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youtube-text-summarizer's Introduction

Youtube-Text-Summarizer

Built using Flask

This API helps to summarize the youtube videos based on their caption.
It does so using Google trained NLP T5 model passed through HuggingFace transformer and PyTorch for GPU utilization.

API Reference

Get subtitle summary

  GET /api/summarize?videoID={video_id}
Parameter Type Description
video_id string Youtube video id

Takes the video ID and returns the summarized subtitle.

Run Locally

Clone the project

  git clone https://github.com/Uday-Wahi/Youtube-Text-Summarizer.git

Go to the project directory

  cd Youtube-Text-Summarizer

Create a virtual environment

  python3 -m venv <folder name>

Activate the virtual environment

  • On Unix / MacOS
  source venv/bin/activate
  • On Windows
  source venv/bin/activate.bat

Install dependencies

  • On Unix / MacOS
  pip install -r requirements.txt
  • On Windows
  pip3 install -r requirements.txt

Start the server

  python app.py

Authors

🔗 Links

linkedin

🚀 About Me

I'm a full stack web developer...
Android front-end developer..
Learning cybersecurity.

Tech Stack

Server: Flask
              youtube-transcript-api
              T5-model
              HuggingFace transformer

youtube-text-summarizer's People

Contributors

uday-wahi avatar

Watchers

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