论文研究 arXiv cs.AI Tue, 21 Jul 2026 正文 thin 4 words

Accurate and Efficient Long-Term Memory for LLM Agents

英文标题:Accurate and Efficient Long-Term Memory for LLM Agents

arXiv:2607.16211v1 Announce Type: new Abstract: LLM agents augmented with persistent memory can recall past interactions, but existing systems suffer from two limitations: flat, unstructured storage loses relational context needed for multi-hop and temporal reasoning, and reliance on expensive LLM-
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arXiv:2607.16211v1 Announce Type: new Abstract: LLM agents augmented with persistent memory can recall past interactions, but existing systems suffer from two limitations: flat, unstructured storage loses relational context needed for multi-hop and temporal reasoning, and reliance on expensive LLM-

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