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README.md
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# GraphRAG
👉 [Use the GraphRAG Accelerator solution](https://github.com/Azure-Samples/graphrag-accelerator)
👉 [Microsoft Research Blog Post](https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/)
👉 [Read the docs](https://microsoft.github.io/graphrag)
👉 [Use the GraphRAG Accelerator solution](https://github.com/Azure-Samples/graphrag-accelerator) <br/>
👉 [Microsoft Research Blog Post](https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/)<br/>
👉 [Read the docs](https://microsoft.github.io/graphrag)<br/>
👉 [GraphRAG Publication](https://arxiv.org/pdf/2404.16130)
<div align="left">
<a href="https://pypi.org/project/graphrag/">
<img alt="PyPI - Version" src="https://img.shields.io/pypi/v/graphrag">
</a>
<a href="https://pypi.org/project/graphrag/">
<img alt="PyPI - Downloads" src="https://img.shields.io/pypi/dm/graphrag">
</a>
<a href="https://github.com/microsoft/graphrag/issues">
<img alt="GitHub Issues" src="https://img.shields.io/github/issues/microsoft/graphrag">
</a>
<a href="https://github.com/microsoft/graphrag/discussions">
<img alt="GitHub Discussions" src="https://img.shields.io/github/discussions/microsoft/graphrag">
</a>
</div>
## Overview

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👉 [Microsoft Research Blog Post](https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/) <br/>
👉 [GraphRAG Accelerator](https://github.com/Azure-Samples/graphrag-accelerator) <br/>
👉 [GitHub Repository](https://github.com/microsoft/graphrag)
👉 [GitHub Repository](https://github.com/microsoft/graphrag)<br/>
👉 [GraphRAG Publication](https://arxiv.org/pdf/2404.16130)
<p align="center">
<img src="img/GraphRag-Figure1.jpg" alt="Figure 1: LLM-generated knowledge graph built from a private dataset using GPT-4 Turbo." width="450" align="center" />