diff --git a/Unsloth_Studio_Colab.ipynb b/Unsloth_Studio_Colab.ipynb
index e5d4f7f058..4f4767aaac 100644
--- a/Unsloth_Studio_Colab.ipynb
+++ b/Unsloth_Studio_Colab.ipynb
@@ -8,7 +8,7 @@
    "outputs": [],
    "source": [
     "# ===========================================\n",
-    "# Setup: Clone repo and build frontend\n",
+    "# Setup: Clone repo and run setup\n",
     "# ===========================================\n",
     "\n",
     "# Clone repository with GitHub token\n",
@@ -20,23 +20,9 @@
     "    !git clone https://github.com/unslothai/new-ui-prototype.git\n",
     "%cd /content/new-ui-prototype\n",
     "\n",
-    "# Install Node.js 20.x\n",
-    "!curl -fsSL https://deb.nodesource.com/setup_20.x | sudo -E bash - > /dev/null 2>&1\n",
-    "!sudo apt-get install -y nodejs > /dev/null 2>&1\n",
-    "print(\"✅ Node.js installed\")\n",
-    "\n",
-    "# Build frontend\n",
-    "%cd studio/frontend\n",
-    "!npm install --silent\n",
-    "!npm run build\n",
-    "print(\"✅ Frontend built\")\n",
-    "\n",
-    "# Install Python dependencies\n",
-    "%cd /content/new-ui-prototype\n",
-    "!pip install -q unsloth\n",
-    "!pip install -q -r studio/backend/requirements.txt\n",
-    "!pip install -q huggingface_hub datasets python-jose[cryptography] passlib[bcrypt] python-multipart matplotlib pandas ujson\n",
-    "print(\"✅ Python dependencies installed\")"
+    "# Run setup script\n",
+    "!chmod +x setup.sh\n",
+    "!./setup.sh"
    ]
   },
   {