Unverified50% confidenceFactExact time
ReAct相较于纯粹的链式思考（Chain-of-Thought），引入了与外部环境的真实交互，使模型能够根据实际执行结果动态调整策略
1
Sources
50%
Confidence
Long-term
Relevance
7/23/2026
First Seen
Sources
Related Claims
VerifiedReAct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83% 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80% similarVerifiedReAct（Reasoning + Acting）框架让模型能够交替进行推理和行动78% similarUnverifiedChain-of-Thought prompting only reasons internally within the model, while ReAct interweaves reasoning with external environment interaction, forming a closed-loop feedback system.77% similarUnverifiedBy introducing external feedback, ReAct allows models to think while doing and adjust while thinking, effectively mitigating the drift problem of pure reasoning.77% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/599182API
curl https://kongchang.com/api/v1/knowledge/claims/599182MCP
get_claim(id=599182)