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// Hacker Noon · 19 March 2026

Five Architectural Patterns That Fix What's Broken in RAG

Semantic RAG assumes the query embedding lands near the answer embedding. For multi-step questions — comparisons, computations, cross-document analysis — that assumption fails. Here are five architectural patterns that fix this: embrace agents over pipelines, separate storage by data type, route det...

Hacker Noon
@hacker-noon · vinyas
hackernoon.com
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Hacker Noon@hacker-noon

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