ReAct: Synergizing Reasoning and Acting in Language Models
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
- Advanced
- 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
- Prerequisites
- Requires implementation experience or critical reading of technical methods and system trade-offs.
- Subcategory
- agent design patterns
- Region
- West
- Original language
- en
- Access
- free
- Resource reuse
- open: Source states by/4.0. Applies to the linked resource, not every referenced model or dataset. Facet definitions
Summary in our own words. Rights remain with the original creator. Credit and correction policy.