AET-DevOps25 · ArmanpreetGhotra · Jul 14, 2025 · Jul 14, 2025 · Jul 14, 2025 · Jul 14, 2025
diff --git a/.github/workflows/deploy-to-k8s.yml b/.github/workflows/deploy-to-k8s.yml
@@ -59,8 +59,7 @@ jobs:
             BRANCH_SAFE=${BRANCH//\//-}
             echo "tag=$BRANCH_SAFE" >> $GITHUB_OUTPUT
             echo "api_url=https://$BRANCH_SAFE.api.whiteboard.student.k8s.aet.cit.tum.de" >> $GITHUB_OUTPUT
-            echo "base_url=https://$BRANCH_SAFE.whiteboard.student.k8s.aet.cit.tum.de" >> $GITHUB_OUTPUT
-
+            echo "base_url=https://$BRANCH_SAFE.whiteboard.student.k8s.aet.cit.tum.de" >> $GITHUB_OUTPUT  
             echo "genai_url=https://$BRANCH_SAFE.genai.whiteboard.student.k8s.aet.cit.tum.de" >> $GITHUB_OUTPUT
           fi
 
@@ -141,15 +140,55 @@ jobs:
           build-args: API_URL=${{ needs.setup.outputs.api_url }}
           platforms: linux/amd64
 
+  build-genai:
+    needs: setup
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v3
+        with:
+          fetch-depth: 0
+          ref: ${{ needs.setup.outputs.merge_commit || github.sha }}
+
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v2
+
+      - name: Log in to GHCR
+        uses: docker/login-action@v2
+        with:
+          registry: ghcr.io
+          username: ${{ github.actor }}
+          password: ${{ secrets.GITHUB_TOKEN }}
+
+      - name: Cache Docker layers
+        uses: actions/cache@v3
+        with:
+          path: /tmp/.buildx-cache-genai
+          key: ${{ runner.os }}-genai-${{ github.sha }}
+          restore-keys: |
+            ${{ runner.os }}-genai-
+
+      - name: Build and push genai image
+        uses: docker/build-push-action@v3
+        with:
+          context: ./genai
+          file: ./genai/Dockerfile
+          push: true
+          tags: ghcr.io/${{ needs.setup.outputs.repo }}/genai:${{ needs.setup.outputs.tag }}
+          build-args: API_URL=${{ needs.setup.outputs.api_url }}
+          platforms: linux/amd64
+
+
   deploy:
     needs:
       - build-client
       - build-server
+      - build-genai
     runs-on: ubuntu-latest
     outputs:
       client_url: ${{ steps.set-vars.outputs.CLIENT_URL }}
       server_url: ${{ steps.set-vars.outputs.SERVER_URL }}
       auth_url: ${{ steps.set-vars.outputs.AUTH_URL }}
+      genai_url: ${{ steps.set-vars.outputs.GENAI_URL }}
     steps:
       - name: Checkout repository
         uses: actions/checkout@v3
@@ -165,13 +204,15 @@ jobs:
             CLIENT_URL=whiteboard.student.k8s.aet.cit.tum.de
             SERVER_URL=api.whiteboard.student.k8s.aet.cit.tum.de
             AUTH_URL=auth.whiteboard.student.k8s.aet.cit.tum.de
+            GENAI_URL=genai.whiteboard.student.k8s.aet.cit.tum.de
             echo "NAMESPACE=production" >> $GITHUB_ENV
             echo "IMAGE_TAG=latest" >> $GITHUB_ENV
             echo "VALUES_FILE=./infrastructure/whiteboard-app/production.values.yaml" >> $GITHUB_ENV
           elif [[ "$BRANCH" == "develop" ]]; then
             CLIENT_URL=staging.whiteboard.student.k8s.aet.cit.tum.de
             SERVER_URL=staging.api.whiteboard.student.k8s.aet.cit.tum.de
             AUTH_URL=staging.auth.whiteboard.student.k8s.aet.cit.tum.de
+            GENAI_URL=staging.genai.whiteboard.student.k8s.aet.cit.tum.de
             echo "NAMESPACE=staging" >> $GITHUB_ENV
             echo "IMAGE_TAG=develop" >> $GITHUB_ENV
             echo "VALUES_FILE=./infrastructure/whiteboard-app/staging.values.yaml" >> $GITHUB_ENV
@@ -180,6 +221,7 @@ jobs:
             CLIENT_URL=$BRANCH_SAFE.whiteboard.student.k8s.aet.cit.tum.de
             SERVER_URL=$BRANCH_SAFE.api.whiteboard.student.k8s.aet.cit.tum.de
             AUTH_URL=$BRANCH_SAFE.auth.whiteboard.student.k8s.aet.cit.tum.de
+            GENAI_URL=$BRANCH_SAFE.genai.whiteboard.student.k8s.aet.cit.tum.de
             echo "NAMESPACE=$BRANCH_SAFE" >> $GITHUB_ENV
             echo "IMAGE_TAG=$BRANCH_SAFE" >> $GITHUB_ENV
             echo "VALUES_FILE=./infrastructure/whiteboard-app/pullrequest.values.yaml" >> $GITHUB_ENV
@@ -188,10 +230,13 @@ jobs:
           echo "CLIENT_URL=$CLIENT_URL" >> $GITHUB_ENV
           echo "SERVER_URL=$SERVER_URL" >> $GITHUB_ENV
           echo "AUTH_URL=$AUTH_URL" >> $GITHUB_ENV
+          echo "GENAI_URL=$GENAI_URL" >> $GITHUB_ENV
+          echo "OPEN_WEB_UI_API_KEY=${{ secrets.OPEN_WEB_UI_API_KEY }}" >> $GITHUB_ENV
 
