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Description
This PR changes the
l2_norm
distance to the cosine similarity for vector search. This change can improve results on similarity searches and also for least similarity searches.This PR must be reviewed first
Closes #4123
Type of change
(Please delete options that are not relevant. Remember to title the PR according to the type of change)
How Has This Been Tested
(Please describe the tests that you ran to verify your changes. And ideally, reference
tests
)The base dataset has been used with boh ElasticSearch and OpenSearch to verify this change.
Checklist
CHANGELOG.md
file (See https://keepachangelog.com/)