Embeddings convert words, sentences, and documents into arrays of numbers where mathematical distance equals semantic similarity. 'King' minus 'Man' plus 'Woman' ≈ 'Queen' isn't a trick — it's how the math actually works.
Why this matters
Embeddings power search, recommendations, and RAG. Choosing the wrong embedding model silently degrades every downstream system.