From 7ec074a04345a733d97704bedc75d1adbfe0f394 Mon Sep 17 00:00:00 2001 From: KS Jannette Date: Tue, 24 Feb 2026 13:06:56 -0500 Subject: [PATCH] update documentation --- README.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/README.md b/README.md index 6ab47b3..2bef3c6 100644 --- a/README.md +++ b/README.md @@ -1,12 +1,12 @@ # kongruity app -kongruity employs Large Language Model ("LLM") semantic grouping to cluster large volumes of "to dos" or issue tags in development settings, by their thematic or topical similarity. +kongruity clusters large volumes of unstructured action items in development settings by their thematic or topical similarity. -(To learn more about semantic grouping, see, e.g., [Kozlowski A., Boutyline A., Semantic Structure in Large Language Model Embeddings Aug. 2025, arXiv:2508.10003v1:04 Aug 2025](https://arxiv.org/html/2508.10003v1)). +In kongruity, "to dos", action items, agile tickets, Jira comments (appropriately tagged) ... all the myriad artifacts of the creative-engineering process, become thematic "sticky notes." -In kongruity world, "to dos", action items, agile tickets, Jira comment threads (tagged for harvesting) ... the myriad artifacts of the creative-engineering process, are "sticky notes." +kongruity's React/Vite UI displays a board of your team's seemingly chaotic "sticky notes". -kongruity's React/Vite UI displays a board of your team's seemingly chaotic "sticky notes". But with one click, they are transformed into manageable, actionable groups, each with a header that explains that group's semantic relation. +They are transformed into manageable, actionable groups, with headers that explains each group's semantic relation, and project magament UI options: ranking temporal priority for future relase goals. The backend features an Express server/API that serves "sticky note" data and proxies semantic grouping requests to Large Language Models.