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MemGraphRAG
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MemGraphRAG

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

by XMUDeepLIT · GitHub
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agent-memorygraph-constructiongraphragMITPython
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Retrieve and generate information using a memory-based system that connects facts and schemas for better accuracy.

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2026-07-202026-08-31
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[KDD 2026] MemGraphRAG: Memory-based Multi-Agent System for Graph Retrieval-Augmented Generation

MemGraphRAG has 206 stars on GitHub. It has been forked 39 times. MemGraphRAG is written mainly in Python. It has been in active development since 2026. MemGraphRAG is available under the MIT license. Its main topics are agent-memory, graph-construction, graphrag, multi-agent.

Frequently asked questions

What is MemGraphRAG?

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

Is MemGraphRAG open source?

MemGraphRAG is an open-source project. It is released under the MIT license.

Is MemGraphRAG free?

Yes. MemGraphRAG is free and open source — you can use, modify and self-host it.

What license does MemGraphRAG use?

MemGraphRAG is available under the MIT license.

What language is MemGraphRAG written in?

MemGraphRAG is written mainly in Python.

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