Keyword Extractor Using React.js & OpenAI API

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Keyword Extractor Using React.js & OpenAI API

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₹4,998.98

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₹4,998.98

Overview
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Detail Description

1. Abstract

The Keyword Extractor is a full-stack web application developed using React.js for the frontend and Node.js with Express for the backend. The application allows users to input a block of text and automatically extract important keywords using AI.

The project integrates the OpenAI API to analyze the text and return relevant keywords. React hooks like useState are used to manage dynamic states such as user input and extracted results.

This project helps in understanding API integration, full-stack communication, and real-time UI updates in modern web development.

2. Objectives

The main objectives of this project are:

• To build a full-stack application using React and Node.js

• To integrate third-party APIs (OpenAI)

• To understand client-server communication

• To manage application state using React hooks

• To create a dynamic and responsive UI

• To improve real-world project development skills

3. Existing System

Existing systems include:

• Manual keyword identification from text

• Basic text processing tools

• Static web tools without AI

• Simple scripts using Python or JavaScript

Limitations of Existing Systems

• Time-consuming manual process

• No intelligent keyword extraction

• Lack of user-friendly interface

• Limited automation

• No real-time results

• Not scalable for large text data

4. Proposed System

The proposed system is an AI-powered Keyword Extractor that provides fast and accurate keyword extraction using modern web technologies.

Key Features:

• User-friendly text input interface

• AI-based keyword extraction using OpenAI

• Real-time processing and display

• Clean and responsive UI

• Backend API integration

• Error handling and validation

5. Implementation Procedure

Step 1: Project Setup

• Create React app using Vite

• Install dependencies

• Setup project structure

Step 2: Create Components

• Header Component

• Footer Component

• TextInput Component

Step 3: UI Development

• Design text input area using Bootstrap

• Add buttons and layout

• Display extracted keywords

Step 4: State Management

• Manage input text using useState

• Store extracted keywords

• Handle UI updates dynamically

Step 5: Backend Setup

• Setup Node.js server

• Install Express and required packages

• Configure middleware (CORS, JSON)

Step 6: API Integration

• Connect frontend to backend

• Use OpenAI API for keyword extraction

• Send and receive data using fetch

Step 7: Logic Implementation

• Validate user input

• Process text using AI

• Convert response into keyword list

Step 8: UI Rendering

• Display extracted keywords

• Update UI dynamically

• Handle loading and errors

Step 9: Testing

• Test API responses

• Validate user input scenarios

• Fix bugs and improve UI

6. Software Requirements

• React.js – Frontend development

• Node.js & Express.js – Backend server

• OpenAI API – Keyword extraction

• JavaScript (ES6+) – Programming language

• Bootstrap – UI styling

• Visual Studio Code – Code editor

7. Hardware Requirements

Minimum Requirements:

• Processor: Intel i3 or above

• RAM: 4 GB or more

• Storage: 50 GB free space

• Internet connection

8. Advantages of the Project

• Fast and automated keyword extraction

• AI-powered intelligent results

• Easy to use interface

• Real-time processing

• Scalable architecture

• Full-stack development experience

• Improves understanding of API integration

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