// Link · 27 February 2026

Building Production-Grade RAG Systems for Document AI: What It Actually Takes

Moving RAG from demo to production requires shifting focus from clever prompting to repeatable engineering. Success depends on high-fidelity ingestion (preserving layout and tables), hybrid retrieval (combining vector and BM25), and mandatory security filters. Real-world systems prioritize traceabil...

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