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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Qingyang Xu

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Book Open access Jul 2026

Efficient Memory Alignment for Long-term Conversational Information Seeking

REMAP is proposed, a reflection-guided memory editing approach for online alignment of persona facts that selectively writes and revises memory entries based on the current dialogue evidence and retrieved related items, enabling more efficient context utilization over extended interaction horizons.

Qingyang Xu, Xiao Liu, Zhou Fang et al. · 0 citations

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