Product Recommendations using AI / Machine learning

Need a implementation for educational mini project .

Statement- Suggest a top 5 products of given category based on
- User order history
- Users vanished carts
- Wishlist

Can use any algorithm but also need some explanation about why used algorithm is useful than existing other algorithms

Language- Java [preferred] or python
Database - Any
Frontend - Any or postman is also fine