MLOps for GenAI Applications - MLOps Podcast #256

Dive into a comprehensive podcast episode exploring MLOps for Generative AI applications with Harcharan Kabbay, Lead Machine Learning Engineer at World Wide Technology. Gain insights into the Retrieval-Augmented Generation (RAG) framework and its integration with MLOps best practices. Learn about automating platform provisioning, application design principles, and the use of Kubernetes in AI systems. Discover strategies for reducing development time, enhancing security, and implementing effective monitoring in AI applications. Explore topics such as CI/CD pipelines, version control, and automated deployment processes for maintaining agility and efficiency in AI projects. Benefit from Kabbay's expertise in MLOps, DevOps, and automation as he shares valuable insights on building scalable, automated AI systems and integrating RAG-based applications into production environments.