Unverified60% confidenceFactExact time
The mainstream implementation approaches for the thinking layer include the ReAct framework, Chain-of-Thought prompt chaining, and Tree of Thoughts methods.
2
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60%
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Long-term
Relevance
7/15/2026
First Seen
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Related Claims
VerifiedThe core idea of ReAct is to interweave the language model's thinking and actions, forming an iterative loop of Think → Act → Observe, which differs from the pure reasoning chain of Chain-of-Thought.82% similarUnverified思维链、少样本示例、自洽性采样、思维树等方法共同构成了提示词工程的方法论体系79% similarVerifiedReAct fuses the Chain-of-Thought and direct tool-calling research lines, forming an iterative loop of "Think → Act → Observe."77% similarUnverified任务规划（Planning）主流方案包括 ReAct（推理-行动交替）、Tree of Thoughts（思维树）和基于 LLM 的动态计划生成76% similar
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