           echo "CLIENT_URL=$CLIENT_URL" >> $GITHUB_OUTPUT
           echo "SERVER_URL=$SERVER_URL" >> $GITHUB_OUTPUT
           echo "AUTH_URL=$AUTH_URL" >> $GITHUB_OUTPUT
+          echo "GENAI_URL=$GENAI_URL" >> $GITHUB_OUTPUT
 
       - name: Set up Kubeconfig
         run: |
@@ -230,9 +275,12 @@ jobs:
             --set namespace="${{ env.NAMESPACE }}" \
             --set server.image.tag="${{ env.IMAGE_TAG }}" \
             --set client.image.tag="${{ env.IMAGE_TAG }}" \
+            --set genai.image.tag="${{ env.IMAGE_TAG }}" \
             --set client.url="${{ env.CLIENT_URL }}" \
             --set server.url="${{ env.SERVER_URL }}" \
-            --set auth.url="${{ env.AUTH_URL }}"
+            --set auth.url="${{ env.AUTH_URL }}" \
+            --set genai.url="${{ env.GENAI_URL }}" \
+            --set genai.apiKey="${{ env.OPEN_WEB_UI_API_KEY }}" \
 
   comment-pr:
     needs: deploy
@@ -242,6 +290,7 @@ jobs:
       CLIENT_URL: ${{ needs.deploy.outputs.client_url }}
       SERVER_URL: ${{ needs.deploy.outputs.server_url }}
       AUTH_URL: ${{ needs.deploy.outputs.auth_url }}
+      GENAI_URL: ${{ needs.deploy.outputs.genai_url }}
     steps:
       - name: Comment on Pull Request with URLs
         uses: actions/github-script@v6
@@ -252,6 +301,7 @@ jobs:
             const clientUrl = `https://${process.env.CLIENT_URL}`;
             const serverUrl = `https://${process.env.SERVER_URL}`;
             const authUrl = `https://${process.env.AUTH_URL}`;
+            const genaiUrl = `https://${process.env.GENAI_URL}`;
 
