Zhang Jinshuai

Toolscaler: Scalable Generative Tool Calling via Structure-Aware Semantic Tokenization

Enhancing large language models (LLMs) with external tools has become a promising approach for solving complex tasks. As the number of available tools grows, context-based prompting methods increasingly rely on retrieval mechanisms. A common solution is to represent each tool with a unique token and