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!
Overview
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