ReAct: Synergizing Reasoning and Acting in Language Models

Shunyu Yao, Jeffrey Zhao, Dian Yu, Nan Du, Izhak Shafran, Karthik Narasimhan, Yuan Cao · ICLR 2023 · 2023

arXiv Code

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To read

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agents

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P2 · NeurIPS 2027

What they did

Prompts language models to interleave reasoning traces with actions, such as querying an external source, so that reasoning guides the actions and the observations update the reasoning.

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Code

Repository

ysymyth/ReAct

Framework

—

Licence

MIT

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Not tried

BibTeX

@inproceedings{yao2023-react,
  title = {{ReAct: Synergizing Reasoning and Acting in Language Models}},
  author = {Shunyu Yao and Jeffrey Zhao and Dian Yu and Nan Du and Izhak Shafran and Karthik Narasimhan and Yuan Cao},
  booktitle = {ICLR 2023},
  year = {2023},
  eprint = {2210.03629},
  archivePrefix = {arXiv}
}