Unverified50% confidenceFactExact time
思考层的主流实现方案包括ReAct框架、Chain-of-Thought提示链以及Tree of Thoughts等方法
1
Sources
50%
Confidence
Long-term
Relevance
7/15/2026
First Seen
Sources
Related Claims
VerifiedReAct核心思想是将语言模型的思考与行动交织在一起，形成思考→行动→观察的循环迭代，与Chain-of-Thought纯思考链不同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% similarPartially VerifiedChain of Thought衍生出Tree of Thought（ToT）、Graph of Thought（GoT）等变体，允许模型探索多条推理路径并回溯78% similarVerifiedReAct融合了链式思考（Chain-of-Thought）和直接工具调用两条研究路线，形成「思考→行动→观察」的迭代循环77% similarVerifiedThe ReAct framework's core idea is to have language models alternate between reasoning (generating chains of thought) and acting (calling external tools)77% similar
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