ResearcharXiv cs.AI

Self-GC: Self-Governing Context for Long-Horizon LLM Agents

#llm#context management#artificial intelligence#self-governing#tool efficiency

English

The paper presents Self-GC, a self-governing context system for long-horizon LLM agents, which manages the lifecycle of context objects to improve efficiency. It significantly reduces the number of prefix tokens while maintaining high no-impact rates on future continuations compared to traditional heuristic methods.

中文

本文提出了Self-GC，一个自我管理的上下文系统，用于长时间跨度的LLM代理，该系统管理上下文对象的生命周期以提高效率。与传统启发式方法相比，它显著减少了前缀令牌的数量，同时保持了对未来延续的高无影响率。