MindSQL
A Python Text-to-SQL RAG Library simplifying database interactions with natural language queries.
GraphCanon updated Sep 20, 2026 · GitHub synced Sep 20, 2026
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Decision brief
MindSQL uses RAG and models like GPT-4 to transform natural language into SQL queries for multiple databases, leveraging vectorstores such as ChromaDB and Faiss.
Good fit when
- - When you require text-to-SQL conversion that supports PostgreSQL, MySQL, SQLite, Snowflake, BigQuery with advanced context-aware responses powered by GPT-4 and Llama 2
- - In projects needing natural language database interactions that are supported by vectorstores like ChromaDB or Faiss for enhanced query accuracy
Avoid when
- - If your project only supports Python versions below 3.10, since MindSQL requires at least Python 3.10
- - When using incompatible databases not listed such as Oracle, Microsoft SQL Server, because MindSQL's database support is limited to PostgreSQL, MySQL, SQLite, Snowflake, and BigQuery
Observed Jul 14, 2026 · Source: enrich:decision_facts
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Maintenance and security
Full trust report- Maintenance
- Dormant (418d since push)
- As of Sep 7, 2026
- Provenance
- Not a fork · Organization account
- As of Sep 7, 2026
- Security (OSV)
- No lockfile
- As of Jul 11, 2026
Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.
Install
pip install MindSQLSimilar tools
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Evidence and technical details
Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.
Overview
MindSQL is a library that uses RAG and models like GPT-4 to enable text-to-SQL interaction for databases including PostgreSQL, MySQL, SQLite, Snowflake, BigQuery. Supports ChromaDB and Faiss.
Capability facts
- Languages
- python
Source: github.language+pyproject.toml · Sep 7, 2026
Categories
Compatibility
Sourced claims from the README excerpt - not unsourced marketing copy.
Source: README excerpt (regex_v1, Sep 7, 2026)
MindSQL requires Python 3.10 or higher.Source link
Tags
README
🚀 Installation To install MindSQL, you can use pip: MindSQL requires Python 3.10 or higher. !pip install mindsql from mindsql.core import MindSQLCore from mindsql.databases import Sqlite from mindsql.llms import GoogleGenAi from mindsql.vectorstores import ChromaDB
For agents
This page has a .md twin and JSON over the API.