Embedding
concept
An embedding is a numeric fingerprint of a photo (or text). The system turns each product photo into one, then finds the closest stored fingerprint to name the product. Close fingerprints mean similar-looking products, which is what powers search by similarity.
For engineers: a fixed-length vector from a learned encoder, compared by cosine or dot-product distance in a vector index.