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Documentation Improvement #576

@whiterrabbit

Description

@whiterrabbit

I noticed a few areas in the documentation that could be improved for clarity and accuracy.
I’d like to contribute by enhancing the documentation to make it more helpful for new users and contributors.

Proposed updates:

Clarify installation steps, especially those involving uv as the package manager.

Update examples in the contribution workflow section.

Fix outdated or broken links and improve formatting in the README.md.

Update any references to pip with the correct uv usage instructions.

💡 Motivation

Clear and up-to-date documentation helps new contributors set up the project easily and reduces confusion during the installation or contribution process.
These improvements will make the onboarding process smoother and the overall developer experience better.

🔧 Planned Changes

Update the README.md to include correct setup and run commands using uv.

Add a short note about uv in the Contributing section.

Apply minor language and formatting corrections across documentation files.

📎 Additional Context

These changes are documentation-only and do not affect the project’s source code or functionality.
I’ll ensure consistency with the existing markdown structure and formatting guidelines before submitting a pull request.

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