diff --git a/examples/prompting/Zero_shot_prompting.ipynb b/examples/prompting/Zero_shot_prompting.ipynb
index b474461e5..51cb8c08e 100644
--- a/examples/prompting/Zero_shot_prompting.ipynb
+++ b/examples/prompting/Zero_shot_prompting.ipynb
@@ -53,12 +53,12 @@
       "metadata": {
         "id": "Ne-3gnXqR0hI"
       },
-      "execution_count": null,
+      "execution_count": 1,
       "outputs": []
     },
     {
       "cell_type": "code",
-      "execution_count": null,
+      "execution_count": 2,
       "metadata": {
         "id": "EconMHePQHGw"
       },
@@ -91,7 +91,7 @@
       "metadata": {
         "id": "v-JZzORUpVR2"
       },
-      "execution_count": null,
+      "execution_count": 3,
       "outputs": []
     },
     {
@@ -108,12 +108,12 @@
     {
       "cell_type": "code",
       "source": [
-        "model = genai.GenerativeModel('gemini-pro', generation_config={\"temperature\": 0})"
+        "model = genai.GenerativeModel('gemini-1.5-flash-latest', generation_config={\"temperature\": 0})"
       ],
       "metadata": {
         "id": "Ym4w9z3iWHlT"
       },
-      "execution_count": null,
+      "execution_count": 4,
       "outputs": []
     },
     {
@@ -128,12 +128,12 @@
       "metadata": {
         "colab": {
           "base_uri": "https://localhost:8080/",
-          "height": 97
+          "height": 144
         },
         "id": "J580DkQPVYYp",
-        "outputId": "0435e167-4cad-4c9a-ab60-369031d54dbd"
+        "outputId": "db5c5145-402a-49d4-bf3a-ad82fb6c0614"
       },
-      "execution_count": null,
+      "execution_count": 5,
       "outputs": [
         {
           "output_type": "execute_result",
@@ -141,7 +141,7 @@
             "text/plain": [
               "<IPython.core.display.Markdown object>"
             ],
-            "text/markdown": "1. Elephant\n2. Dog\n3. Fish"
+            "text/markdown": "Here's the list from biggest to smallest:\n\n1. **Elephant** \n2. **Dog**\n3. **Fish** \n\n(Note: This is a general comparison. There are many different types of fish, dogs, and elephants, and some fish can be larger than some dogs!) \n"
           },
           "metadata": {},
           "execution_count": 5
@@ -163,9 +163,9 @@
           "height": 46
         },
         "id": "K1we-_q4VZ0M",
-        "outputId": "3e8d7583-fe5b-4ca9-9b4c-4756ae80e86a"
+        "outputId": "13136e98-5c7f-4c75-956f-130703e708d9"
       },
-      "execution_count": null,
+      "execution_count": 6,
       "outputs": [
         {
           "output_type": "execute_result",
@@ -173,7 +173,7 @@
             "text/plain": [
               "<IPython.core.display.Markdown object>"
             ],
-            "text/markdown": "positive"
+            "text/markdown": "Positive \n"
           },
           "metadata": {},
           "execution_count": 6
@@ -192,12 +192,12 @@
       "metadata": {
         "colab": {
           "base_uri": "https://localhost:8080/",
-          "height": 64
+          "height": 87
         },
         "id": "4NF2OmfPVa4l",
-        "outputId": "dbf599f6-68d7-4c00-86ce-5267dcf13d57"
+        "outputId": "e0000a7e-2491-4c01-a605-3884f2ce2a03"
       },
-      "execution_count": null,
+      "execution_count": 7,
       "outputs": [
         {
           "output_type": "execute_result",
@@ -205,7 +205,7 @@
             "text/plain": [
               "<IPython.core.display.Markdown object>"
             ],
-            "text/markdown": "- Rome\n- Berlin"
+            "text/markdown": "The capital cities mentioned in the text are:\n\n* **Rome** (Italy)\n* **Berlin** (Germany) \n"
           },
           "metadata": {},
           "execution_count": 7