diff --git a/tutorials/3.0.applications-rag.ipynb b/tutorials/3.0.applications-rag.ipynb
index 2307db3..79a47a0 100644
--- a/tutorials/3.0.applications-rag.ipynb
+++ b/tutorials/3.0.applications-rag.ipynb
@@ -675,7 +675,33 @@
    "cell_type": "code",
    "execution_count": 27,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "{\n",
+      "    \"queries\": [\n",
+      "        {\n",
+      "            \"query\": \"Today's events\",\n",
+      "            \"keywords\": [\n",
+      "                \"today\",\n",
+      "                \"events\",\n",
+      "                \"calendar\"\n",
+      "            ],\n",
+      "            \"email\": \"jason@work.com\",\n",
+      "            \"source\": \"calendar\",\n",
+      "            \"date_range\": {\n",
+      "                \"chain_of_thought\": \"Since the user is asking about today's events, we should look for events scheduled for the current day, which is 2023-12-22. We don't need an end date as the user is only interested in today's events.\",\n",
+      "                \"start\": \"2023-12-22\",\n",
+      "                \"end\": \"2023-12-22\"\n",
+      "            }\n",
+      "        }\n",
+      "    ]\n",
+      "}\n"
+     ]
+    }
+   ],
    "source": [
     "retrival = client.chat.completions.create(\n",
     "    model=\"gpt-3.5-turbo\",\n",