Tutorial: Building Intelligent Apps with RAG on Kube... Cedric C, Natale V, Christopher N & Legare K

This session, titled "Building Intelligent Apps with RAG on Kubernetes: From Raw Data to Real-Time Insights," features speakers Cedric Clyburn, Natale Vinto, Christopher Nuland, and Legare Kerrison from Red Hat. The talk addresses the challenges developers face with messy, unstructured data and governance issues when creating intelligent applications using cloud-native AI. Attendees will learn how to structure unstructured data using open-source tools like Docling, and deploy scalable Retrieval-Augmented Generation applications utilizing Kubernetes-native technologies such as Kafka, Knative, and Kubeflow Pipelines. The session culminates in the development of a Kubernetes-native AI-powered ticketing system retriever that emphasizes data sovereignty and scalability.