diff --git a/examples/openai-htr/Dockerfile b/examples/openai-htr/Dockerfile
index ffb1eab..83ff518 100644
--- a/examples/openai-htr/Dockerfile
+++ b/examples/openai-htr/Dockerfile
@@ -12,9 +12,8 @@ RUN --mount=type=bind,from=imagemagick,source=/packages,target=/packages \
 
 RUN magick -list format | grep "JPEG-2000"
 
-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
+ENV OPENAI_MODEL=gpt-4o \
+    CHAT_PROMPT="changeme" \
+    MAX_TOKENS=16384
 
-COPY scyllaridae.yml /app/scyllaridae.yml
-COPY cmd.sh /app/cmd.sh
+COPY . /app/
diff --git a/examples/openai-htr/cmd.sh b/examples/openai-htr/cmd.sh
index 676fc13..dd60fa1 100755
--- a/examples/openai-htr/cmd.sh
+++ b/examples/openai-htr/cmd.sh
@@ -3,10 +3,26 @@
 set -eou pipefail
 
 TMP_DIR=$(mktemp -d)
+HOCR_URL="$1"
+DOMAIN=$(echo "$HOCR_URL"| awk -F/ '{print $1"//"$3}')
+# our hOCR filenames are the node ID
+NID=$(echo "$HOCR_URL" | xargs basename | awk -F '.hocr' '{print $1}')
 
+# take the base prompt and move it into place
+cp /app/prompt.txt "$TMP_DIR/prompt.txt"
+
+# the hOCR document is being streamed into this script
+# append the hOCR document into the prompt
+# since we're asking the LLM to improve the hOCR doc
+cat >> "$TMP_DIR/prompt.txt"
+CHAT_PROMPT=$(jq --null-input --rawfile rawstring "$TMP_DIR/prompt.txt" '$rawstring')
+
+# find the service file
+SERVICE_FILE_PATH=$(curl -s "$DOMAIN/node/$NID/service-file" | jq -r '.[0].file')
 # convert service file to jpg
-magick - "$TMP_DIR/img.jpg"
+curl -s "${DOMAIN}${SERVICE_FILE_PATH}" | magick - "$TMP_DIR/img.jpg"
 
+# chatgpt needs it base64 encoded
 BASE64_IMAGE=$(base64 -w 0 "$TMP_DIR/img.jpg")
 
 cat <<EOF > "$TMP_DIR/payload.json"
@@ -18,7 +34,7 @@ cat <<EOF > "$TMP_DIR/payload.json"
       "content": [
         {
           "type": "text",
-          "text": "$PROMPT"
+          "text": $CHAT_PROMPT
         },
         {
           "type": "image_url",
diff --git a/examples/openai-htr/prompt.txt b/examples/openai-htr/prompt.txt
new file mode 100644
index 0000000..218d028
--- /dev/null
+++ b/examples/openai-htr/prompt.txt
@@ -0,0 +1,8 @@
+Transcribe the text in the provided image.
+Place the transcribed text into the appropriate ocrx_word span in the hOCR template provided. Ensure the following:
+Never use tesseract to aid you.
+Include all text in the transcription.
+Never return an incomplete document. Always finish the complete job, with every word wrapped in a span, and the words accurately transcribed from the image.
+Never edit the hOCR dimensions provided. Only replace the text within <span>'s. 
+Do not wrap your response in backticks. Your response should only be the hOCR document provided below with your transcribed text placed in the appropriate spots in the hOCR document.
+Do not add any additional spans or attributes. You only should be adding plain text within the hocr HTML document.
diff --git a/examples/openai-htr/scyllaridae.yml b/examples/openai-htr/scyllaridae.yml
index 36d1b3a..a527b7e 100644
--- a/examples/openai-htr/scyllaridae.yml
+++ b/examples/openai-htr/scyllaridae.yml
@@ -3,3 +3,5 @@ allowedMimeTypes:
 cmdByMimeType:
   default:
     cmd: /app/cmd.sh
+    args:
+      - "%source-uri"