DAG 不是 Agent 编排的答案,它是 Agent 最简单的特例。无环图天生不能循环、反思、重试、恢复。LangGraph 的 StateGraph + Pregel 引擎 = Agent 的操作系统内核:调度、持久化、恢复三个原语 DAG 一个都没有。 1.为什么你的 Agent 跑着跑着就卡住了? 去年我在一个项目里写了这样一个 Agent:让它调研一个 GitHub 仓库,读 READM ...
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A Lightweight and User-Friendly EoH Framework for LLM-driven Automated Algorithm/Heuristic Design Heuristics are indispensable for tackling complex search and optimization problems. However, manual ...
SINGAPORE – Anthropic, the San Francisco-based research firm behind the popular artificial intelligence tool Claude, is looking to set up a presence in Singapore. On June 4, the careers page on its ...