MemoryGraphRAG (Outperforms Every RAG)

Building a Self-Adjudicating Memory Network for RAG. MemGraphRAG: Giving LLMs a Collaborative, Three-Layer Long-Term Memory. All rights w/ authors: MemGraphRAG: Memory-based Multi-Agent System for Graph Retrieval-Augmented Generation Chuanjie Wu∗ wuchuanjie@stu.xmu.edu.cn Xiamen University1, 2 Xiamen, China Zhishang Xiang∗ xiangzhishang@stu.xmu.edu.cn Xiamen University2, 3 Xiamen, China Yunbo Tang tangyunbo@stu.xmu.edu.cn Xiamen University1 Xiamen, China Zerui Chen chenzerui1@stu.xmu.edu.cn Xiamen University1 Xiamen, China Qinggang Zhang† qinggangzhang@jlu.edu.cn Jilin University Changchun, China Jinsong Su† jssu@xmu.edu.cn Xiamen University1, 2, 3 Xiamen, China #airesearch #aiexplained #retrievalaugmentedgeneration