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[Feature][GraphRAG] Enhance GraphRAG by lightweight graph community summary #1803

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fanzhidongyzby opened this issue Aug 9, 2024 · 0 comments · Fixed by #1801
Closed
2 tasks done

[Feature][GraphRAG] Enhance GraphRAG by lightweight graph community summary #1803

fanzhidongyzby opened this issue Aug 9, 2024 · 0 comments · Fixed by #1801
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enhancement New feature or request Waiting for reply

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@fanzhidongyzby
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Search before asking

  • I had searched in the issues and found no similar feature requirement.

Description

Add graph community summary capability to GraphRAG framework, and achieve knowledge extraction, community summary and knowledge recall at lower cost.

Use case

Key Updates:

  1. More efficient knowledge extraction capabilities and knowledge graph structure enhancement.
  2. Add graph community summaries, support efficient community construction and recall, and reserve scalability of community discovery algorithm.
  3. Implementation of global / local search, and be compatible with GraphRAG framework query by intent recognition.

Related issues

Previous Issues:

Feature Priority

High

Are you willing to submit PR?

  • Yes I am willing to submit a PR!
@fanzhidongyzby fanzhidongyzby changed the title [Feature][ChatKnowledge] Enhance GraphRAG by lightweight graph community summary [Feature][GraphRAG] Enhance GraphRAG by lightweight graph community summary Aug 12, 2024
@eosphoros-ai eosphoros-ai locked as resolved and limited conversation to collaborators Aug 23, 2024
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Labels
enhancement New feature or request Waiting for reply
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