Beyond Memory Construction: Rethinking Memory Access for LLM-based Conversational Agents
Memory is a core component of conversational agents, enabling coherent and context-aware behavior over long interactions. Recent approaches commonly rely on LLM-based memory construction, where raw interactions are rewritten into structured memory units and later retrieved via a RAG pipeline. While effective in control...
Dong-Hua Cai, Yong-Heng Deng, Yi-Fei Wang et al.
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