
RAG document ingestion: PDFs, tables, OCR, and versions without silent garbage
A production ingest pipeline for RAG: immutable originals, PDF and scan parsing, tables that keep their headers, parser quarantine, versioning, and idempotent replay.
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A production ingest pipeline for RAG: immutable originals, PDF and scan parsing, tables that keep their headers, parser quarantine, versioning, and idempotent replay.

How to clean, describe, chunk, and safely index enterprise documents for reliable AI answers.