TRAD: Enhancing LLM Agents with Step-Wise Thought Retrieval and Aligned Decision

1 code implementation • 10 Mar 2024 • Ruiwen Zhou, Yingxuan Yang, Muning Wen, Ying Wen, Wenhao Wang, Chunling Xi, Guoqiang Xu, Yong Yu, Weinan Zhang

Among these works, many of them utilize in-context examples to achieve generalization without the need for fine-tuning, while few of them have considered the problem of how to select and effectively utilize these examples.

Language Modelling Large Language Model +1