Overview
Discover the journey of building an enterprise-grade generative AI application in this comprehensive talk. Learn to rapidly prototype AI applications using Podman AI Lab, enhance large language models (LLMs) with retrieval-augmented generation (RAG), and deploy scalable, secure solutions on Red Hat OpenShift AI. Gain practical insights into overcoming common AI adoption challenges, including data privacy, scalability, and integration with existing systems. Explore the steps needed to transition from local experimentation to production-ready generative AI solutions, utilizing open source technologies for deployment, serving, and integration into enterprise applications.
Syllabus
From Podman AI Lab to production: Implementing enterprise-ready generative AI
Taught by
Red Hat Developer