diff --git a/docs/getting_started.ipynb b/docs/getting_started.ipynb
index 4ac8ad3a5..5442388ec 100644
--- a/docs/getting_started.ipynb
+++ b/docs/getting_started.ipynb
@@ -4260,12 +4260,18 @@
       "source": [
         "import base64\n",
         "vision_model_id = \"meta-llama/Llama-3.2-11B-Vision-Instruct\"\n",
+        "from llama_stack_client import LlamaStackClient\n",
         "\n",
         "def encode_image(image_path):\n",
         "    with open(image_path, \"rb\") as image_file:\n",
         "        base64_string = base64.b64encode(image_file.read()).decode(\"utf-8\")\n",
         "        base64_url = f\"data:image/png;base64,{base64_string}\"\n",
-        "        return base64_url"
+        "        return base64_url\n",
+        "\n",
+        "client = LlamaStackClient(\n",
+        "    base_url=\"https://llama-stack.together.ai\",\n",
+        "    provider_data={\"together_api_key\": os.environ[\"TOGETHER_API_KEY\"]},\n",
+        ")"
       ]
     },
     {