Search PDF images for RAG without full cost

A document-parsing series introduces a cost-ordered cascade to make PDF images searchable for RAG. The method uses a cheap filter, type check, classic OCR, and a vision model, applying each only when needed. This avoids paying to caption logos or decorative elements hundreds of times.