Agents and harnesses

ReAct: Synergizing Reasoning and Acting in Language Models

by Shunyu Yao et al.

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Research on combining reasoning with environment actions, a useful reference for agent-loop design.

The paper investigates alternating model reasoning with actions in an environment. It provides research context for agent loops; reproducing results requires implementing and evaluating the surrounding system.

Level

Expert

Models

any

Category

Agents and harnesses

Tags

research, design-patterns

Source date

2022-10-06

Added

2026-10-18

Last verified

2026-10-18

Status

ok

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