/AI-Article-Summarizer

AI Summarizer: A React-based tool leveraging OpenAI for efficient text summarization

Primary LanguageJavaScript

AI Article Summarizer using OpenAI GPT

Overview

Welcome to the AI Article Summarizer project leveraging OpenAI's GPT (Generative Pre-trained Transformer) technology. This tool is designed to efficiently condense lengthy articles into concise and coherent summaries, enabling users to grasp key information swiftly.

Features

  • Implementation of OpenAI's GPT model for advanced natural language processing and text summarization.
  • Ability to distill extensive articles into succinct and informative summaries.
  • Retention of essential context and details from the original text.
  • Streamlined solution for processing and summarizing large volumes of text content.

Installation

  1. Clone the repository:
    git clone https://github.com/OpenAI/gpt-3.git
    
  2. Install necessary dependencies:
    pip install -r requirements.txt
    

Usage

  1. Initialize the pre-trained GPT model.
  2. Input the article text to be summarized.
  3. Execute the AI Article Summarizer to generate a concise summary.
  4. Review the output summary produced by the model.

Example

from gpt_model import GPTModel

# Load the pre-trained GPT model
model = GPTModel()

# Input article text
article_text = "Lorem ipsum dolor sit amet, consectetur adipiscing elit..."

# Generate summary
summary = model.summarize(article_text)

print(summary)

Contribution Guidelines

We welcome contributions to enhance this project. To contribute, kindly fork the repository, implement your changes, and submit a pull request for review.

Contact Information

For inquiries or feedback, please reach out to us at connectmanumishra@gmail.com.


Images

Application Image


GIFs

Working Demo

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