             // Check existing comments to avoid duplicates
             const { data: comments } = await github.rest.issues.listComments({
@@ -269,6 +319,7 @@ jobs:
             - **Client:** [${clientUrl}](${clientUrl})
             - **Server:** [${serverUrl}/swagger-ui/index.html](${serverUrl}/swagger-ui/index.html)
             - **Keycloak:** [${authUrl}](${authUrl})
+            - **GenAI:** [${genaiUrl}/docs](${genaiUrl}/docs)
             `;
 
             await github.rest.issues.createComment({

diff --git a/compose.yml b/compose.yml
@@ -117,9 +117,6 @@ services:
     ports:
       - "8000:8000"
     environment:
-      DB_HOST: ${DB_HOST:-weaviate}
-      DB_PORT: ${DB_PORT:-9090}
-      DB_GRPC_PORT: ${DB_GRPC_PORT:-50051}
       OPEN_WEB_UI_API_KEY: ${OPEN_WEB_UI_API_KEY}
       SERVER_URL: ${SERVER_URL:-http://localhost:9091}
       CLIENT_URL: ${CLIENT_URL:-http://localhost:3000}

diff --git a/infrastructure/whiteboard-app/production.values.yaml b/infrastructure/whiteboard-app/production.values.yaml
@@ -100,6 +100,28 @@ keycloak:
     - name: realm-export
       mountPath: /opt/bitnami/keycloak/data/import
 
+genai:
+  image:
+    repository: ghcr.io/aet-devops25/team-server-down/genai   
+    tag: latest
+    pullPolicy: Always  
+  service:
+    type: ClusterIP 
+    port: 8000
+    targetPort: 8000
+  replicaCount: 1
+  env:
+    - name: OPEN_WEB_UI_API_KEY
+      value: '{{ .Values.genai.apiKey }}'
+    - name: API_URL
+      value: https://gpu.aet.cit.tum.de/api/chat/completions
+    - name: SERVER_URL
+      value: https://api.whiteboard.student.k8s.aet.cit.tum.de
+    - name: CLIENT_URL
+      value: https://whiteboard.student.k8s.aet.cit.tum.de
+    - name: GENAI_URL
+      value: https://genai.whiteboard.student.k8s.aet.cit.tum
+
 ingress:
   enabled: true
   className: "nginx"
@@ -113,6 +135,7 @@ ingress:
       - "whiteboard.student.k8s.aet.cit.tum.de"
       - "api.whiteboard.student.k8s.aet.cit.tum.de"
       - "auth.whiteboard.student.k8s.aet.cit.tum.de"
+      - "genai.whiteboard.student.k8s.aet.cit.tum.de"
     secretName: "whiteboard-devops25-tls"
   rules:
     - host: "whiteboard.student.k8s.aet.cit.tum.de"
@@ -138,4 +161,12 @@ ingress:
           service:
             name: '{{ printf "%s-keycloak" .Release.Name }}'
             port:
-              number: 80
+              number: 80
+    - host: "genai.whiteboard.student.k8s.aet.cit.tum.de"
+      paths:  
+        - path: /
+          pathType: Prefix
+          service:
+            name: '{{ printf "%s-genai" .Release.Name }}'
+            port:
+              number: 8000
diff --git a/infrastructure/whiteboard-app/pullrequest.values.yaml b/infrastructure/whiteboard-app/pullrequest.values.yaml
@@ -100,6 +100,27 @@ keycloak:
     - name: realm-export
       mountPath: /opt/bitnami/keycloak/data/import
 
+genai:
+  image:
+    repository: ghcr.io/aet-devops25/team-server-down/genai
+    tag: ""
+    pullPolicy: Always
+  service:
+    type: ClusterIP
+    port: 8000
+    targetPort: 8000
+  env:
+    - name: OPEN_WEB_UI_API_KEY
+      value: '{{ .Values.genai.apiKey }}'
+    - name: SERVER_URL
+      value: 'https://{{ .Values.server.url }}'
+    - name: CLIENT_URL
+      value: 'https://{{ .Values.client.url }}'
+    - name: GENAI_URL
+      value: 'https://{{ .Values.genai.url }}'
+    - name: API_URL
+      value: 'https://gpu.aet.cit.tum.de/api/chat/completions'
+
 ingress:
   enabled: true
   className: "nginx"
@@ -113,6 +134,7 @@ ingress:
       - '{{ .Values.client.url }}'
       - '{{ .Values.server.url }}'
       - '{{ .Values.auth.url }}'
+      - '{{ .Values.genai.url }}'
     secretName: '{{ .Values.namespace }}-whiteboard-devops25-tls'
   rules:
     - host: '{{ .Values.client.url }}'
@@ -138,4 +160,12 @@ ingress:
           service:
             name: '{{ printf "%s-keycloak" .Release.Name }}'
             port:
-              number: 80
+              number: 80
+    - host: '{{ .Values.genai.url }}'
+      paths:  
+        - path: /
+          pathType: Prefix
+          service:
+            name: '{{ printf "%s-genai" .Release.Name }}'
+            port:
+              number: 8000
diff --git a/infrastructure/whiteboard-app/staging.values.yaml b/infrastructure/whiteboard-app/staging.values.yaml
@@ -100,6 +100,29 @@ keycloak:
     - name: realm-export
       mountPath: /opt/bitnami/keycloak/data/import
 
