[ISSUE] UI: Add a Favicon to the Web Application

[aliviahossain]

Hi there!

I've been looking at your BakeGenuis AI application and it's a fantastic concept. A small UI enhancement that would make the app look even more professional is to add a custom favicon (the icon that appears on the browser tab).

The Problem:
Currently, the web application uses the default Streamlit favicon.

Suggested Solution:
We can set a custom, theme-appropriate icon using Streamlit's built-in set_page_config function. This is a very simple, one-line code change in the app.py file.

PLEASE ASSIGN ME THIS ISSUE UNDER THE GSSOC' 25 LABEL. THANK YOU.

[github-actions]

Thank you for raising this issue!

We'll review it as soon as possible. We truly appreciate your contributions! ✨

Meanwhile make sure you've visited the README.md, CONTRIBUTING.md, and CODE_OF_CONDUCT.md before creating a PR for this. Also, please do NOT create a PR until this issue has been assigned to you. 😊

[aaradhya7]

@supriya46788 Can you please assign it to me ?

[supriya46788]

@aaradhya7 its not build on streamlit, and favicon is there in this project please check the preview link