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RAG Is Not an Architecture: Choosing the Right Retrieval Strategy for GenAI

This story is from 2026-09-10. It is preserved in the archive; the latest stories are on the live feed.

Retrieval-Augmented Generation (RAG) has become one of the default patterns for building GenAI applications. But there is a problem. Many systems treat RAG as an architecture rather than a retrieval strategy. The typical design looks like this: User Query ↓ Vector Search ↓ Top-K Chunks ↓ LLM ↓ Answ…

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  1. 2026-09-10 13:44 · DEV Community — AI
    RAG Is Not an Architecture: Choosing the Right Retrieval Strategy for GenAI

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