# The Twelve-Factor RAG
## Introduction
Modern AI applications increasingly rely on Retrieval-Augmented Generation (RAG) to provide accurate, reliable responses grounded in trusted data sources. The twelve-factor RAG methodology describes best practices for building production-grade RAG... See more
jason liux.com