operator

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Published: May 24, 2024 License: Apache-2.0

README

Openshift and Kubernetes operator

The Operator installs and manages OpenVINO model servers in an OpenShift cluster and upstream Kubernetes. It enables inference execution at scale and exposes AI models via gRPC and REST API interfaces. The operator is using a model server helm chart which can be also used directly.

The Operator also integrates with the JupyterHub Spawner in Red Hat OpenShift Data Science and Open Data Hub. See detailed instructions below.

logos

Operator installation

Installing and managing OpenVINO model server via the operator

Model server parameters

Autoscalability

Performance tuning

OpenVINO notebook integration with RHODS

Notebook parameters

Helm chart

Contact

If you have a question, a feature request, or a bug report, feel free to submit a Github issue.

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Directories

Path Synopsis
cmd
pkg
helm/client
Package client provides helper functions for API clients used by the helm operator.
Package client provides helper functions for API clients used by the helm operator.
helm/controller
Package controller provides functions for creating and registering a Helm controller with a `controller-runtime` manager.
Package controller provides functions for creating and registering a Helm controller with a `controller-runtime` manager.
helm/internal/types
Package types contains types used by various components of the Helm operator
Package types contains types used by various components of the Helm operator
helm/release
Package release provides interfaces and default implementations for a Helm release manager, which is used by the Helm controller and reconciler to manage Helm releases in a cluster based on watched custom resources.
Package release provides interfaces and default implementations for a Helm release manager, which is used by the Helm controller and reconciler to manage Helm releases in a cluster based on watched custom resources.

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