Generative AI Design Patterns

Index

Symbols

• | (pipe) separator
  • response items separated by, The pipe separator
  • synonym expansion in prompt, Handling industry jargon

A

• A/B testing
  • Content Optimization, Solution-Step 4: Do preference tuning
  • traditional, Problem
• A2A (Agent2Agent) protocol, Considerations
• Adapter Tuning, Pattern 15: Adapter Tuning-References
  • about, Pattern 15: Adapter Tuning, Architecture, Summary
  • considerations, Considerations-Alternatives
    • alternatives, Alternatives
    • variations, Variations-Closed-weights models
  • example: image input, text output, Example-Inference
    • adapter tuning, Adapter Tuning
    • dataset preparation, Dataset preparation
    • goal of anatomical descriptions, Anatomical descriptions
    • inference, Inference-Inference
  • not for jargon or new facts, Architecture
  • problem, Problem
  • references, References
  • solution, Solution-Inference
    • architecture, Architecture-Architecture
    • inference, Inference
    • parameter-efficient fine-tuning, Architecture
    • training, Training-Training
  • when prompt engineering not viable, Anatomical descriptions
• adding knowledge to foundational models
  • about patterns, Adding Knowledge: Bass, Summary
  • about RAG, Adding Knowledge: Bass, Considerations
  • about world knowledge of foundational models, Problem
  • Basic RAG, Pattern 6: Basic RAG-References
  • benefits of RAG, Solution
  • Deep Search, Pattern 12: Deep Search-References
  • extending capabilities (see model capabilities extended)
  • Index-Aware Retrieval, Pattern 9: Index-Aware Retrieval-References
  • Indexing at Scale, Pattern 8: Indexing at Scale-References
  • Node Postprocessing, Pattern 10: ...