Docx Summarizer Web App

This is a lightweight Flask web application that allows users to upload .docx files and receive a summary of their contents. The app uses NLTK for sentence tokenization and stopword removal, and it supports summarization via frequency-based scoring.

Features

• Upload .docx files via a web interface
• Extract and summarize key insights from uploaded documents
• View summaries in a clean HTML format
• Logging support for debugging and tracking activity

Summary Algorithms

The default implementation uses a simple frequency-based sentence scoring method. You can optionally switch to using TextRank, Luhn, or LSA summarizers from the sumy library.

Tech Stack

• Flask – Web framework
• NLTK – Natural language processing (tokenization, stopwords)
• Sumy – Text summarization algorithms
• python-docx – Extracting text from .docx files
• HTML/Jinja2 – Front-end templates for upload form

Setup Instructions

1. Clone the repository:

   git clone https://github.com/yourusername/docx-summarizer.git
   cd docx-summarizer