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Glossary: Embeddings and Vector Search

normalize

Also written: normalizing, normalize_embeddings, unit vector

Dividing a vector by its length so it has length 1, making it a unit vector. For unit vectors, cosine similarity is just the dot product, which is cheaper.

Where the book teaches it

Related terms

cosine similaritydot product