---
title: "Microsoft GraphRAG"
url: "/docs/projects/GraphRAG"
canonical_url: "https://docs.litellm.ai/docs/projects/GraphRAG"
type: "docs"
last_updated: "2026-10-09"
summary: "GraphRAG is a data pipeline and transformation suite that extracts meaningful, structured data from unstructured text using LLMs. It uses a graph-based approach to RAG (Retrieval-Augmented Generation) that uses knowledge graphs to improve..."
related:
  - "/docs/projects/CompatCanary"
  - "/docs/projects/Docq.AI"
---
# Microsoft GraphRAG

> Index of all LiteLLM docs: https://docs.litellm.ai/llms.txt


GraphRAG is a data pipeline and transformation suite that extracts meaningful, structured data from unstructured text using LLMs. It uses a graph-based approach to RAG (Retrieval-Augmented Generation) that uses 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)

## Related pages

- [CompatCanary](https://docs.litellm.ai/docs/projects/CompatCanary.md)
- [Docq.AI](https://docs.litellm.ai/docs/projects/Docq.AI.md)