```plaintext %% Ray Repository Structure (ADR-0024) %% Flowchart showing build and dynamic loading flow flowchart TB subgraph repos["πŸ“ Repositories"] direction LR kuberay["kuberay-images
🐳 Docker images
(infrequent updates)"] rayserve["ray-serve
πŸ“¦ PyPI package
(frequent updates)"] end subgraph ci["πŸ”§ CI/CD Pipelines"] direction LR build_images["Build Docker
nvidia, rdna2,
strixhalo, intel"] build_pypi["Build wheel
uv build"] end subgraph registries["πŸ“¦ Registries"] direction LR container_reg["🐳 Container Registry
registry.lab.daviestechlabs.io"] pypi_reg["πŸ“¦ PyPI Registry
git.daviestechlabs.io/pypi"] end subgraph ray["⚑ Ray Cluster"] direction TB head["🧠 Head Node"] workers["πŸ–₯️ Worker Nodes
(GPU-specific)"] subgraph runtime["πŸ”„ Runtime Loading"] pull_image["docker pull
ray-worker-*"] pip_install["pip install ray-serve
runtime_env"] end serve_apps["Ray Serve Apps
/llm, /whisper, etc."] end subgraph k8s["☸️ Kubernetes"] manifests["RayService CR
(homelab-k8s2)"] end %% Build flows kuberay --> build_images rayserve --> build_pypi build_images --> container_reg build_pypi --> pypi_reg %% Deployment flow manifests --> ray container_reg --> pull_image pull_image --> workers pypi_reg --> pip_install pip_install --> serve_apps classDef repo fill:#3498db,color:white classDef ci fill:#f39c12,color:black classDef registry fill:#9b59b6,color:white classDef ray fill:#27ae60,color:white classDef k8s fill:#e74c3c,color:white class kuberay,rayserve repo class build_images,build_pypi ci class container_reg,pypi_reg registry class head,workers,pull_image,pip_install,serve_apps ray class manifests k8s ```