Add pre-commit configuration and fixes the typo and EOF

[ihsanmokhlisse]

SUMMARY

This PR introduces a pre-commit configuration to :

• Automatically fix EOF (End of File) issues.
• Format YAML files for better readability.
• Improve Overall code formatiing tn enhance maintainability.

By enforcing these Standards, we ensure a clearner and more consistent codebase

ISSUE TYPE

• New config Pull Request

COMPONENT NAME

pre-commit configuration, check .pre-commit-config.yaml file

ADDITIONAL INFORMATION

To apply these formatting improvements locally, contributors should install pre-commit and enable it for the repository:

pip install pre-commit
pre-commit install

Running pre-commit run --all-files will apply these fixes automatically before committing changes.