kuberay

Community

Deploy and manage Ray on Kubernetes with KubeRay.

Authortylertitsworth
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Simplifies deploying and orchestrating distributed Ray workloads on Kubernetes by providing a dedicated operator and CRDs.

Core Features & Use Cases

  • Create and manage RayCluster, RayJob, and RayService resources with CRDs.
  • Enable autoscaling, TLS authentication, GCS fault tolerance, and multi-tenant deployments.
  • Integrate with Kueue for queue-based scheduling and offer robust observability via dashboards and metrics.

Quick Start

Install the KubeRay operator and apply a RayCluster manifest to launch a head and workers.

Dependency Matrix

Required Modules

None required

Components

references

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: kuberay
Download link: https://github.com/tylertitsworth/skills/archive/main.zip#kuberay

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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