This workshop provides a hands-on introduction to building AI-enhanced applications using a
combination of large language models, image processing, model deployment, and retrieval-augmented
generation (RAG) on Red Hat OpenShift AI.

AI promises innovation, automation, and transformation — but running it on-premises is often a very different story. Behind every successful deployment are countless challenges:
infrastructure limitations, security requirements, integration headaches, operational complexity,
and the constant battle between expectations and reality.