Hugging Face's logo

Spaces:
tushifire
/
youtube_video_QA

App Files Community
youtube_video_QA / README.md
tushifire's picture
tushifire
Initial commit
cf2ffef
preview code
|
raw
history blame contribute delete
2.78 kB

VideoQ

Quick Answers, Skip Clickbait

  • Skip the endless scrolling. VideoQ provides instant video insights.
  • Ask Questions to YouTube video and Save Time

VideoQ is an AI-powered web application that processes YouTube video content using Gradio and LangChain, enhanced by Cohere embeddings for language understanding. This app allows users to input Youtube video link and receive processed results based on advanced language models.

Features

  • YouTube Video Processing: Automatically load and process video content. Currently support only English video whose transcripts are available.
  • Cohere Embeddings: Use advanced embeddings to understand and process text data.
  • Gradio Interface: An easy-to-use web interface for interaction.

Installation

Follow these steps to set up and run the project on your local machine.

Prerequisites Ensure you have the following installed:

  1. Python 3.X
  2. pip (Python package installer)
  3. Clone the Repository
git clone https://github.com/yourusername/projectname.git
cd projectname

Install Dependencies

Install the required Python packages using the requirements.txt file:

pip install -r requirements.txt

Set Up Environment Variables The application uses API keys that need to be set as environment variables. Ensure you have the necessary API keys (like the Cohere API key) and set them in your environment.

For Linux/macOS:

export COHERE_API_KEY=your_cohere_api_key

For Windows:

set COHERE_API_KEY=your_cohere_api_key

Running the Application Once everything is set up, you can start the application by running:

python app.py

This will launch the Gradio app, and you can access it via your web browser at http://localhost:7860.

Usage

This tool is perfect for quickly getting insights from videos with clickbait titles or thumbnails—just ask your question instead of wasting time.

  1. Input a YouTube Video URL: Enter the URL of the YouTube video you want to process.
  2. Click "Load Document": Load the video content into the tool.
  3. Start Chatting: Ask questions or discuss the video in the chat interface below.

The processed output will be displayed directly in the Gradio interface.

Acknowledgments

Special thanks ❤️ to the Gradio, LangChain, and Cohere teams for their amazing tools and support. This project wouldn't have been possible without their contributions to user-friendly interfaces, seamless language model integration, and powerful NLP capabilities.