NexCommand AI
RAG AI & Source Verification
Understand retrieval-augmented generation, source verification, fine-tuning and the role of evidence in operational AI.
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Frequently asked questions.
Does RAG eliminate incorrect AI answers?
No. Retrieval can improve grounding, but source selection, incomplete evidence and model interpretation still require evaluation and review. Citations help the user inspect the basis of an answer; they do not make every conclusion correct.
Can RAG AI run on premise?
A RAG workflow can be designed for customer-controlled infrastructure. The actual deployment depends on model capacity, document processing, identity, storage, connectivity and the accepted operating scope.
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