Unified Tool Integration for LLMs: A Protocol-Agnostic Approach to Function Calling

Peng Ding, Rick Stevens

The proliferation of tool-augmented Large Language Models (LLMs) has created a fragmented ecosystem where developers must navigate multiple protocols, manual schema definitions, an…