"""UBCHelper — a retrieval-augmented UBC Vancouver Academic Calendar advisor. A domain re-skin of RAGChef: the same generic retrieval/generation engine over a scraped Academic Calendar corpus. This package currently holds the data layer — scrape -> chunk -> ingest — which fills the engine's document index. """