## Description

**Please include:**

- **Summary of changes**: Clearly describe the key changes in this PR and their purpose.
- **Related issues**: Mention if this PR fixes or is connected to any issues (e.g., "Fixes #123" or "Relates to #456").
- **Motivation and context**: Explain the reason for the changes and the problem they solve.
- **Environment or dependencies**: Specify any changes in dependencies or environment configurations required for this update.
- **Impact on AI/ML components**: (If applicable) Describe changes to AI/ML models and include performance metrics (e.g., accuracy, F1-score).

Fixes # (issue)

## Type of change

Please check the options that are relevant:

- [ ] Bug fix (non-breaking change which fixes an issue)
- [ ] New feature (non-breaking change which adds functionality)
- [ ] Breaking change (fix or feature that would cause existing functionality to not work as expected)
- [ ] Model update
- [ ] Infrastructure change

## Checklist

- [ ] My code follows Phidata's style guidelines and best practices
- [ ] I have performed a self-review of my code
- [ ] I have added docstrings and comments for complex logic
- [ ] My changes generate no new warnings or errors
- [ ] I have added cookbook examples for my new addition (if needed)
- [ ] I have updated requirements.txt/pyproject.toml (if needed)
- [ ] I have verified my changes in a clean environment

## Additional Notes

Include any deployment notes, performance implications, or other relevant information: