The AI Concepts Podcast

Module 6: RAG | Embeddings - Teaching Machines to Understand Meaning

April 27, 2026·8 min
Episode Description from the Publisher

This episode is about the layer of RAG that makes semantic search possible. It covers how machines turn language into math that clusters similar ideas together, so a question and its answer can find each other even when they share no words in common. Without this, RAG is just keyword search with extra steps.

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