Vanna.AI
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Open Source
Offers a Python-based open-source solution for generating SQL queries using large language models.
About
Vanna.AI is a Python-based open-source platform that leverages large language models (LLMs) to generate accurate SQL queries through retrieval augmentation. It enables users to train models on their data and pose questions in natural language, receiving precise SQL queries in return. Vanna supports various databases, including Snowflake, BigQuery, and Postgres, and offers integrations with multiple vector databases and LLMs. Users can deploy Vanna locally, ensuring data security and customization to fit specific needs.
Features
- Open-source Python package for AI-driven SQL generation.
- Supports multiple databases: Snowflake, BigQuery, Postgres, and more.
- Integrates with various LLMs and vector databases.
- Local deployment options for enhanced data security.
- Extensible architecture for customization.
Tags
SQL Generation
Data Querying
Python Tool