Think-Augmented Function Calling: Improving LLM Parameter Accuracy Through Embedded Reasoning

Lei Wei, Xiao Peng, Jinpeng Ou +1

Large language models (LLMs) have demonstrated remarkable capabilities in function calling for autonomous agents, yet current mechanisms lack explicit reasoning transparency during…