Architecture

Guides

Single Agent vs Multi-Agent: When Swarms Actually Help

Compare single-agent and multi-agent architectures on complexity, cost, debugging, and when orchestration helps.

Features

RAG Architecture Patterns: From Naive Pipelines to Agentic Loops

The naive RAG pipeline fails silently on every query that requires reasoning. From iterative retrieval to agentic loops, here are the architecture patterns that separate demos from production systems.