## Description

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## Type of Change

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- [ ] 🐛 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)
- [ ] 📝 Documentation update
- [ ] ♻️ Code refactoring (no functional changes)
- [ ] ⚡ Performance improvement
- [ ] ✅ Test addition or update
- [ ] 🔧 Configuration change
- [ ] 🔒 Security improvement

## Related Issues

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Fixes #

## Changes Made

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- 
- 
- 

## Testing

<!-- Describe the tests you ran to verify your changes -->

- [ ] Existing tests pass (`pytest`)
- [ ] Added new tests for new functionality
- [ ] Manually tested the changes
- [ ] Tested with multiple Python versions (if applicable)

### Test Details

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```
# Example test output or commands used
```

## Checklist

<!-- Check all that apply before submitting -->

- [ ] My code follows the project's code style (black, flake8)
- [ ] I have commented my code, particularly in hard-to-understand areas
- [ ] I have updated the documentation accordingly
- [ ] I have added tests that prove my fix is effective or that my feature works
- [ ] New and existing unit tests pass locally with my changes
- [ ] I have updated the CHANGELOG.md with my changes
- [ ] I have checked my code for security vulnerabilities
- [ ] My changes generate no new warnings
- [ ] I have reviewed my own code before submitting

## Screenshots (if applicable)

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## Additional Context

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## Breaking Changes

<!-- If this is a breaking change, describe what users need to do to migrate -->

## Performance Impact

<!-- Describe any performance implications of your changes -->

## Security Considerations

<!-- Describe any security implications or considerations -->
