apiVersion: helm.toolkit.fluxcd.io/v2
kind: HelmRelease
metadata:
  name: immich-ml
  namespace: photo
spec:
  interval: 30m
  chartRef:
    kind: OCIRepository
    name: immich
  driftDetection:
    mode: enabled
  values:
    controllers:
      ml:
        containers:
          app:
            # CPU-only: hardware-accelerated tags (-openvino, -cuda, etc)
            # need specific host devices (e.g. /dev/dri) that aren't set up
            # on these nodes. Switch tags later if that changes.
            image:
              # pinned to match immich-server's version (see
              # helmrelease-server.yaml) - server and ML communicate over
              # an internal API contract that isn't guaranteed compatible
              # across versions.
              repository: ghcr.io/immich-app/immich-machine-learning
              tag: v2.7.5
            env:
              TZ: Europe/Moscow
            resources:
              requests:
                cpu: 500m
                memory: 512Mi
              limits:
                memory: 4Gi

    service:
      app:
        controller: ml
        ports:
          http:
            port: 3003

    persistence:
      # caches downloaded ML models so they survive pod restarts instead of
      # re-downloading (a few hundred MB) every time.
      cache:
        type: persistentVolumeClaim
        accessMode: ReadWriteOnce
        size: 10Gi
        storageClass: longhorn-single-replica
        retain: true
        globalMounts:
          - path: /cache