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GraphRAG: Combining Knowledge Graphs with RAG for Enhanced Question Answering

GraphRAG: Combining Knowledge Graphs with RAG for Enhanced Question Answering

Angelina Yang's avatar
Mehdi Allahyari's avatar
Angelina Yang
and
Mehdi Allahyari
Jul 11, 2024
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The MLnotes Newsletter
The MLnotes Newsletter
GraphRAG: Combining Knowledge Graphs with RAG for Enhanced Question Answering
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Microsoft recently released their GraphRAG Github, a new approach that combines knowledge graphs with Retrieval-Augmented Generation (RAG) for more effective question answering. While the concept of integrating knowledge graphs with RAG isn't entirely new, GraphRAG offers some interesting capabilities and trade-offs worth exploring.

How GraphRAG Works

At …

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