Steps
1) Upload the PDF to MarkItDown Online. 2) Download Markdown. 3) Split by headings. 4) Send only relevant chunks to the model. Typical conversions often finish in about 2-5 seconds for common documents.
Why Markdown first
Markdown preserves heading hierarchy better than OCR-dump text, which improves citation and retrieval quality.