diff --git a/helm/cam/.gitignore b/helm/cam/.gitignore
new file mode 100644
index 0000000..bacdc8e
--- /dev/null
+++ b/helm/cam/.gitignore
@@ -0,0 +1,3 @@
+**/requirements.lock
+**/requirements.yaml.bak
+**/*.tgz
diff --git a/helm/cam/.helmignore b/helm/cam/.helmignore
new file mode 100644
index 0000000..0e8a0eb
--- /dev/null
+++ b/helm/cam/.helmignore
@@ -0,0 +1,23 @@
+# Patterns to ignore when building packages.
+# This supports shell glob matching, relative path matching, and
+# negation (prefixed with !). Only one pattern per line.
+.DS_Store
+# Common VCS dirs
+.git/
+.gitignore
+.bzr/
+.bzrignore
+.hg/
+.hgignore
+.svn/
+# Common backup files
+*.swp
+*.bak
+*.tmp
+*.orig
+*~
+# Various IDEs
+.project
+.idea/
+*.tmproj
+.vscode/
diff --git a/helm/cam/Chart.yaml b/helm/cam/Chart.yaml
new file mode 100644
index 0000000..4c584ad
--- /dev/null
+++ b/helm/cam/Chart.yaml
@@ -0,0 +1,21 @@
+apiVersion: v2
+name: cam
+description: "CAM: The Comparative Argument Machine"
+type: application
+home: https://demo.webis.de/cam/
+sources:
+- https://github.com/webis-de/cam
+icon: https://assets.webis.de/img/webis-logo-gray.svg
+maintainers: # (optional)
+- name: Jan Heinrich Reimer
+  email: jan.reimer@student.uni-halle.de
+- name: Alexander Bondarenko
+  email: alexander.bondarenko@informatik.uni-halle.de
+
+# This is the version number of the application being deployed. This version number should be
+# incremented each time you make changes to the application.
+appVersion: 0.1.0
+
+# This is the chart version. This version number should be incremented each time you make changes
+# to the chart and its templates, including the app version.
+version: 0.1.0
diff --git a/helm/cam/README.md b/helm/cam/README.md
new file mode 100644
index 0000000..e7b47d0
--- /dev/null
+++ b/helm/cam/README.md
@@ -0,0 +1,3 @@
+# CAM: The Comparative Argument Machine
+
+Helm chart for installing CAM on a Kubernetes cluster.
diff --git a/helm/cam/templates/NOTES.txt b/helm/cam/templates/NOTES.txt
new file mode 100644
index 0000000..526d77c
--- /dev/null
+++ b/helm/cam/templates/NOTES.txt
@@ -0,0 +1,4 @@
+# TODO: Add instructions on how to get service IP addresses.
+
+# You may overwrite the `{{ .Release.Name }}-elasticsearch-login` secret:
+kubectl create secret generic {{ .Release.Name }}-elasticsearch-login --from-literal=username=USERNAME --from-literal=password=PASSWORD
\ No newline at end of file
diff --git a/helm/cam/templates/backend-config-map.yml b/helm/cam/templates/backend-config-map.yml
new file mode 100644
index 0000000..0af217c
--- /dev/null
+++ b/helm/cam/templates/backend-config-map.yml
@@ -0,0 +1,14 @@
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: {{ .Release.Name }}-backend-config-map
+data:
+  config.json: |
+    {
+      "use_heuristics": {{ .Values.backend.useHeuristics }},
+      "elasticsearch": {
+        "url": "https://{{ .Values.elasticsearch.host }}:{{ .Values.elasticsearch.port }}",
+        "index_arguments": "{{ .Values.elasticsearch.indices.arguments }}"
+        "index_suggestions": "{{ .Values.elasticsearch.indices.suggestions }}"
+      }
+    }
diff --git a/helm/cam/templates/backend-deployment.yml b/helm/cam/templates/backend-deployment.yml
new file mode 100644
index 0000000..b580b80
--- /dev/null
+++ b/helm/cam/templates/backend-deployment.yml
