Add .pre-commit.yaml for Consistent Formatting

[areebahmeddd]

Unnecessary formatting changes can be avoided by adding a .pre-commit.yaml file. This will help enforce consistent code style and reduce noisy diffs.

[Sunhao86]

@alexgarel The PR checks are now passing after fixing the title format. Would you kindly review this when you have a moment? Thank you so much for your time and guidance!