评分 6 · 来源：cs.CL updates on arXiv.org · 发布于 2026-04-20
评分依据：FS-Researcher: 基于文件系统的深度研究agent，突破上下文窗口限制
要点
arXiv:2602.01566v2 Announce Type: replace Abstract: Deep research is emerging as a representative long-horizon task for large language model (LLM) agents. However, long trajectories in deep research often exceed model context limits, compressing token budgets for both evidence collection and report writing, and preventing effective test-time scaling. We introduce FS-Researcher, a file-system-based, dual-agent framework that scales deep research beyond the context window via a persistent workspace. Specifically, a Context Builder agent acts as a librarian which browses the internet, writes stru…
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