From ac75a30b61f7462a83bad7002a12bc7cf594009f Mon Sep 17 00:00:00 2001 From: kjannette Date: Sat, 1 Aug 2026 07:42:16 +0000 Subject: [PATCH] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 3acec6a..8d3282b 100644 --- a/README.md +++ b/README.md @@ -14,7 +14,7 @@ Two models run in parallel, and neither sees the other's work. Anthropic's `clau At the same time, Voyage AI's voyage-3 model (`backend/services/embedding.service.js`) converts each note's text into a numeric representation of its semantic meaning aka vector. -Once the LLM returns, kongruity scores that grouping (`backend/services/validation.service.js`) using an established silhouette coefficient, with cosine distance rather than Euclidean as the distance metric. +Once the LLM returns, kongruity scores that grouping (`backend/services/validation.service.js`) using an established silhouette coefficient, with cosine distance rather than Euclidean as the proximity metric. For each note, it weighs the average distance to the other notes in its own cluster against the average distance to the notes in the nearest neighboring cluster. Averaged across every note, this yields a single cohesion score in the range [−1, 1], displayed at the top of the results.