@@ -0,0 +1,54 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  labels:
+    app: {{ .Release.Name }}-backend
+  name: {{ .Release.Name }}-backend
+spec:
+  selector:
+    matchLabels:
+      app: {{ .Release.Name }}-backend
+  replicas: {{ .Values.backend.replicas }}
+  template:
+    metadata:
+      labels:
+        app: {{ .Release.Name }}-backend
+    spec:
+      containers:
+      - name: {{ .Release.Name }}-backend
+        image: {{ .Values.backend.image }}
+        resources:
+          requests:
+            memory: 15Gi
+        env:
+        - name: ES_USERNAME
+          valueFrom:
+            secretKeyRef:
+              name: {{ .Release.Name }}-elasticsearch-login
+              key: username
+        - name: ES_PASSWORD
+          valueFrom:
+            secretKeyRef:
+              name: {{ .Release.Name }}-elasticsearch-login
+              key: password
+        volumeMounts:
+        - name: {{ .Release.Name }}-backend-models
+          mountPath: /app/data/glove.840B.300d.txt
+          subPath: glove.840B.300d.txt
+          readOnly: true
+        - name: {{ .Release.Name }}-backend-models
+          mountPath: /app/data/infersent.allnli.pickle
+          subPath: infersent.allnli.pickle
+          readOnly: true
+        - name: {{ .Release.Name }}-backend-config
+          mountPath: /app/config.json
+          subPath: config.json
+      restartPolicy: Always
+      volumes:
+      - name: {{ .Release.Name }}-backend-models
+        hostPath:
+          path: {{ .Values.backend.modelsPath }}
+          type: Directory
+      - name: {{ .Release.Name }}-backend-config
+        configMap:
+          name: {{ .Release.Name }}-backend-config-map
diff --git a/helm/cam/templates/backend-service.yml b/helm/cam/templates/backend-service.yml
new file mode 100644
index 0000000..b42a236
--- /dev/null
+++ b/helm/cam/templates/backend-service.yml
@@ -0,0 +1,12 @@
+apiVersion: v1
+kind: Service
+metadata:
+  name: {{ .Release.Name }}-backend
+spec:
+  type: NodePort
+  selector:
+    app: {{ .Release.Name }}-backend
+  ports:
+  - nodePort: {{ .Values.backend.port }}
+    port: 5000
+    targetPort: 5000
diff --git a/helm/cam/templates/elasticsearch-login.yaml b/helm/cam/templates/elasticsearch-login.yaml
new file mode 100644
index 0000000..19222ea
--- /dev/null
+++ b/helm/cam/templates/elasticsearch-login.yaml
@@ -0,0 +1,8 @@
+apiVersion: v1
+kind: Secret
+metadata:
+  name: {{ .Release.Name }}-elasticsearch-login
+type: Opaque
+data:
+  username: {{ b64enc .Values.elasticsearch.username }}
+  password: {{ b64enc .Values.elasticsearch.password }}
\ No newline at end of file
diff --git a/helm/cam/templates/frontend-config-map.yml b/helm/cam/templates/frontend-config-map.yml
new file mode 100644
index 0000000..5bcd3b7
--- /dev/null
+++ b/helm/cam/templates/frontend-config-map.yml
@@ -0,0 +1,11 @@
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: {{ .Release.Name }}-frontend-config-map
+data:
+  environment.ts: |
+    export const environment = {
+      production: true,
+      apiUrl: '{{ .Values.backend.url }}cam',
+      suggestionsElasticsearchUrl: '{{ .Values.backend.url }}suggestions'
+    };
diff --git a/helm/cam/templates/frontend-deployment.yml b/helm/cam/templates/frontend-deployment.yml
new file mode 100644
index 0000000..acc094b
