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Os4ML is designed as open source cloud-native application which runs on Kubernetes clusters. On the one hand it consists of a set of multiple python services using FastAPI and an Angular frontend. On the other hand it uses standard frameworks for common problems like Keycloak for authorization, Istio as ingress gateway, MinIO as high performance object storage and Kubeflow Pipelines as workflow engine. Thus, Os4ML benefits from the development performance of a strong open source community. This allows us to concentrate on high-level AI solutions.

Cluster Architecture