Web-Based Document Summarization Bot

Project Overview

This project allows users to input URLs of web-based documents and receive concise summaries or answers to their questions. It uses NLP models for text processing, such as BART and GPT-3, and provides a user-friendly interface built with Node.js.

Features

• Document summarization
• Question answering on the document
• Web scraping for document retrieval
• Fast and efficient document search with FAISS

Getting Started

Prerequisites

You will need Python 3.8+ installed, as well as the following libraries:

pip install -r requirements.txt

Running the Application using Streamlit

streamlit run app.py

Running using Docker

Running Docker Container

docker run -p 8501:8501 doc-summary-bot

Build Docker Image

docker build -t doc-summary-bot .