ReAct: Synergizing Reasoning and Acting in Language Models
Yao, Zhao, Yu, Du, Shafran, Narasimhan, Cao
2022 ICLR 2023
TL;DR
Interleave reasoning traces ("Thought") with tool calls ("Action") and their results ("Observation") in a single prompt loop. The template every agent framework still uses.