diff --git a/site/en/tutorials/python_quickstart.ipynb b/site/en/tutorials/python_quickstart.ipynb
index 1aa4c72fb..41ee46d6e 100644
--- a/site/en/tutorials/python_quickstart.ipynb
+++ b/site/en/tutorials/python_quickstart.ipynb
@@ -141,7 +141,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": null,
+      "execution_count": 4,
       "metadata": {
         "id": "TS9l5igubpHO"
       },
@@ -152,9 +152,6 @@
         "\n",
         "import google.generativeai as genai\n",
         "\n",
-        "# Used to securely store your API key\n",
-        "from google.colab import userdata\n",
-        "\n",
         "from IPython.display import display\n",
         "from IPython.display import Markdown\n",
         "\n",
@@ -164,6 +161,18 @@
         "  return Markdown(textwrap.indent(text, '> ', predicate=lambda _: True))"
       ]
     },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "d10c38a5c91f"
+      },
+      "outputs": [],
+      "source": [
+        "# Used to securely store your API key\n",
+        "from google.colab import userdata"
+      ]
+    },
     {
       "cell_type": "markdown",
       "metadata": {
@@ -200,7 +209,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": null,
+      "execution_count": 6,
       "metadata": {
         "id": "ab9ASynfcIZn"
       },
@@ -245,7 +254,7 @@
         "id": "FTl5NjtrhA0J"
       },
       "source": [
-        "Note: For detailed information about the available models, including their capabilities and rate limits, see [Gemini models](https://ai.google.dev/models/gemini). We offer options for requesting [rate limit increases](https://ai.google.dev/docs/increase_quota). The rate limit for Gemini-Pro models is 60 requests per minute (RPM).\n",
+        "Note: For detailed information about the available models, including their capabilities and rate limits, see [Gemini models](https://ai.google.dev/models/gemini). There are options for requesting [rate limit increases](https://ai.google.dev/docs/increase_quota). The rate limit for Gemini-Pro models is 60 requests per minute (RPM).\n",
         "\n",
         "The `genai` package also supports the PaLM  family of models, but only the Gemini models support the generic, multimodal capabilities of the `generateContent` method."
       ]
@@ -1681,12 +1690,13 @@
     },
     {
       "cell_type": "code",
-      "execution_count": null,
+      "execution_count": 7,
       "metadata": {
         "id": "gE7I9Anl0ud7"
       },
       "outputs": [],
       "source": [
+        "model = genai.GenerativeModel('gemini-pro')\n",
         "response = model.generate_content(\n",
         "    'Tell me a story about a magic backpack.',\n",
         "    generation_config=genai.types.GenerationConfig(\n",
@@ -1698,6 +1708,36 @@
         ")"
       ]
     },
+    {
+      "cell_type": "code",
+      "execution_count": 16,
+      "metadata": {
+        "id": "0fbab01e8fcf"
+      },
+      "outputs": [
+        {
+          "data": {
+            "text/markdown": [
+              "> Once upon a time, in a small town nestled amidst lush green hills, lived a young girl named..."
+            ],
+            "text/plain": [
+              "<IPython.core.display.Markdown object>"
+            ]
+          },
+          "execution_count": 16,
+          "metadata": {},
+          "output_type": "execute_result"
+        }
+      ],
+      "source": [
+        "text = response.text\n",
+        "\n",
+        "if response.candidates[0].finish_reason.name == \"MAX_TOKENS\":\n",
+        "    text += '...'\n",
+        "\n",
+        "to_markdown(text)"
+      ]
+    },
     {
       "cell_type": "markdown",
       "metadata": {