RecMem: Recurrence-based Memory Consolidation for Efficient and Effective Long-Running LLM Agents
arXiv:2605.16045v1 Announce Type: new
Abstract: Memory systems often organize user-agent interactions as retrievable external memory and are crucial for long-running agents by overcoming the limited context windows of LLMs. However, existing memory sy…