Research paper arXiv

From Local to Global: A Graph RAG Approach to Query-Focused Summarization

The GraphRAG paper on graph-based retrieval for broad, query-focused summaries.

arXiv24 April 2024Public source

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  • Retrieval
  • Evaluation
  • Knowledge graphs

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The GraphRAG paper on graph-based retrieval for broad, query-focused summaries.

Cite the original work

Darren Edge & Ha Trinh & Newman Cheng & Joshua Bradley & Alex Chao & Apurva Mody & Steven Truitt & Jonathan Larson (24 April 2024). From Local to Global: A Graph RAG Approach to Query-Focused Summarization [Research paper]. arXiv. https://arxiv.org/abs/2404.16130v1

View BibTeX
@misc{from_local_to_global_a_graph_rag_approach_to_query_focused_summarization,
  author = {Darren Edge and Ha Trinh and Newman Cheng and Joshua Bradley and Alex Chao and Apurva Mody and Steven Truitt and Jonathan Larson},
  title = {{From Local to Global: A Graph RAG Approach to Query-Focused Summarization}},
  howpublished = {arXiv},
  url = {https://arxiv.org/abs/2404.16130v1},
  year = {2024}
}
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