microsoft/graphrag

graphrag

A modular graph-based Retrieval-Augmented Generation (RAG) system

44/100RAG
Stars33,105
Forks3,506
LanguagePython
LicenseMIT

Overview

A modular graph-based Retrieval-Augmented Generation (RAG) system

Best for

  • Evaluating graphrag for Python AI workflows.
  • Comparing a GitHub project with 33,105 stars and current repository activity.

Pros

  • graphrag has visible GitHub traction with 33,105 stars. Topics: gpt, gpt-4, gpt4.
  • The project provides an external homepage for deeper evaluation.

Cons

  • Production fit still depends on documentation depth, issue activity, and release cadence.
  • License review should confirm the MIT terms fit your use case.

Production readiness

graphrag should be validated with its README, release history, open issues, and integration requirements before production use.

License risk

MIT is reported by GitHub; review the repository license before redistribution or commercial use.

Install

git clone https://github.com/microsoft/graphrag.git

Star trend

33k33k33k05-1605-1805-20