AI, My Vacation Elf: Constructing a Reward Recommender for the Good Christmas | by Shuqing Ke | Dec, 2024

How I used AI and Streamlit to create a festive and enjoyable present suggestion app

The vacation season is upon us — time for lights, mulled wine, churros, and present procuring! However let’s face it, discovering distinctive, considerate presents can rapidly develop into a chore. Bored with the identical outdated options like cologne for males and generic toys for teenagers, I made a decision to convey some AI magic to my gift-shopping expertise.

On this article, I’ll stroll you thru how I created a enjoyable, customized present recommender utilizing AI and Streamlit — good for saving time and spreading festive cheer! The repo hyperlink can be added on the finish of the article.

1. Santa’s Cheat Sheet: High Reward Picks for 2024
2. Educating AI Your Wishlist
3. The Magic of Customized Suggestions
4. Your Reward Information Genie: Streamlit in Motion
5. Collaborative Filtering: Buddies Know Greatest
6. Challenges
7. Wrapping It All Up