Structural Planning for LLM Agents
Guancheng Zeng, Xueyi Chen, Jiawang Hu, et al.
Routine is a structured multi-step agent planning framework that significantly improves tool-calling accuracy in enterprise scenarios, boosting GPT-4o from 41.1% to 96.3% and enabling smaller models to approach that performance via fine-tuning.