GRETEL: A Goal-driven Retrieval and Execution-based Trial Framework for LLM Tool Selection Enhancing

GRETEL introduces a paradigm shift in LLM tool selection by replacing semantic similarity with execution-based validation in sandboxed environments. This res...

Level: advanced

By Zongze Wu, Yani Guo, Churong Liang, Runnan Li

Category: research