docs: replace short codes with Unicode emojis

[nikpivkin]

Description

This PR removed the emoji extension, which broke the emoji display. This PR replaces short codes with unicode emoji, which are used throughout the documentation.

Before

After

Checklist

• I've read the guidelines for contributing to this repository.
• I've followed the conventions in the PR title.
• I've added tests that prove my fix is effective or that my feature works.
• I've updated the documentation with the relevant information (if needed).
• I've added usage information (if the PR introduces new options)
• I've included a "before" and "after" example to the description (if the PR is a user interface change).