diff --git a/cookbook/integrations/Instructor_with_Portkey.ipynb b/cookbook/integrations/Instructor_with_Portkey.ipynb
index e04c6cb4a..dcf5638e2 100644
--- a/cookbook/integrations/Instructor_with_Portkey.ipynb
+++ b/cookbook/integrations/Instructor_with_Portkey.ipynb
@@ -14,6 +14,15 @@
     }
   },
   "cells": [
+    {
+      "cell_type": "markdown",
+      "source": [
+        "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1jaemmsUi8TnrK6so6pvvDG6e666QIng2?usp=sharing)\n"
+      ],
+      "metadata": {
+        "id": "03GPOrjb8FJ1"
+      }
+    },
     {
       "cell_type": "markdown",
       "source": [
@@ -44,11 +53,31 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 3,
+      "execution_count": 1,
       "metadata": {
-        "id": "uQLdtnFhWbIE"
+        "id": "uQLdtnFhWbIE",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "b0e43ab5-fd2a-443b-a5e2-e10383289e9a"
       },
-      "outputs": [],
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m53.1/53.1 kB\u001b[0m \u001b[31m1.4 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
+            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m405.9/405.9 kB\u001b[0m \u001b[31m5.8 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
+            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m328.3/328.3 kB\u001b[0m \u001b[31m7.4 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
+            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m327.6/327.6 kB\u001b[0m \u001b[31m10.1 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
+            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m75.6/75.6 kB\u001b[0m \u001b[31m1.9 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
+            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m12.7/12.7 MB\u001b[0m \u001b[31m20.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
+            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m77.9/77.9 kB\u001b[0m \u001b[31m3.1 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
+            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m58.3/58.3 kB\u001b[0m \u001b[31m1.9 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
+            "\u001b[?25h"
+          ]
+        }
+      ],
       "source": [
         "!pip install -qU instructor portkey-ai openai jsonref"
       ]
@@ -76,7 +105,7 @@
         "    base_url=PORTKEY_GATEWAY_URL,\n",
         "    api_key = \"X\",\n",
         "    default_headers=createHeaders(\n",
-        "        virtual_key= \"gpt3-8070a6\",\n",
+        "        virtual_key= \"open-ai-key-fb040b\",\n",
         "        api_key=userdata.get('PORTKEY_API_KEY')\n",
         "\n",
         "    )\n",
@@ -103,9 +132,9 @@
           "base_uri": "https://localhost:8080/"
         },
         "id": "VxjMXaS1cgiY",
-        "outputId": "1ebaea29-97cb-4a89-c728-815c52607410"
+        "outputId": "9506a983-aa2d-4c01-c4f4-4a4b7d07cc40"
       },
-      "execution_count": 4,
+      "execution_count": 12,
       "outputs": [
         {
           "output_type": "stream",
@@ -118,4 +147,4 @@
       ]
     }
   ]
-}
\ No newline at end of file
+}