Two PDF Layers That Drive RAG Quality

PDF parsing for RAG requires two layers: document-level signals (metadata, native TOC, source software) and page-level content (text, scans, tables, images, columns). PyMuPDF reads PDF bytes directly without external tools or API keys. An adaptive cascade can escalate to heavier engines when needed.