Add FAQ explaining why Pydantic is not used

[AnasHasan786]

Description

Added an FAQ entry explaining why the project avoids using Pydantic, highlighting reasons such as dependency minimization, avoiding version conflicts, and preferring built-in alternatives like TypedDict.

Checklist

• I have read the contributing guidelines

Code Changes

• Add test cases to all the changes you introduce
• Run poetry all locally to ensure this change passes linter check and tests
• Manually test the changes:
  • Verify the feature/bug fix works as expected in real-world scenarios
  • Test edge cases and error conditions
  • Ensure backward compatibility is maintained
  • Document any manual testing steps performed
• Update the documentation for the changes

Documentation Changes

• Run poetry doc locally to ensure the documentation pages render correctly
• Check and fix any broken links (internal or external) in the documentation

Expected Behavior

The FAQ page should render correctly and clearly explain why Pydantic is not used in the project.

Steps to Test This Pull Request

1. Run poetry doc
2. Visit the generated documentation site and open faq.md
3. Confirm the new entry is present and correctly formatted

Additional Context

Closes: #1488

[bearomorphism]

Hi @AnasHasan786 , please follow the Conventional Commit pattern in your commit messages.

doc(faq): explain why Pydantic is not used

Closes #1488 

[bearomorphism]

And please run the following commands to setup pre-commit hooks in your local environment.

poetry setup-pre-commit

Hope this helps!

[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 97.62%. Comparing base (120d514) to head (8d24951).
Report is 661 commits behind head on master.

Additional details and impacted files

@@            Coverage Diff             @@
##           master    #1489      +/-   ##
==========================================
+ Coverage   97.33%   97.62%   +0.28%     
==========================================
  Files          42       57      +15     
  Lines        2104     2653     +549     
==========================================
+ Hits         2048     2590     +542     
- Misses         56       63       +7     

Flag	Coverage Δ
unittests	97.62% <ø> (+0.28%)	⬆️

Flags with carried forward coverage won't be shown. Click here to find out more.

☔ View full report in Codecov by Sentry.
📢 Have feedback on the report? Share it here.

🚀 New features to boost your workflow:

• ❄️ Test Analytics: Detect flaky tests, report on failures, and find test suite problems.