AI Application
Architecture

How a single user request flows through the layers of a modern AI application, from interface to deployment.

User Request
Frontend
Agent Orchestration
Knowledge (RAG)
Models (LLM)
Tools (MCP)
Context Builder
Data Layer
Observability & Evals
Deployment
Recreated architecture map · Frontend → Orchestration → Knowledge / Models / Tools → Data → Observability → Deployment