Beyond extract_text: The Two Layers of a PDF That Drive RAG Quality

Effective PDF parsing for RAG systems goes beyond simple text extraction by first analyzing a document's fundamental nature to avoid common failures. This initial layer inspects document-level signals, such as metadata to determine the source software and the native table of contents to understand its inherent structure. Identifying whether a document is a Word export versus a scanned image