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CodeSignal

Creating a Chatbot with OpenAI in Python

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
    • Ask GPT for Fun Facts
    • Change the AI Model Used
    • Fix the AI Response Extraction
    • Handling Multiple Choices
    • Complete the OpenAI Interaction
  • Unit 2: Exploring Model Parameters
    • Observe AI's Default Response
    • Control AI Response Length
    • Adjust AI Creativity
    • Understanding High Temperatures
    • Enhance Conversation Dynamic
    • Control Repetition of Words
  • Unit 3: Message Types and Conversation History
    • Creating Conversation History
    • Conversation History in Action
    • Continuing Conversation Follow-up Interactions
    • Visualize the Conversation History
    • Streamline Conversation Management
  • Unit 4: Personalizing AI's Behavior with System Prompts
    • Creating a New AI Persona
    • Extending the Poetic Conversation
    • Fix the AI's Personality Bug
    • Creating a New AI Persona
  • Unit 5: Managing Multiple Chat Sessions with OpenAI
    • Unique Chat Session Creation
    • Updating Chat Session History
    • Integrating GPT-4 for Dynamic Chatbot Responses
    • Managing Multiple Chat Sessions

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