The AI Concepts Podcast

Module 6: The RAG Pipeline - End to End

April 25, 2026·12 min
Episode Description from the Publisher

This episode maps out the full RAG pipeline end to end using one concrete scenario, a defense contractor building an AI assistant for fighter jet maintenance crews. It walks through both phases of the architecture, offline and online, following a real question all the way from a raw document to a grounded answer. It also covers why the architecture is modular and closes with the four failure modes that quietly break RAG systems in production.

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