Unverified50% confidenceFactExact time
分层流程在底层实现了类似 ReAct（Reasoning + Acting）的推理循环，管理者 Agent 持续观察子 Agent 结果并动态决定任务分配
1
Sources
50%
Confidence
Long-term
Relevance
7/7/2026
First Seen
Sources
CrewAI + FastAPI 实战：搭建多Agent协作应用
bilibili李宏毅agent7/6/2026
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