Docs readme dark theme

[kamran-rapidfireAI]

Changes

• Fixed Docs readme dark/light theme issue.
• Added two links (documentation and github) to the pypi page.

Testing

• I have added tests that prove my fix is effective or that my feature works
• New and existing unit tests pass locally with my changes
• I have tested this change manually
• I have tested this change in the following environments:
  • Local development
  • Docker environment
  • Other: _______________

Screenshots (if applicable)

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Checklist

• My code follows the project's style guidelines
• I have performed a self-review of my own code
• I have commented my code, particularly in hard-to-understand areas
• I have made corresponding changes to the documentation
• My changes generate no new warnings
• I have added tests that prove my fix is effective or that my feature works
• New and existing unit tests pass locally with my changes
• Any dependent changes have been merged and published

Performance Impact

If this PR affects performance, describe the impact and any optimizations made.

Related Issues

Fixes #(issue number)
Closes #(issue number)
Related to #(issue number)

[david-rfai]

Incorrect branch here

[david-rfai]

Fix image path to main branch