Please include:
- A summary of the changes and the related issue
- Relevant motivation and context
- Any dependencies or environment changes required
- If this modifies AI/ML components, include model performance metrics
Fixes # (issue)
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
- 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
Include any deployment notes, performance implications, or other relevant information: