Ofer Vectara

Building a production-ready Retrieval Augmented Generation (RAG) stack is significantly more complex than initial prototypes suggest. The talk highlights seven hidden costs and pitfalls associated with DIY RAG implementations, including response quality issues, latency, scaling expenses, security and compliance challenges, vendor management complexities, talent acquisition and retention difficulties, and multilingual support limitations.