Embedding Models Explained for Engineers

By C.W. Jameson · Published 15 March 2026 · Last reviewed 10 April 2026

Choosing the wrong embedding model for your language pair or domain quietly degrades RAG quality for months.

What embedding models are, which to use for semantic search and RAG, and the common mistakes teams make.