Glossary · Data & representations

Cosine Similarity

The normalized dot product of two vectors. It compares their direction rather than their magnitude and ranges from -1 to 1 for real-valued vectors.

Common confusion

High cosine similarity only has meaning relative to the embedding model and the data distribution. It does not prove factual or semantic equivalence.

Related terms

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