Verify exact production traces and record rollout
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@@ -0,0 +1,107 @@
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apiVersion: v1
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kind: ConfigMap
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metadata:
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name: {{ include "medical-chatbot.fullname" . }}-ai-service
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labels:
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{{- include "medical-chatbot.labels" . | nindent 4 }}
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data:
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ENVIRONMENT: {{ .Values.global.environment | quote }}
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QDRANT_URL: {{ default (printf "http://%s-qdrant:6333" (include "medical-chatbot.fullname" .)) .Values.qdrant.url | quote }}
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QDRANT_COLLECTION: {{ .Values.aiService.config.qdrantCollection | quote }}
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EMBEDDING_PROVIDER: {{ .Values.aiService.config.embeddingProvider | quote }}
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ANSWER_PROVIDER: {{ .Values.aiService.config.answerProvider | quote }}
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ANSWER_MODEL_ID: {{ .Values.aiService.config.answerModelId | quote }}
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METRICS_ENABLED: {{ .Values.aiService.config.metricsEnabled | quote }}
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OTEL_ENABLED: {{ and .Values.observability.enabled .Values.aiService.config.otelEnabled | quote }}
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OTEL_SERVICE_NAME: ai-service
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OTEL_EXPORTER_OTLP_ENDPOINT: {{ printf "http://%s-otel-collector:4318/v1/traces" (include "medical-chatbot.fullname" .) | quote }}
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OTEL_SAMPLE_RATIO: {{ .Values.aiService.config.otelSampleRatio | quote }}
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MAX_WALL_CLOCK_MS: {{ .Values.aiService.config.maxWallClockMs | quote }}
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MAX_LLM_CALLS_PER_TURN: {{ .Values.aiService.config.maxLlmCallsPerTurn | quote }}
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---
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apiVersion: apps/v1
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kind: Deployment
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metadata:
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name: {{ include "medical-chatbot.fullname" . }}-ai-service
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labels:
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{{- include "medical-chatbot.labels" . | nindent 4 }}
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app.kubernetes.io/component: ai-service
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spec:
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replicas: {{ .Values.aiService.replicaCount }}
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selector:
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matchLabels:
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app.kubernetes.io/instance: {{ .Release.Name }}
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app.kubernetes.io/component: ai-service
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template:
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metadata:
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labels:
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app.kubernetes.io/instance: {{ .Release.Name }}
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app.kubernetes.io/component: ai-service
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annotations:
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prometheus.io/scrape: "true"
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prometheus.io/path: /metrics
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prometheus.io/port: "8000"
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spec:
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serviceAccountName: {{ include "medical-chatbot.serviceAccountName" . }}
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imagePullSecrets:
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{{- toYaml .Values.global.imagePullSecrets | nindent 8 }}
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{{- if .Values.aiService.migration.enabled }}
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initContainers:
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- name: migrate
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image: "{{ .Values.aiService.image.repository }}:{{ .Values.aiService.image.tag }}"
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imagePullPolicy: {{ .Values.aiService.image.pullPolicy }}
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command: ["python", "migrate.py"]
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envFrom:
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- configMapRef: { name: {{ include "medical-chatbot.fullname" . }}-ai-service }
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env:
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- name: POSTGRES_DSN
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valueFrom:
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secretKeyRef:
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name: {{ include "medical-chatbot.secretName" . }}
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key: postgres-dsn
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{{- end }}
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containers:
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- name: ai-service
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image: "{{ .Values.aiService.image.repository }}:{{ .Values.aiService.image.tag }}"
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imagePullPolicy: {{ .Values.aiService.image.pullPolicy }}
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ports:
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- { name: http, containerPort: 8000 }
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envFrom:
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- configMapRef: { name: {{ include "medical-chatbot.fullname" . }}-ai-service }
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env:
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- name: POSTGRES_DSN
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valueFrom:
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secretKeyRef:
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name: {{ include "medical-chatbot.secretName" . }}
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key: postgres-dsn
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readinessProbe:
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httpGet: { path: /ready, port: http }
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initialDelaySeconds: 5
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periodSeconds: 10
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livenessProbe:
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httpGet: { path: /health, port: http }
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initialDelaySeconds: 15
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periodSeconds: 20
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startupProbe:
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httpGet: { path: /health, port: http }
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failureThreshold: 30
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periodSeconds: 5
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resources:
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{{- toYaml .Values.aiService.resources | nindent 12 }}
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---
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apiVersion: v1
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kind: Service
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metadata:
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name: {{ include "medical-chatbot.fullname" . }}-ai-service
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labels:
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{{- include "medical-chatbot.labels" . | nindent 4 }}
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app.kubernetes.io/component: ai-service
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spec:
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type: {{ .Values.aiService.service.type }}
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selector:
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app.kubernetes.io/instance: {{ .Release.Name }}
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app.kubernetes.io/component: ai-service
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ports:
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- name: http
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port: {{ .Values.aiService.service.port }}
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targetPort: http
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