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Document Summarizer using NLP and LLMs. BART model is used.

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Doc.Summ

HOMEPAGE

Doc.Summ is a powerful document summarizer that leverages Natural Language Processing (NLP) and Large Language Models (LLMs) to provide concise summaries. The project utilizes the BART-large CNN model.

This repository serve as final project in CS303-M - Automata Theory and Formal Language

USAGE

  • Clone repository git clone https://github.com/ChugxScript/Doc.Sum.git
  • Install the dependencies listed in requirements.txt (note: some dependencies may need to be manually added): pip install -r requirements.txt
  • Run the server: python manage.py runserver
  • Click on the link displayed in the terminal to access the application.

SCREENSHOTS

  • Homepage

    • HOMEPAGE
  • Summarized document (English)

    • ENGLISH_RESULT
  • Summarized document (Filipino)

    • FILIPINO_RESULT

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Document Summarizer using NLP and LLMs. BART model is used.

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