add leanring objective and setup

notebooks/vertex_genai/solutions/intro_gemini_python.ipynb

@@ -45,13 +45,51 @@
     "For more information, see the [Generative AI on Vertex AI](https://cloud.google.com/vertex-ai/docs/generative-ai/learn/overview) documentation.\n"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Setup"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "For this lab, you'll first need to build a special kernel containing all the dependencies we will need:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "!cd ~/asl-ml-immersion && make gemini_kernel"
+   ]
+  },
+  {
+   "attachments": {
+    "be2ef648-ac11-47ee-a130-b68861aa3a16.png": {
+     "image/png": 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"
+    }
+   },
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Then you'll need to select the kernel in the notebook. Click on the current kernel on the top right corner of the notebook:\n",
+    "\n",
+    "\n",
+    "![image.png](attachment:be2ef648-ac11-47ee-a130-b68861aa3a16.png)"
+   ]
+  },
   {
    "cell_type": "markdown",
    "metadata": {
     "id": "jXHfaVS66_01"
    },
    "source": [
-    "### Import libraries\n"
+    "### Import libraries"
    ]
   },
   {