Verified65% confidenceSolutionExact time
ReAct combines reasoning and action, allowing the model to alternately generate natural language reasoning steps and concrete actions within a trajectory, making errors traceable and correctable.
3
Sources
65%
Confidence
Long-term
Relevance
7/17/2026
First Seen
Sources
Related Claims
VerifiedThe ReAct (Reasoning + Acting) framework enables models to alternately perform reasoning and action.85% similarUnverifiedReAct establishes an alternating execution protocol between reasoning traces and actions, writing observations returned by tools into the context before the next round of reasoning, laying the theoretical foundation for mainstream agent frameworks such as LangChain, AutoGPT, and Claude tool calling.85% similarUnverifiedReAct enables the model to dynamically revise its reasoning path based on tool return results by alternately generating three types of tokens: Thought, Action, and Observation.84% similarUnverifiedReAct的关键突破在于将推理与行动统一在同一个Token序列中，使模型可以在工具调用之间进行在线推理修正83% similar
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