Unverified60% confidenceFactExact time
ReAct框架将自然语言推理与外部工具调用统一在同一序列生成过程中，以纯自回归方式完成复杂多步骤任务
2
Sources
60%
Confidence
Long-term
Relevance
7/15/2026
First Seen
Sources
Related Claims
UnverifiedReAct模式将语言模型的推理（Chain-of-Thought）与外部工具的行动调用交织在同一循环中84% similarUnverifiedReAct将推理与行动结合，让模型在轨迹中交替生成自然语言推理步骤和具体行动，使错误可被追踪和纠正81% similarVerifiedReAct框架使模型能够在推理的同时与外部环境交互，先推理要做什么，再调用外部工具行动，最后观察工具返回结果，循环迭代直到任务完成79% similarVerifiedThe ReAct framework's core idea is to have language models alternate between reasoning (generating chains of thought) and acting (calling external tools)78% similarUnverifiedReAct在推理轨迹和行动之间建立交替执行协议，将工具返回的观察结果写入上下文再进行下一轮推理，为LangChain、AutoGPT、Claude工具调用等主流智能体框架奠定理论基础78% similar
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