Plugin Based Tool Integration With Auto Selection

via “plugin-based tool integration with auto-selection”

[COLM 2024] OpenAgents: An Open Platform for Language Agents in the Wild

Unique: Uses LLM-driven semantic matching to automatically select from 200+ plugins based on query intent, with a shared plugin registry and schema-based parameter binding, rather than requiring explicit tool declarations or manual routing logic per query

vs others: Broader plugin coverage than OpenAI's built-in tools (200+ vs ~50) and more flexible than hardcoded integrations, but requires more careful prompt engineering to avoid hallucination compared to explicit tool selection patterns