<!DOCTYPE html> VIOLETS Architecture VIOLETS System Architecture — Treatment Condition (Chat) Voter Info from Official Local Election Trusted Sources 🌙Dark What this is: VIOLETS is a RAG (retrieval-augmented generation) chatbot that answers Maryland voters' questions using text pulled from official state and county election sources. It's embedded as the chat widget inside a Qualtrics survey. Offline, a Python pipeline crawls and chunks official web pages plus a curated set of Box-hosted documents, embeds every chunk, and stores the vectors in Postgres....