Vanna more, its model continuously learns from your training data, resulting in improved SQL generation over time.
How does Vanna's AI capabilities improve its SQL generation?
Vanna is an AI-powered tool that acts as a business intelligence assistant by quickly generating complex SQL queries based on your schema. Its AI capabilities allow it to learn and improve over time, providing more accurate results.""" }