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CodeSignal

Building a Chatbot Service With Laravel

via CodeSignal

Overview

Transform your chatbot into a service with Laravel! Step-by-step, you'll create and test components, then integrate them into a seamless Laravel app. Blend AI with web development for a dynamic user experience.

Syllabus

  • Unit 1: Developing a Robust System Prompt in PHP
    • Loading and Using a System Prompt in PHP
    • Testing Error Handling in System Prompt Loading
    • Updating System Prompt for Accurate Chatbot Responses
    • Enhancing System Prompt with Guidelines in PHP
    • Enhancing System Prompt with Constraints in PHP
    • Adding Requirements Section to System Prompt
  • Unit 2: Building the Chat Manager in PHP
    • Implementing ChatManager Methods in PHP
    • Implementing the getConversation Method in PHP
    • Enhancing ChatManager with Message Storage
    • Adding and Retrieving Messages in ChatManager
  • Unit 3: Handling AI Interactions with the Chat Service Layer in PHP
    • Implementing the createChat Method in ChatService Class
    • Implementing the processMessage Method in ChatService
    • Enhancing AI Response Generation in ChatService
    • Testing AI Context Retention in Multi-turn Conversations
    • Creating and Managing Multiple Chat Sessions in PHP
  • Unit 4: Streamlining User Interaction with Chat Controller in Laravel
    • Ensuring User Session in ChatController
    • Defining the createChat Method in ChatController
    • Implementing the sendMessage Method in ChatController to Process User Messages and Generate AI Responses
  • Unit 5: Serving Your Chatbot with a RESTful API Using Laravel
    • Creating a Simple Laravel Application with an Index Route
    • Implementing Session Management in Laravel's ChatController
    • Add a Route for Chat Session Creation in Laravel Application
    • Defining a New Route for Sending Messages in Laravel Chatbot API

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