Tag: Naive RAG

All the articles with the tag "Naive RAG".

• 7 most widely used flavours of Retrieval-Augmented Generation (RAG)

  26 Sep, 2025

  Retrieval-Augmented Generation (RAG) has rapidly evolved into multiple variants, each designed to tackle different challenges of grounding LLMs in external knowledge. In this article, we break down seven of the most widely used RAG “flavors”, from standard and advanced setups to graph-based, multi-modal, and self-reflective approaches and explain their unique strengths, trade-offs, and real-world use cases.