The gap between a quick RAG demo and a reliable business tool
VentureBeat says companies can build retrieval-augmented generation (RAG) in days, but conflicting or outdated documents and information in spreadsheets and scanned PDFs make business use harder.
TLDR
VentureBeat describes a RAG demo that searches company documents and passes relevant passages to a large language model to answer questions, often with citations. It argues that making the system reliable for business is harder when documents conflict or are outdated, and useful information sits in spreadsheets or scanned PDFs.
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