Why it matters

ReAct is foundational agent pattern. Understanding shapes agent design.

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The architecture

Prompt scaffolds thought/action/observation.

Parser extracts actions.

Execute + feed observation.

Continue until final answer.

ReAct loop deepThoughtreasoning stepActiontool callObservationtool resultYao et al. 2022; combines CoT reasoning with tool use elegantly
ReAct deep.
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How it works end to end

Step cap for safety.

Parser robust to variations.

Structured output helps.

Combines with memory + reflection.