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CodeSignal

Building a Chatbot Service With Symfony

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Overview

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

Syllabus

  • Unit 1: Developing a Customer Service Chatbot API with Symfony and System Prompts
    • Loading and Utilizing a System Prompt in PHP
    • Testing Error Handling with Incorrect File Path
    • Updating System Prompt for Accurate Chatbot Responses
    • Enhancing System Prompt with Guidelines
    • Enhancing System Prompt with Constraints in PHP
    • Adding Requirements to System Prompt for Consistent Chatbot Responses
  • Unit 2: Building a Chat Manager with PHP Sessions
    • Implementing Chat Management 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 Chat Session Creation in PHP
    • Implementing Message Processing in ChatService
    • Enhancing the Chat Service with OpenAI Integration
    • Testing Context Retention in Multi-Turn Conversations
    • Creating Multiple Chat Sessions for a User
  • Unit 4: Streamlining User Interaction with Symfony Chat Controller
    • Implementing User Session Management in PHP
    • Implementing the createChat Method in ChatController
    • Implementing Message Processing in ChatController

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