Mindinventory/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.
This is a tool for developers who build data-driven applications. It lets you create a backend where end-users can ask questions in plain English (or any natural language) about data stored in various databases like PostgreSQL, MySQL, or Snowflake. The tool translates these natural language questions into SQL queries, retrieves the answers, and can even visualize them, providing a user-friendly way to interact with complex datasets without needing to write SQL.
437 stars. No commits in the last 6 months. Available on PyPI.
Use this if you are a developer looking to integrate natural language database querying capabilities into your applications, allowing your users to get insights from data without writing SQL.
Not ideal if you are a business user looking for a no-code tool to directly query your database with natural language, as this requires Python programming to set up.
Stars
437
Forks
45
Language
Python
License
GPL-3.0
Category
Last pushed
Jul 16, 2025
Commits (30d)
0
Dependencies
13
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