---
title: "Microsoft GraphRAG"
description: "GraphRAG is a data pipeline and transformation suite that extracts meaningful, structured data from unstructured text using the power of LLMs. It uses a graph-based approach to RAG (Retrieval-Augmented Generation) that leverages knowledge graphs to improve reasoning over private datasets."
type: skill
canonical_url: https://claudary.paisolsolutions.com/skills/graphrag
source: "Claudary"
difficulty: intermediate
author: "Claude Code Knowledge Pack"
date: 2026-07-10T11:24:01.021Z
license: CC-BY-4.0
attribution: "Microsoft GraphRAG — Claudary (https://claudary.paisolsolutions.com/skills/graphrag)"
---

# Microsoft GraphRAG
GraphRAG is a data pipeline and transformation suite that extracts meaningful, structured data from unstructured text using the power of LLMs. It uses a graph-based approach to RAG (Retrieval-Augmented Generation) that leverages knowledge graphs to improve reasoning over private datasets.

## Overview

# Microsoft GraphRAG

GraphRAG is a data pipeline and transformation suite that extracts meaningful, structured data from unstructured text using the power of LLMs. It uses a graph-based approach to RAG (Retrieval-Augmented Generation) that leverages knowledge graphs to improve reasoning over private datasets.

- [Github](https://github.com/microsoft/graphrag)
- [Docs](https://microsoft.github.io/graphrag/)
- [Paper](https://arxiv.org/pdf/2404.16130)

---

Source: [Claudary](https://claudary.paisolsolutions.com/skills/graphrag) · https://claudary.paisolsolutions.com