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CodeSignal

Creating a Chatbot with OpenAI in Ruby

via CodeSignal

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 with Ruby
    • Modify Prompt to Request a Fun Fact
    • Specify Different Models in OpenAI API
    • Fixing the AI Response Bug in Ruby
    • Requesting Multiple AI Responses
    • Interacting with OpenAI API in Ruby
  • Unit 2: Exploring Model Parameters in Ruby
    • Interacting with AI: Baseline Response
    • Controlling AI Response Length with max_tokens in Ruby
    • Adding Temperature Parameter to Control AI Creativity
    • Adjusting AI Temperature for Creativity
    • Adding Presence Penalty to Encourage New Topics
    • Minimizing Repetition with Frequency Penalty in AI Responses
  • Unit 3: Message Types and Conversation History in Ruby
    • Starting a Conversation with AI
    • Passing Conversation History to AI
    • Building Conversation Context in Ruby
    • Visualizing Conversation History in Ruby
    • Enhancing Conversation History with AI Integration
  • Unit 4: Personalizing AI's Behavior with System Prompts in Ruby
    • Transforming AI Personas with System Prompts
    • Maintaining AI's Playful Poet Persona Over Multiple Interactions
    • Fix the AI Response Bug
    • Creating a Persona for AI with System Prompts
  • Unit 5: Managing Multiple Chat Sessions with OpenAI in Ruby
    • Creating and Managing Unique Chat Sessions in Ruby
    • Simulating a Chatbot Conversation in Ruby
    • Integrating OpenAI GPT-4 for Dynamic Chatbot Responses
    • Managing Multiple Chat Sessions in Ruby

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