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Title: GitHub - XMUDeepLIT/MemGraphRAG: [KDD 2026] MemGraphRAG: Memory-based Multi-Agent System for Graph Retrieval-Augmented Generation · GitHub

Open Graph Title: GitHub - XMUDeepLIT/MemGraphRAG: [KDD 2026] MemGraphRAG: Memory-based Multi-Agent System for Graph Retrieval-Augmented Generation

X Title: GitHub - XMUDeepLIT/MemGraphRAG: [KDD 2026] MemGraphRAG: Memory-based Multi-Agent System for Graph Retrieval-Augmented Generation

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

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

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

Opengraph URL: https://github.com/XMUDeepLIT/MemGraphRAG

X: @github

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15 Commits	https://github.com/XMUDeepLIT/MemGraphRAG/commits/main/
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dataset	https://github.com/XMUDeepLIT/MemGraphRAG/tree/main/dataset
LICENSE	https://github.com/XMUDeepLIT/MemGraphRAG/blob/main/LICENSE
LICENSE	https://github.com/XMUDeepLIT/MemGraphRAG/blob/main/LICENSE
README.md	https://github.com/XMUDeepLIT/MemGraphRAG/blob/main/README.md
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	https://github.com/XMUDeepLIT/MemGraphRAG#memgraphrag-memory-based-multi-agent-system-for-graph-retrieval-augmented-generation
	https://arxiv.org/abs/2606.00610
	https://github.com/XMUDeepLIT/MemGraphRAG
	https://github.com/XMUDeepLIT/MemGraphRAG/blob/main/LICENSE
	https://github.com/XMUDeepLIT/MemGraphRAG#-news
MemGraphRAG	https://github.com/XMUDeepLIT/MemGraphRAG
ProbeRAG	https://github.com/LinfengGao/ProbeRAG.git
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LegalGraphRAG	https://github.com/XMUDeepLIT/LegalGraphRAG.git
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LinearRAG	https://github.com/DEEP-PolyU/LinearRAG
GraphRAG Benchmark	https://github.com/GraphRAG-Bench/GraphRAG-Benchmark
LogicRAG	https://github.com/chensyCN/LogicRAG.git
LinearRAG	https://github.com/DEEP-PolyU/LinearRAG
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GraphRAG Benchmark dataset	https://huggingface.co/datasets/GraphRAG-Bench/GraphRAG-Bench
GraphRAG survey	https://github.com/DEEP-PolyU/Awesome-GraphRAG
cite our paper	https://github.com/XMUDeepLIT/MemGraphRAG#-citation
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	https://github.com/XMUDeepLIT/MemGraphRAG#key-features
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	https://github.com/XMUDeepLIT/MemGraphRAG#2-configure-models-and-credentials
	https://github.com/XMUDeepLIT/MemGraphRAG#3-run-indexing
	https://github.com/XMUDeepLIT/MemGraphRAG#4-run-retrieval-and-question-answering
	https://github.com/XMUDeepLIT/MemGraphRAG#-dataset-format
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HippoRAG	https://github.com/OSU-NLP-Group/HippoRAG
	https://github.com/XMUDeepLIT/MemGraphRAG#-citation
arXiv	https://arxiv.org/abs/2606.00610
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MIT License	https://github.com/XMUDeepLIT/MemGraphRAG/blob/main/LICENSE
arxiv.org/pdf/2606.00610	https://arxiv.org/pdf/2606.00610
ontology	https://github.com/topics/ontology
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MIT license	https://github.com/XMUDeepLIT/MemGraphRAG#MIT-1-ov-file
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initial version Latest Jun 2, 2026	https://github.com/XMUDeepLIT/MemGraphRAG/releases/tag/v0.0
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Python 98.9%	https://github.com/XMUDeepLIT/MemGraphRAG/search?l=python
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