The ToolSearchTool functions as a dynamic catalog for AI agents, managing a large library of tools by keeping most "hidden" (deferred) to save context window space. It provides agents with a Keyword Search algorithm and a fast Direct Selection Mode to discover and retrieve specific tool definitions on demand. The system uses Dynamic Prompt Generation to teach the AI how to query the library and Result Mapping to format the found tools so they can be immediately executed.
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