Vanna AI
Vanna is an AI-powered Python package that helps generate SQL for databases such as Snowflake, BigQuery, Athena, and Postgres. It acts as a business intelligence assistant by quickly generating complex SQL queries based on your schema.
Description
how to use:
To use Vanna, install the Python package ‘vanna’ and set up an API key. Then, specify the database model you want to train Vanna on and ask queries using the ‘ask’ function. Vanna will generate SQL queries for you in seconds.
Core freatures:
AI-powered SQL generationSupport for Snowflake, BigQuery, Athena, Postgres, and moreCustomizable training model for database-specific queriesSelf-learning capability to improve accuracy over timeSecure and private handling of database contentsIntegration with Jupyter Notebook, Slackbot, web apps, and more
Use case:
Quickly generate complex SQL queries for large and complex datasets
Get high accuracy rates on SQL queries by providing sufficient training data
Enable business users to obtain insights from databases by asking questions
Customize Vanna for specific databases and schemas
Integrate Vanna into web apps or customer-facing platforms to provide SQL generation functionality
FAQ list:
What databases does Vanna support? How does Vanna ensure high accuracy in SQL generation? Can I use Vanna with my own database and schema? Does Vanna continuously improve over time? What are some use cases for Vanna?
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