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Awesome-GraphRAG: A curated list of resources (surveys, papers, benchmarks, and opensource projects) on graph-based retrieval-augmented generation.

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GitHub Stars
132
Curated Resources
3
Categories
4 hours ago
Last Refreshed
Knowledge OrganizationKnowledge RetrievalKnowledge Integration

Use this list with your AI agent

Add the Context Awesome MCP server to Claude, Cursor, or any MCP client, then ask:

"Show me in-context learning resources from awesome-graphrag"

Installation instructions →

What's inside

Knowledge Integration

Knowledge Organization

  • PaperGraphs as Knowledge Carrier

  • [Paper]Graphs for Knowledge Indexing

  • [Paper]Graphs for Knowledge Indexing

  • [Paper]Graphs for Knowledge Indexing

  • [Paper]Graphs for Knowledge Indexing

  • [Paper]Graphs for Knowledge Indexing

Knowledge Retrieval

  • [Paper]GNN-based Retriever

  • [Paper]Semantics Similarity-based Retriever

  • [Paper]Semantics Similarity-based Retriever

  • [Paper]Logical Reasoning-based Retriever

  • [Paper]Logical Reasoning-based Retriever

  • [Paper]LLM-based Retriever

Showing a sample of 132 resources. View the full list on GitHub →