MindSQL
A Python Text-to-SQL RAG Library simplifying database interactions with natural language queries.
GraphCanon updated 2w · GitHub synced 2w
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
Verify the decision
Maintenance and security
Full trust report- Maintenance
- Dormant (387d since push)
- As of 2w
- Provenance
- Not a fork · Organization account
- As of 2w
- Security (OSV)
- No lockfile
- As of 1mo
Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.
Install
pip install MindSQLSimilar tools
Same-category neighbours. No typed graph edges are catalogued for this tool yet.
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 · Aug 7, 2026
Categories
Compatibility
Sourced claims from the README excerpt - not unsourced marketing copy.
Source: README excerpt (regex_v1, Aug 7, 2026)
MindSQL requires Python 3.10 or higher.Source link
Tags
README
🚀 Installation
To install MindSQL, you can use pip:
pip install mindsql
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.