HTAA: Enhancing LLM Planning via Hybrid Toolset Agentization & Adaptation

Chengrui Huang, Junshuo Zhang, Zhiyuan Ma +7

Enabling large language models to scale and reliably use hundreds of tools is critical for real-world applications, yet challenging due to the inefficiency and error accumulation i…