{"id":20492421,"url":"https://github.com/letsdoitbycode/youtube-video-summarization-app","last_synced_at":"2026-05-27T13:36:38.440Z","repository":{"id":260594180,"uuid":"842839160","full_name":"letsdoitbycode/YouTube-Video-Summarization-App","owner":"letsdoitbycode","description":"This Flask web application takes a YouTube video URL, retrieves the video's transcript, and generates a concise summary using Hugging Face’s Transformer summarization pipeline. 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This app is ideal for creating quick, digestible summaries of long-form video content.\n\n### Key Features\n- YouTube Transcript Retrieval: Extracts transcripts directly from YouTube videos via YouTubeTranscriptApi.\n- Automatic Summarization: Uses Hugging Face’s summarization pipeline to break down large transcripts.\n- Scalability: Processes long transcripts by dividing them into chunks for smooth summarization.\n- User-Friendly Interface: Simple web UI for URL input and summary output.\n\n### How It Works\n- Extract Video ID: Parses the YouTube URL to obtain the video ID.\n- Retrieve Transcript: Uses the video ID to fetch the transcript.\n- Chunking \u0026 Summarization: Breaks down the transcript into 1000-token chunks, summarizes each chunk, and appends the results.\n- Display Summary: Combines and displays the summarized content on the results page.\n\n### Installation\n1. Clone the repository\n   ```sh\n   git clone https://github.com/letsdoitbycode/YouTube-Video-Summarization-App.git\n   cd YouTube-Video-Summarization-App\n   ```\n\n3. Create a virtual environment and activate it:\n   ```sh\n   python -m venv venv\n   source venv/bin/activate  # On Windows use `venv\\Scripts\\activate`\n   ```\n\n3. Install the required packages:\n   ```sh\n   pip install requirements.txt\n   ```\n   \n4. Run the Flask app:\n    ```sh\n    python app.py\n    ```\n\n### Project Structure\n```plaintext\nYouTube-Video-Summarization-App/\n│\n├── app.py                  # Main Flask application\n├── templates/\n│   └── index.html          # Main HTML file\n│   └── result.html         # Result file\n├── static/\n│   ├── style.css           # CSS styles\n├── requirements.txt        # requirements for the project\n└── README.md               # This README file\n```\n\n## Contributing\nContributions are welcome! Please open an issue or submit a pull request for any changes or improvements.\n\n\n## DEMO APPLICATION\n---\n\n![Screenshot (7)](https://github.com/user-attachments/assets/2bba3917-d295-4165-971b-1514e32d8b6d)\n\n![Screenshot (8)](https://github.com/user-attachments/assets/c8c1e9e1-1ed1-4ce1-8a17-ead1177312f0)\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fletsdoitbycode%2Fyoutube-video-summarization-app","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fletsdoitbycode%2Fyoutube-video-summarization-app","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fletsdoitbycode%2Fyoutube-video-summarization-app/lists"}