Bridging the Gap: Moving RAG Systems from Proof-of-Concept to Production

The journey from a promising proof-of-concept (POC) to a robust production-ready Retrieval-Augmented Generation (RAG) system is fraught with challenges that many organizations underestimate. While experimental implementations abound in controlled environments, scaling these solutions for real-world deployment requires specialized knowledge and careful planning. The Promise and Pitfalls of RAG RAG has quickly gained traction as a…