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When a PDF prints a table of contents but exposes no machine-readable outline, RAG systems lose section-level retrieval. The author demonstrates two methods to reconstruct that structure from the printed page, plus a page-alignment step. This allows the chunker to cut on heading boundaries and retrieval to scope by section.
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