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Add uv as the recommended dependency management tool and configure it with pyproject.toml settings.

- Add dependency-groups for dev and testing in pyproject.toml
- Configure uv to use both groups by default
- Add uv.lock for reproducible environments
- Update .gitignore for uv cache

This enables faster, more reliable dependency management using uv.
Tools like mypy and ruff are managed via pre-commit hooks.
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