Managed vs Direct Vector Search in Databricks: The Hidden Normalization That Changes Everything
Two similarity score formulas. One silent assumption. A ~270× discrepancy waiting to bite you.If you’ve read the Databricks Vector Search documentation, you’ve probably come across two similarity score formulas:Cosine-form: score = 1 / (3 − 2·cosθ)Eucl…