AI Architectural Patterns

Agentic Architecture and Key components

• Infrastructure Layer
• Model Layer
  • LLM;s are large AI models trained on vast datasets to understand, generate and interact using human language
    • Makers make large LLM
    • Shapers adapt these models for SPECIFIC Tasks through fine tuning or compression
• Vector DB
• Frameworks
• Memory
• Observability

Prompt frameworks

• Zero-shot
• Few-shot
• Chain-of-thought
• React
• Role-based
• Tree-of-thought