AIBullisharXiv – CS AI · 6h ago7/10
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Beyond Static Endpoints: Tool Programs as an Interface for Flexible Agentic Web Services
ToolPro introduces executable tool programs that enable LLM-based agents to interact with web services more efficiently than traditional static endpoints. By encoding multi-step workflows with explicit effect types and constraint-guided construction, ToolPro reduces latency by up to 53.4% and traffic by up to 96.1%, addressing a critical gap in agentic AI infrastructure.