YT-Caption

YT-Caption will scrape captions from Youtube for N number of Machine Learning Tasks like Topic Modeling, Sentiment Analysis, etc.

To Run the App

• Get your GOOGLE_API_KEY
• Create a .env file with same keys as local.env but populate your values
• Build docker image sudo docker build -t yt-caption:latest .
• Run the container docker run -p 8501:8501 yt-caption:latest

And you are good to go!

TODOs

1. Topic Modeling on the extracted Captions.
   • Example: Ludwig Channel
   • 
   • Example: Tina Channel
   • 
2. Slider to chunk the captions better on UI ( UPDATED ) Chunk size will be decided based on the time that caption text was visible on the screen
3. Application can get a YT video url
4. SNS service to send Email with the Topic Modeling result