[docs] add favicon

[MihirJagtap]

No description provided.

[gemini-code-assist]

Summary of Changes

Hello @MihirJagtap, I'm Gemini Code Assist¹! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request aims to enhance the visual identity and user experience of the documentation by adding a favicon. This small but significant change helps users quickly identify the documentation site in their browser tabs and bookmarks, contributing to a more polished and professional presentation.

Highlights

• Documentation Enhancement: This pull request introduces a favicon to the documentation site by configuring the mkdocs.yml file to use assets/icon_simple.svg as the site's icon.

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[gemini-code-assist]

Code Review

This pull request aims to add a favicon to the documentation site by updating the mkdocs.yml configuration. However, the referenced favicon file, assets/icon_simple.svg, has not been included in the pull request. This omission will likely cause the documentation build to fail. The file should be added to the docs/assets/ directory to resolve this issue.