Membox: Weaving Topic Continuity into Long-Range Memory for LLM Agents

Dehao Tao, Guoliang Ma, Yongfeng Huang +1

Long-term human-agent dialogues are organized by topic continuity: adjacent turns often develop the same goal, plan, problem, or event, while related activities may recur across di…