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CodeSignal

Creating a Chatbot with OpenAI in PHP

via CodeSignal

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Overview

Dive into the world of AI by building a chatbot using OpenAI! Learn to send messages, tweak API settings, keep track of conversations, and craft unique system prompts. Explore AI's potential in a fun and interactive way!

Syllabus

  • Unit 1: Sending a Simple Message to OpenAI Using PHP
    • Modify the Prompt to Request a Fun Fact
    • Specify Different Models in OpenAI API with PHP
    • Fixing the API Response Bug in PHP
    • Requesting Multiple AI Responses in PHP
    • Interacting with OpenAI API in PHP
  • Unit 2: Exploring Model Parameters in PHP
    • Interacting with AI: Understanding Default Behavior
    • Controlling AI Response Length with max_tokens in PHP
    • Adding Temperature Parameter to Control AI Creativity
    • Exploring High Temperature Effects on AI Responses
    • Adding Presence Penalty to AI Responses
    • Minimizing Repetition in AI Responses with Frequency Penalty
  • Unit 3: Message Types and Conversation History in PHP
    • Starting a Conversation with OpenAI in PHP
    • Passing Conversation History to AI
    • Building a Conversation with AI Context
    • Iterating Over Conversation History
    • Enhancing Conversation History with AI Responses in PHP
  • Unit 4: Personalizing AI's Behavior with System Prompts in PHP
    • Transforming AI with System Prompts
    • Maintaining AI's Playful Poet Persona Over Multiple Interactions
    • Fixing AI Response Bug in PHP
    • Creating a Philosopher AI Persona
  • Unit 5: Managing Multiple Chat Sessions with OpenAI in PHP
    • Creating and Managing Unique Chat Sessions in PHP
    • Simulating Chatbot Conversations in PHP
    • Integrating OpenAI GPT-4 for Dynamic Chatbot Responses
    • Managing Multiple Chat Sessions in PHP

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