---
title: "Microsoft GraphRAG"
url: "/docs/projects/GraphRAG"
canonical_url: "https://docs.litellm.ai/docs/projects/GraphRAG"
type: "docs"
last_updated: "2026-10-08"
related:
  - "/docs/projects/CompatCanary"
  - "/docs/projects/Docq.AI"
---
# Microsoft GraphRAG

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


GraphRAG 是一套資料管線與轉換套件，會使用 LLM 從非結構化文字中擷取有意義的結構化資料。它採用以圖為基礎的 RAG（檢索增強生成）方法，運用知識圖譜來提升對私有資料集的推理能力。

- [Github](https://github.com/microsoft/graphrag)
- [文件](https://microsoft.github.io/graphrag/)
- [論文](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)