https://github.com/shhossain/novelupdates-extension

NovelUpdates AI Recomendations Extension
https://github.com/shhossain/novelupdates-extension

novelupdates novelupdates-extension

Last synced: 25 days ago
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NovelUpdates AI Recomendations Extension

• Host: GitHub
• URL: https://github.com/shhossain/novelupdates-extension
• Owner: shhossain
• License: mit
• Created: 2023-06-16T16:52:02.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2023-11-09T15:58:42.000Z (about 1 year ago)
• Last Synced: 2024-04-09T23:02:41.024Z (9 months ago)
• Topics: novelupdates, novelupdates-extension
• Language: JavaScript
• Homepage:
• Size: 265 KB
• Stars: 4
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: readme.md
  • License: LICENSE

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README

        
# A browser extension for novelupdates

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

## Demo

![Demo](image.png)

## Installation

### Web Store

* [Firefox](https://addons.mozilla.org/en-US/firefox/addon/novelupdates-extension/)

### Download From Source

1. Download the latest zip from [here](https://github.com/shhossain/novelupdates-extension/archive/refs/heads/main.zip)

2. Unzip the file

3. Go to `chrome://extensions/` in your browser

4. Turn on developer mode (top right corner)

5. Click on `Load unpacked` (top left corner)

6. Select the folder you unzipped

7. Go to [novelupdates.com](https://www.novelupdates.com/series/lord-of-the-mysteries/) and enjoy!

## Usage

Go to a novel page on [novelupdates.com](https://www.novelupdates.com/series/lord-of-the-mysteries/)

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](https://www.pythonanywhere.com/), 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.