•1 min read•from Analytics Vidhya
Fine-Tuning vs RAG vs Prompt Engineering
AI demos often look impressive, delivering fast responses, polished communication, and strong performance in controlled environments. But once real users interact with the system, issues surface like hallucinations, inconsistent tone, and answers that should never be given. What seemed ready for production quickly creates friction and exposes the gap between demo success and real-world reliability. […]
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