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Merge https://github.com/google/adk-python/pull/1195 ## Summary Updated the Toolbox Agent documentation to address a critical missing dependency that prevents the agent from running successfully. ## Changes Made - **Added missing dependency**: Documented that `toolbox-core` must be installed via `pip install toolbox-core` - **Improved documentation structure**: Added clear section numbering and better organization - **Enhanced readability**: Fixed grammar, capitalization, and formatting throughout - **Added Prerequisites section**: Set clear expectations before installation begins - **Clarified optional steps**: Made it clearer when database creation can be skipped ## Problem Solved The original documentation was missing a crucial step - installing the `toolbox-core` package. Without this dependency, users encounter an `ImportError: No module named 'toolbox-core'` when trying to use the `ToolboxToolset` class in ADK. This fix ensures users can successfully set up and run the agent without encountering import errors. ## Testing - Verified the installation steps work correctly with the added dependency - Confirmed the agent runs successfully after following the updated documentation COPYBARA_INTEGRATE_REVIEW=https://github.com/google/adk-python/pull/1195 from designcomputer:patch-1 b90c71fe95aa09a3dca069e91f14791f557ab2e3 PiperOrigin-RevId: 785487495