Foundations
Generative AI Patterns and Workflows
Understand common patterns for building with generative AI including prompt chaining, few-shot learning, and structured outputs. Learn proven architectures for reliable AI systems.
Introduction
Understand common patterns for building with generative AI including prompt chaining, few-shot learning, and structured outputs. Learn proven architectures for reliable AI systems.
4 Lessons
22h Est. Time
4 Objectives
1 Assessment
By completing this module you will be able to:
✓ Master prompt chaining and multi-step workflows
✓ Implement few-shot learning and in-context learning
✓ Use structured outputs (JSON, schemas) for reliable parsing
✓ Build validation and error recovery into AI workflows
Lessons
Work through each lesson in order. Each one builds on the concepts from the previous lesson.
1
Core Architectural Patterns for GenAI
2
Building Reliable LLM Pipelines
3
State Management and Conversation Design
4
Evaluation and Testing Patterns
Recommended Reading
Supplement your learning with these selected chapters from the course library.
Practical GenAI with ChatGPT 2e
Chapters 4-7
Generative AI Design Patterns
Chapters 1-5
LLM Design Patterns
Chapters 1-4
Module Assessment
Generative AI Patterns and Workflows
Question 1 of 3