---
apiVersion: apps/v1
kind: Deployment
metadata:
  name: embeddings-ui
  namespace: ai-ml
  labels:
    app: embeddings
    component: demo-ui
spec:
  replicas: 1
  selector:
    matchLabels:
      app: embeddings
  template:
    metadata:
      labels:
        app: embeddings
        component: demo-ui
    spec:
      containers:
        - name: gradio
          image: ghcr.io/billy-davies-2/llm-apps:v2-202601271655
          imagePullPolicy: Always
          command: ["python", "embeddings.py"]
          ports:
            - containerPort: 7860
              name: http
              protocol: TCP
          env:
            - name: EMBEDDINGS_URL
              # Ray Serve endpoint - routes to /embeddings prefix
              value: "http://ai-inference-serve-svc.ai-ml.svc.cluster.local:8000/embeddings"
            - name: MLFLOW_TRACKING_URI
              value: "http://mlflow.mlflow.svc.cluster.local:80"
          resources:
            requests:
              cpu: "100m"
              memory: "256Mi"
            limits:
              cpu: "500m"
              memory: "512Mi"
          livenessProbe:
            httpGet:
              path: /
              port: 7860
            initialDelaySeconds: 10
            periodSeconds: 30
          readinessProbe:
            httpGet:
              path: /
              port: 7860
            initialDelaySeconds: 5
            periodSeconds: 10
      imagePullSecrets:
        - name: ghcr-registry
---
apiVersion: v1
kind: Service
metadata:
  name: embeddings-ui
  namespace: ai-ml
  labels:
    app: embeddings
spec:
  type: ClusterIP
  ports:
    - port: 80
      targetPort: 7860
      protocol: TCP
      name: http
  selector:
    app: embeddings
---
apiVersion: gateway.networking.k8s.io/v1
kind: HTTPRoute
metadata:
  name: embeddings-ui
  namespace: ai-ml
  annotations:
    external-dns.alpha.kubernetes.io/hostname: embeddings-ui.lab.daviestechlabs.io
spec:
  parentRefs:
    - name: envoy-internal
      namespace: network
      sectionName: https-lab
  hostnames:
    - embeddings-ui.lab.daviestechlabs.io
  rules:
    - matches:
        - path:
            type: PathPrefix
            value: /
      backendRefs:
        - name: embeddings-ui
          port: 80