Tag Archives: vLLM

Production-Ready RAG: Architecting the Enterprise Knowledge Engine

By | September 27, 2026

1. Introduction: The Shift from Demo to Deployment The rapid proliferation of local inference tools like Ollama has made it possible for any developer to stand up a “naive RAG” (Retrieval-Augmented Generation) demo in minutes. However, in the enterprise, the distance between a functional demo and a production-grade Knowledge Engine is measured in architectural reliability.… Read More »