--- /dev/null
+++ b/helm/cam/templates/frontend-deployment.yml
@@ -0,0 +1,28 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  labels:
+    service: {{ .Release.Name }}-frontend
+  name: {{ .Release.Name }}-frontend
+spec:
+  selector:
+    matchLabels:
+      app: {{ .Release.Name }}-frontend
+  replicas: {{ .Values.frontend.replicas }}
+  template:
+    metadata:
+      labels:
+        app: {{ .Release.Name }}-frontend
+    spec:
+      containers:
+      - name: {{ .Release.Name }}-frontend
+        image: {{ .Values.frontend.image }}
+        volumeMounts:
+        - name: {{ .Release.Name }}-frontend-config
+          mountPath: /usr/src/app/src/environments/environment.ts
+          subPath: environment.ts
+      restartPolicy: Always
+      volumes:
+      - name: {{ .Release.Name }}-frontend-config
+        configMap:
+          name: {{ .Release.Name }}-frontend-config-map
\ No newline at end of file
diff --git a/helm/cam/templates/frontend-service.yml b/helm/cam/templates/frontend-service.yml
new file mode 100644
index 0000000..5d9243b
--- /dev/null
+++ b/helm/cam/templates/frontend-service.yml
@@ -0,0 +1,12 @@
+apiVersion: v1
+kind: Service
+metadata:
+  name: {{ .Release.Name }}-frontend
+spec:
+  type: NodePort
+  selector:
+    app: {{ .Release.Name }}-frontend
+  ports:
+  - nodePort: {{ .Values.frontend.port }}
+    port: 4200
+    targetPort: 4200
diff --git a/helm/cam/todo.md b/helm/cam/todo.md
new file mode 100644
index 0000000..8bd6efa
--- /dev/null
+++ b/helm/cam/todo.md
@@ -0,0 +1,8 @@
+# ToDo's for Kubernetes/Helm deployment
+
+- [x] Fix Docker images locally.
+    - [x] Frontend
+    - [x] Backend
+- [x] Publish Docker images (e.g. to the [GitHub Package registry](https://github.com/features/packages) or [Docker Hub](https://hub.docker.com)).
+- [ ] Improve Kubernetes configurability
+- [ ] Setup [GitHub Actions](https://github.com/features/actions) for automatic deployments.
\ No newline at end of file
diff --git a/helm/cam/values.yaml b/helm/cam/values.yaml
new file mode 100644
index 0000000..aae1543
--- /dev/null
+++ b/helm/cam/values.yaml
@@ -0,0 +1,27 @@
+# Default values for CAM.
+# This is a YAML-formatted file.
+# Declare variables to be passed into your templates.
+
+frontend:
+#  url: https://demo.webis.de/cam/
+  port: 30294
+  image: webis/cam-frontend:0.1.3
+  replicas: 3
+
+backend:
+  url: https://demo.webis.de/cam-api/
+  port: 30293
+  image: webis/cam-backend:0.1.3
+  replicas: 3
+  # Paths of models on each host's file system.
+  modelsPath: /mnt/ceph/storage/data-in-progress/cam/models/
+  useHeuristics: true
+
+elasticsearch:
+  host: betaweb001.bw.webis.de
+  port: 30920
+  username: "" # Override username with `--set elasticsearch.username=EXAMPLE` Helm option.
+  password: "" # Override username with `--set elasticsearch.password=EXAMPLE` Helm option.
+  indices:
+    arguments: depcc
+    suggestions: suggestions-index
diff --git a/helm/deploy.sh b/helm/deploy.sh
new file mode 100644
index 0000000..8decbc6
--- /dev/null
+++ b/helm/deploy.sh
@@ -0,0 +1,7 @@
+#!/bin/bash
+
+# Print Helm template.
+helm template cam cam --set elasticsearch.username=reader --set elasticsearch.password=reader
+
+# Install Helm chart.
+helm install cam cam --set elasticsearch.username=reader --set elasticsearch.password=reader