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1. DEEP-PolyU/Awesome-GraphRAG DEEP-PolyU/Awesome-GraphRAG Public

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

   2.6k 225

2. DEEP-PolyU/LinearRAG DEEP-PolyU/LinearRAG Public

   [ICLR 2026] LinearRAG: Linear Graph Retrieval Augmented Generation on Large-scale Corpora

   Python 526 61

3. GraphRAG-Bench/GraphRAG-Benchmark GraphRAG-Bench/GraphRAG-Benchmark Public

   The official repo of GraphRAG-Bench for evaluating GraphRAG models. "When to use Graphs in RAG: A Comprehensive Analysis for Graph Retrieval-Augmented Generation". (ICLR'26)

   Python 465 55

4. DEEP-PolyU/Awesome-GraphMemory DEEP-PolyU/Awesome-GraphMemory Public

   A survey of Graph-based Agent Memory | A curated list of resources (surveys, papers, benchmarks, and opensource projects) on graph-based agent memory.

   325 22

5. XMUDeepLIT/Awesome-Self-Evolving-Agents XMUDeepLIT/Awesome-Self-Evolving-Agents Public

   A Survey of Self-Evolving Agents | A curated list of resources (surveys, papers, benchmarks, and opensource projects) on Self-Evolving Agents.

   356 21

6. XMUDeepLIT/MemGraphRAG XMUDeepLIT/MemGraphRAG Public

   [KDD 2026] MemGraphRAG: Memory-based Multi-Agent System for Graph Retrieval-Augmented Generation

   Python 121 23