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YouTube Summarizer is a Streamlit-based web application that allows users to generate summaries of YouTube videos using AI-powered language models.

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YouTube Summarizer by TCSenpai

YouTube Summarizer is a Streamlit-based web application that allows users to generate summaries of YouTube videos using AI-powered language models.

Screenshot

Features

  • Fetch and cache YouTube video transcripts
  • Summarize video content using Ollama AI models
  • Display video information (title and channel)
  • Customizable Ollama URL and model selection

Installation

  1. Clone the repository:

    git clone https://github.com/yourusername/youtube-summarizer.git
    cd youtube-summarizer
    
  2. Install the required dependencies:

    pip install -r requirements.txt
    
  3. Set up environment variables: Create a .env file in the root directory and add the following:

    YOUTUBE_API_KEY=your_youtube_api_key
    OLLAMA_MODEL=default_model_name
    

Usage

  1. Run the Streamlit app:

    streamlit run src/main.py
    
  2. Open your web browser and navigate to the provided local URL (usually http://localhost:8501).

  3. Enter a YouTube video URL in the input field.

  4. (Optional) Customize the Ollama URL and select a different AI model.

  5. Click the "Summarize" button to generate a summary of the video.

Dependencies

  • Streamlit
  • Pytube
  • Ollama
  • YouTube Data API
  • Python-dotenv

Project Structure

  • src/main.py: Main Streamlit application
  • src/ollama_client.py: Ollama API client for model interaction
  • src/video_info.py: YouTube API integration for video information
  • transcript_cache/: Directory for caching video transcripts

Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

License

WTFPL License

Credits

Icon: "https://www.flaticon.com/free-icons/subtitles" by Freepik - Flaticon

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YouTube Summarizer is a Streamlit-based web application that allows users to generate summaries of YouTube videos using AI-powered language models.

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