From 362a47f88a6eea7473c0750054106044dbefbb10 Mon Sep 17 00:00:00 2001 From: KS Jannette Date: Sat, 1 Aug 2026 05:35:06 -0400 Subject: [PATCH] Upgraded embedding model to voyage-3.5, updated README.md --- README.md | 6 +++++- Voyage.jpg | Bin 0 -> 116496 bytes backend/services/embedding.service.js | 2 +- 3 files changed, 6 insertions(+), 2 deletions(-) create mode 100644 Voyage.jpg diff --git a/README.md b/README.md index d38c103..a482814 100644 --- a/README.md +++ b/README.md @@ -8,11 +8,15 @@ In kongruity, the artifacts become "sticky notes." A board full of them looks ch With a click, they are semantically evaluated, grouped into thematic clusters with descriptive headers, rankable and exportable to project planning and execution tools. +## Voyage AI voyage-3.5 + +![Embedding model benchmarking.](Voyage.jpg) + ## Clustering and evaluation: methodology Two models run in parallel, and neither sees the other's work. Anthropic's `claude-sonnet-5` (`backend/services/clustering.service.js`) reads the raw text of every note and groups them into labeled thematic clusters. -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. +At the same time, Voyage AI's voyage-3.5 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 proximity metric. diff --git a/Voyage.jpg b/Voyage.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b8517602b245e0d36b5de301ce3fd373da46a15 GIT binary patch literal 116496 zcmd?QcT`i&_ct1P6OmpeN>>C_niPph6A%%UE<~CTLXi#|NXzLA$r&z?Q~XVm}H zzv=%L>hy0tK_C+vzsLG-`~MLo?B^fp3u^f+*xSc1(l-R88^Me0dpQE+nWG$RSB#Ci z{F{Ca(qa)HgCITkn-2JgCjX{={?MGibuSii-q8$HuoO6%yS%+40w9oGN?`lG7~cSJ zoL%N1eK^z)5em}acZf+yNSGf;H-fYp*yl1x{~rIC&;J-F;D6BG-adcF^!5(;OaCJa zcqjN^b429jVDI=pU;f|x2nmh`_4TKyf}gtrBThN~u0frBLWbG?r9*wr*#Fy(0Hynv z4vaqK^e^ojX$I=@pL-*N&;2%-KjZj$o7?_NhX$YdJ@Hmo_G1TPYlBO%)fLb^4wp3t^}I> zZI6g{{40xpsMX1T`(KK%{HuqMNU-%k&kaOa|GhUV@ci%f_(v{Z@Bi}eA8PvFF(Y07 z^5*AnZt-t_|4^sD@?MTQ`S)3uga53PKV$j_Tm5a1j5+uB-YC#G{~hOY)Y-o}4Dz=5 zy$1f=3$cK>gKO_7gFt?- z+24I2knbP21To8VU5JU_j4UvZ^LewA{AZL0IBghGmPaB9m40=Y1|Y+b_mC+F9zuXDL)IZ=2o*wSV`JlC6J!%* zlV*dmDYL1w9c4SlX2NE{cACwR&5i9MTL4=qTQnPrEr~6YEsw2;t%U6>TX7*u~iQva7Ibu^(eMWw&KN&+f?{z#h(ig*}=5Ci`9XQugQU z&FtOm!|YS+1on0IEe;5W0EYy}ehv+eV;p82_8jgUmpCFg&>R^Y1stUuH5_dmgB%ka z1da`kpPbyBqMZ9UH8_npPjNbN`f`SIqB*lTi#VTfHgooIPH--Ak~vvif?RT3>Rg6g z)?BV!0bH?MsayqIkGYz-`njgKmbs|h+}sk}s@(eAr?}m?gSZp8v$!8{*K)t&9^+o( z-s0imk>*k7InHCx*lV?U9Wb{?)ok$D5xTMLeO0> zO7N!OQ^8)rc|qE4(cPN6t#|wF26h+kZr(k<`>PP2kg|}ekeAREp#q@>p;4iYJ$!pq z_L%MQ-hIY+q!xiY!8a$9@l_gd|}y!YPT-n|?067nbH zgXC|^cge3oMWH581oSo(3;nWBe4pvQ;C*-Z_3b0?m)n18fAs#6{qOeE6;u_R6cQC` z6+SBRD;`t4qyc)IAt@u=wDpI=i}_Izs({`q&|^Lk5RJ z50xI8(b%P7su816rLm|fp?O*}QL{z!tCo_MyH>8&pcd<}?&09W<%jV{M2^@TNj%ba zqY3*=&k81>0i{p zuRn84?AY03S;t-*a2cF501P?|ej4f-Mj6%{ZW?JAA&s6Hts1Ku`x}=VFCAAn?tQ%E zIKgC}$wiY#CIr}im^Z8xMm(W-!tcc66Dy_%OoL3Hn|?ic_+-S%rjy%dhGtjIUYT>4 zTbXB=zq1graIz?}n735046v-SBwOiPC0M;W#dXT|RPL!6>%G>#)=#a;Hu^SKZTf6? 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