diff --git a/.env b/.env
index 8feebc2..6d11703 100644
--- a/.env
+++ b/.env
@@ -20,6 +20,10 @@ WEB_PASSWORD=password
 WORKSPACE=/workspace/
 CF_TUNNEL_TOKEN=
 CF_QUICK_TUNNELS=true
+JUPYTER_PORT=8888
+JUPYTER_PORT_HOST=8888
+JUPYTER_TOKEN=password
+JUPYTER_MODE=notebook
 SSH_PORT=22
 SSH_PORT_HOST=2222
 RCLONE_PORT_HOST=53682
\ No newline at end of file
diff --git a/build/COPY_ROOT/opt/ai-dock/bin/preflight.sh b/build/COPY_ROOT/opt/ai-dock/bin/preflight.sh
index c15e89b..ba45311 100755
--- a/build/COPY_ROOT/opt/ai-dock/bin/preflight.sh
+++ b/build/COPY_ROOT/opt/ai-dock/bin/preflight.sh
@@ -2,6 +2,7 @@
 
 function main() {
     move_to_workspace
+    copy_notebook
     update_horde
     set_safe_envs
     write_config
@@ -17,6 +18,14 @@ function move_to_workspace() {
     fi
 }
 
+function copy_notebook() {
+    if micromamba env list | grep 'jupyter' > /dev/null 2>&1;  then
+        if [[ ! -f "${WORKSPACE}/dreamer.ipynb" ]]; then
+            cp /usr/local/share/ai-dock/dreamer.ipynb ${WORKSPACE}
+        fi
+    fi
+}
+
 function update_horde() {
     /opt/horde/bin/update-hordelib.sh
     /opt/horde/bin/update-horde-worker.sh
diff --git a/build/COPY_ROOT/usr/local/share/ai-dock/dreamer.ipynb b/build/COPY_ROOT/usr/local/share/ai-dock/dreamer.ipynb
new file mode 100644
index 0000000..d2dd6ae
--- /dev/null
+++ b/build/COPY_ROOT/usr/local/share/ai-dock/dreamer.ipynb
@@ -0,0 +1,81 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "9f9fd726-736c-40f9-b4b3-d4439c6fe94f",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Stop the dreamer service\n",
+    "\n",
+    "!supervisorctl stop dreamer:*"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "715b36cb-ae96-4887-acb9-fd393fa1c2d8",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Start the dreamer service\n",
+    "\n",
+    "!supervisorctl start dreamer:*"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "df0afee2-8e20-4206-bccf-fecac674f481",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# View the live logs\n",
+    "\n",
+    "!logtail.sh"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "9950e252-a1ad-4f7e-baef-0703b1cd3bd6",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Get secure web UI link\n",
+    "\n",
+    "!grep -b0 -a0 'trycloudflare.com' /var/log/supervisor/quicktunnel-horde-webui.log"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "08cbd5a5-0d3f-44d0-a952-cc0d0dd35a2a",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Horde",
+   "language": "python",
+   "name": "horde"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.12"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/docker-compose.yaml b/docker-compose.yaml
index 1421027..b89a203 100644
--- a/docker-compose.yaml
+++ b/docker-compose.yaml
@@ -7,7 +7,7 @@ services:
       args:
         IMAGE_BASE: ${IMAGE_BASE}
       tags:
-        - "ghcr.io/ai-dock/horde-dreamer:${IMAGE_TAG}"
+        - "ghcr.io/ai-dock/ai-horde-dreamer:${IMAGE_TAG}"
         
     image: ghcr.io/ai-dock/ai-horde-dreamer:${IMAGE_TAG}
     
@@ -42,6 +42,8 @@ services:
         - ${RCLONE_PORT_HOST}:53682
         # AI Horde web UI
         - ${HORDE_WEBUI_PORT_HOST}:7860
+        # Jupyter
+        - ${JUPYTER_PORT_HOST}:${JUPYTER_PORT}
    
     environment:
         # AI-Horde-Worker branch or commit hash
@@ -63,6 +65,9 @@ services:
         # Allows running true SSH alongside provider proxy SSH
         - SSH_PORT=${SSH_PORT}
         - WORKSPACE=${WORKSPACE}
+        - JUPYTER_PORT=${JUPYTER_PORT}
+        - JUPYTER_TOKEN=${JUPYTER_TOKEN}
+        - JUPYTER_MODE=${JUPYTER_MODE}
         - CF_TUNNEL_TOKEN=${CF_TUNNEL_TOKEN}
         - CF_QUICK_TUNNELS=${CF_QUICK_TUNNELS}
         #- PROVISIONING_SCRIPT=https://raw.githubusercontent.com/ai-dock/base-image/main/demo/provisioning.sh