[ENH]Type hints for primitive data types in base module

[Ahmed-Zahran02]

Reference Issues/PRs

Fixes #1454 some part

What does this implement/fix? Explain your changes.

I have added some type hints for primitive data types and strings for the base module

Does your contribution introduce a new dependency? If yes, which one?

No

Any other comments?

No

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