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.
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Need to Scan Important Documents? Use Your iPhone's Hidden Scanner