Claude Architecture Variants

Overview

Five architecture patterns for Claude-powered applications: Chatbot (stateless API wrapper), RAG (retrieval-augmented generation with vector search), Agent (tool use loop), Content Pipeline (batch processing), and Evaluation (using Claude as a judge). Each includes complete code and a comparison table.

1. Chatbot (Stateless API Wrapper)

Simplest pattern — proxy Claude with a system prompt.