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tools/ToolSearchTool/

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Tutorial: ToolSearchTool

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.

flowchart TD A0["Deferred Tool Filtering"] A1["Keyword Search & Scoring"] A2["Direct Selection Mode"] A3["Dynamic Prompt Generation"] A4["Result Mapping (Tool Reference)"] A0 -->|"Supplies candidate tools"| A1 A0 -->|"Supplies candidate tools"| A2 A3 -->|"Defines query syntax"| A1 A3 -->|"Defines selection syntax"| A2 A1 -->|"Outputs matches to"| A4 A2 -->|"Outputs matches to"| A4

Chapters

  1. Deferred Tool Filtering
  2. Dynamic Prompt Generation
  3. Keyword Search & Scoring
  4. Direct Selection Mode
  5. Result Mapping (Tool Reference)

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