RAG Architecture Skill

Build retrieval-augmented generation systems that ground LLMs in your data.

Last validated: April 2026 (text-embedding-3 family, contextual retrieval patterns)

Core Principle

RAG = Retrieval + Generation. Instead of relying solely on the model's training data, retrieve relevant context at query time and include it in the prompt. This reduces hallucination and enables access to private/current data.

RAG Pipeline