Close the Loop: Synthesizing Infinite Tool-Use Data via Multi-Agent Role-Playing

Yuwen Li, Wei Zhang, Zelong Huang +8

Enabling Large Language Models (LLMs) to reliably invoke external tools remains a critical bottleneck for autonomous agents. Existing approaches suffer from three fundamental chall…