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Summarization & Paraphraser

This repository contains a backend system that receives data from the front-end and processes it using two main pipelines: paraphrasing and summarization.

Pipelines

1. Paraphrasing

  • Utilizes the T5_base Model for paraphrasing tasks.

2. Summarization

  • Employs the FactorSum Model for summarization purposes.

3. Web Scraping

  • Implements web scraping techniques to extract data from websites.

Backend Flowchart

Backend Flowchart

The backend system follows a flowchart depicted above, illustrating how it receives and processes data from the front-end.

Frontend Display

image

Frontend + Backend Working

image

How to Use

To utilize this backend system:

  1. Clone this repository.
  2. Set up the necessary environment and dependencies.
  3. Start the backend server.
  4. Send data from the front-end to the specified endpoints for paraphrasing and summarization.

Contributions

Contributions are welcome! Feel free to submit issues or pull requests if you have any improvements, bug fixes, or additional functionalities to suggest.