https://github.com/mattsimoessilva/project-playlist

A personalized learning platform that generates tailored playlists of YouTube videos based on user queries. Leveraging the power of natural language processing and machine learning, this project aims to provide an efficient and engaging learning experience.
https://github.com/mattsimoessilva/project-playlist

Last synced: about 2 months ago
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A personalized learning platform that generates tailored playlists of YouTube videos based on user queries. Leveraging the power of natural language processing and machine learning, this project aims to provide an efficient and engaging learning experience.

• Host: GitHub
• URL: https://github.com/mattsimoessilva/project-playlist
• Owner: mattsimoessilva
• License: mit
• Created: 2024-10-01T23:12:14.000Z (3 months ago)
• Default Branch: main
• Last Pushed: 2024-11-12T23:41:12.000Z (about 2 months ago)
• Last Synced: 2024-11-13T00:26:30.949Z (about 2 months ago)
• Language: JavaScript
• Size: 2.93 KB
• Stars: 2
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Playlist Project

This repository contains the source code for the "Playlist Project," a web platform that creates personalized learning experiences.

### Project Overview

The Playlist Project aims to revolutionize online learning by leveraging the power of natural language processing (NLP) and machine learning. Users simply enter a topic they want to learn about, and the platform generates a curated playlist of YouTube videos designed to guide them through the learning process, from beginner to advanced concepts.

### Key Features (Planned)

* **Natural Language Processing:** Understands user queries and identifies relevant keywords.

* **Intelligent Video Search:** Utilizes the Piped API to search YouTube for videos matching the user's query.

* **Personalized Playlist Generation:** Creates tailored playlists based on video relevance, difficulty level, and user preferences.

* **Adaptive Learning:** Recommends new videos based on user history and viewing behavior. (Future implementation)

### Technologies (Planned)

* **Frontend:** React

* **Backend:** ASP.NET

* **Database:** SQLite

* **APIs:**

    * Piped: For YouTube video search

    * Llama AI (or similar NLP model): For natural language processing (to be confirmed)

### Installation (Future)

Detailed installation instructions will be provided once the project reaches a more developed stage.

### Contributing

We welcome contributions to this project! Please refer to the CONTRIBUTING.md file for guidelines on how to get involved.

### License

This project is currently under development and uses a proprietary license.

### Disclaimer

This is an initial README.md. The features and technologies listed are planned functionalities and may change as the project evolves.