Initial TEI deployment for Clawdbot memory search

deployment.yaml

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+---
+apiVersion: v1
+kind: PersistentVolumeClaim
+metadata:
+  name: tei-model-cache
+spec:
+  accessModes:
+    - ReadWriteOnce
+  resources:
+    requests:
+      storage: 1Gi
+---
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: text-embeddings
+  labels:
+    app: text-embeddings
+spec:
+  replicas: 1
+  selector:
+    matchLabels:
+      app: text-embeddings
+  template:
+    metadata:
+      labels:
+        app: text-embeddings
+    spec:
+      containers:
+        - name: tei
+          image: ghcr.io/huggingface/text-embeddings-inference:cpu-1.5
+          args:
+            - --model-id
+            - sentence-transformers/all-MiniLM-L6-v2
+            - --port
+            - "8080"
+          ports:
+            - containerPort: 8080
+          resources:
+            requests:
+              memory: "512Mi"
+              cpu: "250m"
+            limits:
+              memory: "1Gi"
+              cpu: "1000m"
+          volumeMounts:
+            - name: model-cache
+              mountPath: /data
+          env:
+            - name: HF_HOME
+              value: /data
+          readinessProbe:
+            httpGet:
+              path: /health
+              port: 8080
+            initialDelaySeconds: 30
+            periodSeconds: 10
+          livenessProbe:
+            httpGet:
+              path: /health
+              port: 8080
+            initialDelaySeconds: 60
+            periodSeconds: 30
+      volumes:
+        - name: model-cache
+          persistentVolumeClaim:
+            claimName: tei-model-cache
+---
+apiVersion: v1
+kind: Service
+metadata:
+  name: text-embeddings
+spec:
+  selector:
+    app: text-embeddings
+  ports:
+    - port: 8080
+      targetPort: 8080