diff --git a/rasa-model-server/templates/service.yaml b/rasa-model-server/templates/service.yaml
new file mode 100644
index 0000000..56e85d2
--- /dev/null
+++ b/rasa-model-server/templates/service.yaml
@@ -0,0 +1,20 @@
+# SPDX-FileCopyrightText: 2022-present Open Networking Foundation <info@opennetworking.org>
+#
+# SPDX-License-Identifier: LicenseRef-ONF-Member-Only-1.0
+apiVersion: v1
+kind: Service
+metadata:
+  name: {{ template "rasa-model-server.fullname" . }}
+  labels:
+    app: {{ template "rasa-model-server.fullname" . }}
+    chart: "{{ .Chart.Name }}-{{ .Chart.Version }}"
+    release: "{{ .Release.Name }}"
+    heritage: "{{ .Release.Service }}"
+    {{- include "rasa-model-server.labels" . | nindent 4 }}
+spec:
+  type: {{ .Values.service.type }}
+  selector:
+    name: {{ template "rasa-model-server.fullname" . }}
+  ports:
+  - name: models
+    port: 8080