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
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004eb36c16b042ba2d8be0cca39b739c0c8ca6c1 by sudu <teric@outlook.com>:
Update tools.yaml
When search hotels with some LLM, the date format shows as bellow
```
**Check-in Date:** April 23, 2024
```
So i update the SQL in tools.yaml to be compatible with following instruction:
```sql
update checkin date to 'April 24,2024' and checkout date to 'April 26,2024' of Best Western Bern
```
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1300688ee1407212658d57712c1ad6ee61b052fe by qidu <qidu@outlook.com>:
Fix the tools of `ToolboxToolset` initialization bugs for
`samples/toolbox_agent`
COPYBARA_INTEGRATE_REVIEW=https://github.com/google/adk-python/pull/794 from qidu:main 5b3199da564efdd07915e24e75659055a17dad82
PiperOrigin-RevId: 762259287