ReAct: Synergizing Reasoning and Acting in Language Models
Shunyu Yao, Jeffrey Zhao, Dian Yu, Ida Muneer, Izhak Shafran, Jason Wei, Luke Zettlemoyer, and others
Interleaved reasoning traces and actions: the canonical formulation of agents that think and act in a loop, outperforming pure chain-of-thought and pure action baselines on knowledge and reasoning tasks.
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