MemForest: An Efficient Agent Memory System with Hierarchical Temporal Indexing 事件

MemForest: An Efficient Agent Memory System with Hierarchical Temporal Indexing arXiv:2605.23986v1 Announce Type: cross Abstract: Memory is a fundamental component for enabling long-context LLM agents, supporting persistent state across interactions through a continuous serve-and-update lifecycle. Despite substantial prior work, existing systems suffer from significant maintenance overhead due to two key limitations: coarse-grained state management and inherently sequential update pipelines. In