Building an AI-Powered Text Summarizer with Laravel and Livewire

In today's fast-paced digital world, the ability to quickly digest large amounts of information is crucial. This tutorial will guide you through creating an AI-powered text summarizer using Laravel and Livewire, perfect for developers looking to expand their skills in web development and AI integration.

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Table of Contents

What You'll Learn

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  • Setting up a Laravel project with Livewire
  • Creating a responsive single-page application
  • Implementing basic text summarization logic
  • Integrating OpenAI's GPT model for advanced summarization
  • Handling user input and displaying results dynamically
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Prerequisites

  • Basic knowledge of PHP and Laravel
  • Familiarity with HTML, CSS, and JavaScript
  • Composer installed on your system
  • An OpenAI API key (for the advanced version)
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Project Setup

Let's start by setting up our Laravel project:

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  • Create a new Laravel project:

    composer create-project laravel/laravel ai-summarizer
  • Navigate to the project directory:

    cd ai-summarizer
  • Install Livewire:

    composer require livewire/livewire
  • Create a new Livewire component:

    php artisan make:livewire TextSummarizer
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Building the User Interface

Our summarizer will have a clean, user-friendly interface. Let's create it using Tailwind CSS, which comes pre-installed with Laravel.

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Update yourΒ resources/views/livewire/text-summarizer.blade.php:

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AI Text Summarizer

Summary:

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{{ $summary }}

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Implementing Basic Summarization Logic

For our basic version, we'll implement a simple summarization algorithm based on sentence importance. Update yourΒ app/Http/Livewire/TextSummarizer.php:

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Abu Sayed | Laravel, Unity & AI Expert - Developer & Musician from Bangladesh