IIRF Online > Business > Entrepreneurship > ChatGPT > OpenAI GPTs: Creating Your Own Custom AI Assistants
OpenAI GPTs: Creating Your Own Custom AI Assistants by Coursera
Skills you will learn!
Curriculum
12 Topics
Welcome
Programming a GPT
Custom Instructions
Retrieval Augmented Generation
Putting it All Together: Custom GPTs
Understanding How GPTs Use Tools
Building a Persona for Your Custom GPT
CAPITAL: A Framework for Customizing How Chatbots Converse
Prompt Patterns
Format of the Persona Pattern
Additional Resources
Create a GPT Persona
21 Topics
Test
Build a Benchmark
Build a Custom GPT for Generating Test Cases
The Goal is to Help the Human Solve the Problem Not Provide the Answer
How to Cite Knowledge
Output Formatting
Provide the Facts
Hedging While Helping
Menu Action Pattern
Where to Get Additional Help
Information Before Decision Making
Flipped Interaction Pattern
Missing Context from the User
User-Customized Experiences
Benchmark Design Considerations
Template Pattern & Markdown
Format of the Menu Actions Pattern
Format of the Flipped Interaction Pattern
Build Your Own Custom GPT Test Case Generator
Building a GPT with a Menu
A Personalized GPT
14 Topics
Boundaries
How to Respond to the Absence of Knowledge
Combating Ambiguity in User Prompts with Question Refinement
Enforcing Boundaries & Still Helping with the Alternative Approaches Pattern
Cognitive Verifier Pattern
Handling Ambiguity in Concept Mapping
Knowledge Conflict Resolution
You and Your Business are Responsible Not the Bot
Adversarial Testing
Wrapping Up
Format of the Question Refinement Pattern
Format of the Alternative Approaches Pattern
Format of the Cognitive Verifier Pattern
Applying Patterns
OpenAI GPTs: Creating Your Own Custom AI Assistants
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