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With DOT, EUCLID or MANHATTAN the backend returns Qdrant's raw scores, not similarity-like values. Router, face and voice stores compare against cosine thresholds, so log a warning at load when another metric is configured, and document the behaviour on the stores page. Assisted-by: Claude Code:claude-sonnet-5-5 Signed-off-by: Ettore Di Giacinto <mudler@localai.io>