From Podman AI Lab to production: Implementing enterprise-ready generative AI

As enterprises seek to utilize the power of generative AI, they often struggle with the transition from experimentation to production-ready solutions. This talk will guide you through the steps needed to build an enterprise-grade generative AI application, starting with local experimentation using Podman AI Lab and finishing in a scalable, secure deployment on Red Hat OpenShift AI.
You'll learn how to rapidly prototype AI applications from your local environment with Podman AI Lab, add knowledge and capabilities to a large language model (LLM) using retrieval-augmented generation (RAG), and use open source technologies on OpenShift AI to deploy, serve, and integrate generative AI into your application. Join us to gain practical insights into overcoming common challenges in AI adoption, including data privacy, scalability, and integration with existing systems.