diff --git a/docs/getting_started.ipynb b/docs/getting_started.ipynb
index ee616b471..51ae945f4 100644
--- a/docs/getting_started.ipynb
+++ b/docs/getting_started.ipynb
@@ -3419,22 +3419,22 @@
     },
     {
       "cell_type": "code",
-      "execution_count": null,
-      "id": "865fc5a8",
-      "metadata": {},
-      "outputs": [],
-      "source": [
-        "!pip install llama-stack-client==0.1.0"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": null,
+      "execution_count": 3,
       "id": "44e05e16",
       "metadata": {},
-      "outputs": [],
+      "outputs": [
+        {
+          "name": "stdout",
+          "output_type": "stream",
+          "text": [
+            "  % Total    % Received % Xferd  Average Speed   Time    Time     Time  Current\n",
+            "                                 Dload  Upload   Total   Spent    Left  Speed\n",
+            "100  275k  100  275k    0     0   780k      0 --:--:-- --:--:-- --:--:--  780k\n"
+          ]
+        }
+      ],
       "source": [
-        "!wget https://raw.githubusercontent.com/meta-llama/llama-models/refs/heads/main/Llama_Repo.jpeg"
+        "!curl -O https://raw.githubusercontent.com/meta-llama/llama-models/refs/heads/main/Llama_Repo.jpeg"
       ]
     },
     {
@@ -3444,6 +3444,7 @@
       "metadata": {},
       "outputs": [],
       "source": [
+        "# NBVAL_SKIP\n",
         "from PIL import Image\n",
         "import matplotlib.pyplot as plt\n",
         "\n",
@@ -3580,6 +3581,7 @@
         "        model=LLAMA32_11B_INSTRUCT,\n",
         "        instructions=\"You are a helpful assistant\",\n",
         "        enable_session_persistence=False,\n",
+        "        toolgroups=[],\n",
         "    )\n",
         "\n",
         "    agent = Agent(client, agent_config)\n",
@@ -3630,7 +3632,7 @@
       "provenance": []
     },
     "kernelspec": {
-      "display_name": "toolchain",
+      "display_name": "master",
       "language": "python",
       "name": "python3"
     },
@@ -3644,7 +3646,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.10.15"
+      "version": "3.10.16"
     },
     "widgets": {
       "application/vnd.jupyter.widget-state+json": {