Novelupdates Extension ავტორი Sifat

A browser extension that adds a recommendation series and description for recommendation Lists.

Usage
Go to a novel page on novelupdates.com You should see a new section called Recommendations (AI) below the Related Series section.

Advanced Usage
Click on the extension icon, and you will see a popup with the following options:

Top N: Number of recommendations to show
Similarity: How much similarity you want to consider
Rating: If you want to consider the rating
Rank: If you want to consider the rank
Save: Save the settings
NOTE: You can set the rating and rank to 0 if you only want to consider similar novels.

About
This is a small project created mainly to learn about Chrome extensions and recommendation systems. The recommendation system is a simple content-based system that uses the novel's description, genres, tags, rating, and rank to find similar novels. The similarity is calculated using cosine similarity. The recommendation system is running on pythonanywhere, and the extension is using a simple REST API to get the recommendations. Please note that since I'm using the free tier of Pythonanywhere, the API might be slow at times.