Apr 22, 2026 · 6 min readEmbeddings in RAG: The Core of Semantic SearchRetrieval-Augmented Generation (RAG) systems rely on the core idea of converting text into vectors so we can search by meaning instead of keywords. These vectors are called embeddings, and they are th