The original MetaSift demo: Streamlit dashboard left, Stew chat right.
This commit is the last state before the FastAPI + React port started
(see commit 08291b1 onward on port/fastapi-react). Preserved as a tag
so the port story is auditable: same four engines, new UI surface.

Run: make stack-up && make seed && make run