Newz.ai

Newz.ai is a web application that provides AI-powered text summarization for news articles. It features a React.js frontend, a Flask backend, and an integrated machine learning model for summarizing text.

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Features

• AI-Powered Summarization: Extract concise summaries from lengthy articles.
• React.js Frontend: Responsive and user-friendly interface.
• Flask Backend: Handles API requests and integrates the ML model.
• ML Integration: Utilizes a pretrained t5-small model for summarization.
• Cross-Origin Support: Seamless communication between frontend and backend with CORS.

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Tech Stack

Frontend

• React.js
• Axios (for API communication)
• TailwindCSS (for UI components)

Backend

• Flask
• Flask-CORS
• Transformers library
• BeautifulSoup for web scraping
• PyTorch backend for ML inference

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Installation

Prerequisites

Ensure you have the following installed:

• Node.js (for the frontend)
• Python 3.7+ (for the backend)

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Clone the Repository

git clone https://github.com/your-username/Newz.ai.git
cd Newz.ai

Setting up frontend

npm install
npm run dev

Setting up backend

cd backend
python -m venv .venv
source .venv/bin/activate
pip install -r requirements.txt
python base.py