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Project TexSum

A web app which aims at generating summary consisiting of few sentences that captures salient features of text data from different types of text data sources using Abstractive Text Summarization Technique via Natural Langueage Processing(NLP).

Project Description

What It does ?

Our Text Summarizing Tool is an AI-based tool that sums up large paragraphs into a few sentences. Summarized text usually has vital sentences that are an overview of the whole context. Project TexSum summarizes the long paragraphs or long-form content into a text summary and provides a JSON output. Alternatively, if there are web articles, PDFs, and other formats, uploaded by the user, the web app can summarize the critical content into bite-sized information.

Tech Stack Used

  • React
  • GPT-3 Transformer
  • HTML + CSS + JavaScript
  • Open source API
  • Flask
  • Heroku

API Reference

  API used : LibreTranslate API

Methods Used

  'GET' , 'POST'

Language Translation

  • Takes in a selected language and returns the text data in the chosen langueage

Features

  • To be Updated

License

MIT

Tech Stack

Client: React, Redux, TailwindCSS

Server: Node, Express

Screenshots

App Screenshot

Feedback

If you have any feedback, please reach out to us at [email protected]

Contribute

Contributions are always welcome!

Please adhere to this project's code of conduct.

Demo

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