AIBullisharXiv – CS AI · 6h ago6/10
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Membox: Weaving Topic Continuity into Long-Range Memory for LLM Agents
Researchers introduce Membox, a hierarchical memory architecture for LLM agents that organizes dialogue history by topic continuity rather than semantic proximity. The system uses Topic Loom to group related turns and Trace Weaver to link events across sessions, achieving 13-19 percentage point F1 improvements over existing memory systems like Mem0 and A-MEM.
🧠 GPT-4