MindSQL
MindSQL: A Python Text-to-SQL RAG Library simplifying database interactions. Seamlessly integrates with PostgreSQL, MySQL, SQLite, Snowflake, and BigQuery. Powered by GPT-4 and Llama 2, it enables natural language queries. Supports ChromaDB and Faiss for context-aware responses. - Mindinventory/MindSQL
MindSQL is a Python RAG (Retrieval-Augmented Generation) Library that provides the following features:
- Support for various databases: It supports popular databases such as PostgreSQL, MySQL, and SQLite, as well as major databases like Snowflake and BigQuery.
- Easy query writing: It streamlines the interaction between users and their databases with just a few lines of code.
- Utilization of large language models: It generates queries and provides answers by utilizing large language models such as GPT-4, Llama 2, and Google Gemini.
- Knowledge base support: It provides more accurate answers by supporting knowledge bases such as ChromaDB and Faiss.