diff --git a/docs/modules/indexes/document_loaders/examples/discord_loader.ipynb b/docs/modules/indexes/document_loaders/examples/discord_loader.ipynb
index d8f0e8de..cd24804d 100644
--- a/docs/modules/indexes/document_loaders/examples/discord_loader.ipynb
+++ b/docs/modules/indexes/document_loaders/examples/discord_loader.ipynb
@@ -1,11 +1,10 @@
 {
  "cells": [
   {
-   "attachments": {},
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# How to download your Discord data\n",
+    "# Discord\n",
     "\n",
     "You can follow the below steps to download your Discord data:\n",
     "\n",
@@ -65,10 +64,23 @@
   }
  ],
  "metadata": {
-  "language_info": {
-   "name": "python"
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
   },
-  "orig_nbformat": 4
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.9.1"
+  }
  },
  "nbformat": 4,
  "nbformat_minor": 2