RAG DOCUMENT INGESTION
Make PDFs ready for RAG.
Keep headings, tables, and reading order before you chunk.
A retrieval pipeline begins with document structure.
01
PDF / image
Every file follows the same processing path.
02
Structured Markdown
Headings, lists, tables and page context are retained.
03
Clean chunks
Downstream chunking has meaningful document boundaries.
04
Grounded context
Your retrieval system gets readable content with clear page context.
Why structured Markdown?
It keeps headings and structure, so the next step does not have to guess.
HEADINGS + SECTIONS
TABLES + READING ORDER
PAGE BOUNDARIES