Gen-AI at Scale: Simplifying Orchestration of Healthcare Applications Across Multi-Cluster Environments

Explore a conference talk on simplifying the orchestration of healthcare applications using Gen-AI at scale across multi-cluster environments. Discover how to seamlessly operate healthcare workloads using multi-cluster orchestration to deploy across a fleet of Kubernetes clusters. Learn about using Weaviate, a vector database with OpenAI LLM integrations, for storing, indexing, retrieving, and querying healthcare documents. Understand how KEDA, an event-based autoscaler, enables on-demand scaling and efficient cluster resource utilization. Witness demonstrations of day-0 and day-2 operations, including application and infrastructure deployment, data curation, and workload migration across clusters when new datasets become available. Gain insights into managing application workloads, infrastructure services, data pipelines, and datasets in a multi-cluster, multi-cloud environment to simplify operations and improve reliability in healthcare applications.