+  genai:
+    image:
+      repository: ghcr.io/aet-devops25/team-server-down/genai
+      tag: develop
+      pullPolicy: Always
+    service:
+      type: ClusterIP
+      port: 8000
+      targetPort: 8000
+    replicaCount: 1
+    env:
+      - name: OPEN_WEB_UI_API_KEY
+        value: '{{ .Values.genai.apiKey }}'
+      - name: API_URL
+        value: https://gpu.aet.cit.tum.de/api/chat/completions
+      - name: SERVER_URL
+        value: https://staging.api.whiteboard.student.k8s.aet.cit.tum.de
+      - name: CLIENT_URL
+        value: https://staging.whiteboard.student.k8s.aet.cit.tum
+      - name: GENAI_URL
+        value: https://staging.genai.whiteboard.student.k8s.aet.cit
+
+
 ingress:
   enabled: true
   className: "nginx"
@@ -113,6 +136,7 @@ ingress:
       - "staging.whiteboard.student.k8s.aet.cit.tum.de"
       - "staging.api.whiteboard.student.k8s.aet.cit.tum.de"
       - "staging.auth.whiteboard.student.k8s.aet.cit.tum.de"
+      - "staging.genai.whiteboard.student.k8s.aet.cit.tum.de"
     secretName: "staging-whiteboard-devops25-tls"
   rules:
     - host: "staging.whiteboard.student.k8s.aet.cit.tum.de"
@@ -138,4 +162,12 @@ ingress:
           service:
             name: '{{ printf "%s-keycloak" .Release.Name }}'
             port:
-              number: 80
+              number: 80
+    - host: "staging.genai.whiteboard.student.k8s.aet.cit.tum.de"
+      paths:  
+        - path: /
+          pathType: Prefix
+          service:
+            name: '{{ printf "%s-genai" .Release.Name }}'
+            port:
+              number: 8000
diff --git a/infrastructure/whiteboard-app/templates/genai-deployment.yaml b/infrastructure/whiteboard-app/templates/genai-deployment.yaml
@@ -0,0 +1,32 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: whiteboard-genai
+spec:
+  replicas: {{ .Values.genai.replicaCount }}
+  selector:
+    matchLabels:
+      app: whiteboard-genai-selector
+  template:
+    metadata:
+      labels:
+        app: whiteboard-genai-selector
+    spec:
+      containers:
+        - name: genai
+          image: "{{ .Values.genai.image.repository }}:{{ .Values.genai.image.tag }}"
+          imagePullPolicy: {{ .Values.genai.image.pullPolicy }}
+          resources:
+            limits:
+              cpu: "500m"
+              memory: "256Mi"
+            requests:
+              cpu: "50m"
+              memory: "50Mi"
+          ports:
+            - containerPort: {{ .Values.genai.service.targetPort }}
+          env:
+            {{- range .Values.genai.env }}
+              - name: {{ .name }}
+                value: {{ tpl .value $ | quote }}
+            {{- end }}
diff --git a/infrastructure/whiteboard-app/templates/genai-service.yaml b/infrastructure/whiteboard-app/templates/genai-service.yaml
@@ -0,0 +1,12 @@
+apiVersion: v1
+kind: Service
+metadata:
+  name: {{ .Release.Name }}-genai
+spec:
+  type: {{ .Values.genai.service.type }}
+  selector:
+    app: whiteboard-genai-selector
+  ports:
+    - port: {{ .Values.genai.service.port }}
+      targetPort: {{ .Values.genai.service.targetPort }}
+      protocol: TCP