Most RAG systems don’t understand sophisticated documents — they shred them

Published: (January 31, 2026 at 02:00 PM EST)
1 min read

Source: VentureBeat

Overview

By now, many enterprises have deployed some form of RAG. The promise is seductive: index your PDFs, connect an LLM, and instantly democratize your corporate knowledge.

But for industries dependent on heavy engineering, the reality has been underwhelming. Engineers ask specific questions about infrast…

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