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A Framework for Dynamic Memory Management and Personalized Agent Decision-Making in Retrieval- Augmented Generation

2026-08-26

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<title>Abstract</title> <p>This paper proposes DMAP-RAG, a framework that integrates Dynamic Memory Management and Personalized Agent Decision-Making into Retrieval-Augmented Generation (RAG) to address challenges in memory retention and personalized adaptation within multi-turn dialogues. The framework includes a tree-structured dual-storage memory architecture, a user profile module for incremental attribute ex...

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Literature Corpus work: 428f2441-4aae-5fc9-b0ae-1936b9df3fbb
DOI: 10.21203/rs.3.rs-10522439/v1

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