From 7cd1dd037455779eedb007b78b086783e5f45cce Mon Sep 17 00:00:00 2001 From: S Jannette Date: Fri, 8 May 2026 04:46:43 -0400 Subject: [PATCH] Fix typo in 'Methodology' section header --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 93b4634..ed71d36 100644 --- a/README.md +++ b/README.md @@ -34,7 +34,7 @@ make dev This app demonstrates the core source-grounded Q&A pattern with transparent retrieval, generation, and groundedness scoring (LLM response quality cosine scoring) -- all with swappable models and is fully open source. -## Methedology +## Methodology This application is a RAG (Retrieval-Augmented Generation) system that allows users to upload source documents — PDFs, DOCX files, plain text, audio files, web URLs, and YouTube videos — which are then parsed, split into ~2000-character overlapping chunks, and converted into vector embeddings using Voyage AI's voyage-3 model. Those embeddings are stored in an in-memory vector store.