diff --git a/ci/k8s/htr.yaml b/ci/k8s/htr.yaml
new file mode 100644
index 0000000..de51390
--- /dev/null
+++ b/ci/k8s/htr.yaml
@@ -0,0 +1,52 @@
+---
+apiVersion: v1
+kind: Service
+metadata:
+  name: islandora-openai-htr
+spec:
+  selector:
+    app: islandora-openai-htr
+  ports:
+    - protocol: TCP
+      port: 8001
+      targetPort: 8080
+---
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: islandora-openai-htr
+spec:
+  replicas: 3
+  selector:
+    matchLabels:
+      app: islandora-openai-htr
+  template:
+    metadata:
+      labels:
+        app: islandora-openai-htr
+    spec:
+      containers:
+        - name: scyllaridae-tesseract
+          image: lehighlts/scyllaridae-openai-htr:main
+          imagePullPolicy: IfNotPresent
+          env:
+          - name: OPENAI_API_KEY
+            valueFrom:
+              secretKeyRef:
+                name: openai
+                key: api-key
+          resources:
+            requests:
+              memory: "128Mi"
+              cpu: "250m"
+            limits:
+              memory: "1Gi"
+          ports:
+            - hostPort: 8001
+              containerPort: 8080
+          readinessProbe:
+            httpGet:
+              path: /healthcheck
+              port: 8080
+            initialDelaySeconds: 5
+            periodSeconds: 10
diff --git a/ci/k8s/ingress.yaml b/ci/k8s/ingress.yaml
index 3388c11..20cc491 100644
--- a/ci/k8s/ingress.yaml
+++ b/ci/k8s/ingress.yaml
@@ -88,3 +88,10 @@ spec:
                 name: islandora-ocrpdf
                 port:
                   number: 8080
+          - path: /openai\-htr(/|$)(.*)
+            pathType: Prefix
+            backend:
+              service:
+                name: islandora-openai-htr
+                port:
+                  number: 8080
diff --git a/examples/openai-htr/Dockerfile b/examples/openai-htr/Dockerfile
new file mode 100644
index 0000000..221f69e
--- /dev/null
+++ b/examples/openai-htr/Dockerfile
@@ -0,0 +1,8 @@
+ARG TAG=main
+ARG DOCKER_REPOSITORY=lehighlts
+FROM ${DOCKER_REPOSITORY}/scyllaridae:${TAG}
+
+ENV OPENAI_MODEL=gpt-4o-mini \
+    PROMPT="Transcribe this image that contains handwritten text. Include all text you see in the image. In your response, say absolutely nothing except the text from the image" \
+    MAX_TOKENS=300
+COPY scyllaridae.yml /app/scyllaridae.yml
diff --git a/examples/openai-htr/README.md b/examples/openai-htr/README.md
new file mode 100644
index 0000000..400db9f
--- /dev/null
+++ b/examples/openai-htr/README.md
@@ -0,0 +1,14 @@
+# openai-htr
+
+Use OpenAI ChatGPT to transcribe handwritten text.
+
+## Secrets
+
+Requires an environment variable `OPENAI_API_KEY`
+
+If deploying this in kubernetes, you can create the secret via
+
+```
+ kubectl create secret generic openai \
+  --from-literal=api-key=$OPENAI_API_KEY
+```
diff --git a/examples/openai-htr/cmd.sh b/examples/openai-htr/cmd.sh
new file mode 100755
index 0000000..37e16f3
--- /dev/null
+++ b/examples/openai-htr/cmd.sh
@@ -0,0 +1,28 @@
+#!/usr/bin/env bash
+
+set -eou pipefail
+
+curl https://api.openai.com/v1/chat/completions \
+  -H "Content-Type: application/json" \
+  -H "Authorization: Bearer $OPENAI_API_KEY" \
+  -d '{
+    "model": "'"$OPENAI_MODEL"'",
+    "messages": [
+      {
+        "role": "user",
+        "content": [
+          {
+            "type": "text",
+            "text": "'"$PROMPT"'"
+          },
+          {
+            "type": "image_url",
+            "image_url": {
+              "url": "'"$1"'"
+            }
+          }
+        ]
+      }
+    ],
+    "max_tokens": '"$MAX_TOKENS"'
+  }' | jq -r .choices[0].message.content
diff --git a/examples/openai-htr/scyllaridae.yml b/examples/openai-htr/scyllaridae.yml
new file mode 100644
index 0000000..a527b7e
--- /dev/null
+++ b/examples/openai-htr/scyllaridae.yml
@@ -0,0 +1,7 @@
+allowedMimeTypes:
+  - "image/*"
+cmdByMimeType:
+  default:
+    cmd: /app/cmd.sh
+    args:
+      - "%source-uri"
diff --git a/examples/parry/scyllaridae.yml b/examples/parry/scyllaridae.yml
index 4b1c553..9a264f0 100644
--- a/examples/parry/scyllaridae.yml
+++ b/examples/parry/scyllaridae.yml
@@ -9,3 +9,6 @@ queueMiddlewares:
   - queueName: islandora-merge-pdf
     url: http://mergepdf:8080
     consumers: 3
+  - queueName: islandora-openai-htr
+    url: http://openai-htr:8080
+    consumers: 3