diff --git a/docs/docs/integrations/document_loaders/google_drive.ipynb b/docs/docs/integrations/document_loaders/google_drive.ipynb
index 2e3067e584..1bfab2c8f2 100644
--- a/docs/docs/integrations/document_loaders/google_drive.ipynb
+++ b/docs/docs/integrations/document_loaders/google_drive.ipynb
@@ -217,7 +217,7 @@
     "It's compatible with the ̀`langchain.document_loaders.GoogleDriveLoader` and can be used\n",
     "in its place.\n",
     "\n",
-    "To be compatible with containers, the authentication uses an environment variable ̀GOOGLE_ACCOUNT_FILE` to credential file (for user or service)."
+    "To be compatible with containers, the authentication uses an environment variable `̀GOOGLE_ACCOUNT_FILE` to credential file (for user or service)."
    ]
   },
   {
@@ -331,6 +331,7 @@
     "Some pre-formated request are proposed (use `{query}`, `{folder_id}` and/or `{mime_type}`):\n",
     "\n",
     "You can customize the criteria to select the files. A set of predefined filter are proposed:\n",
+    "\n",
     "| template                               | description                                                           |\n",
     "| -------------------------------------- | --------------------------------------------------------------------- |\n",
     "| gdrive-all-in-folder                   | Return all compatible files from a `folder_id`                        |\n",
@@ -401,6 +402,14 @@
    "id": "375bb465-8f69-407b-94bd-ffa3718ef500",
    "metadata": {},
    "source": [
+    "The conversion can manage in Markdown format:\n",
+    "- bullet\n",
+    "- link\n",
+    "- table\n",
+    "- titles\n",
+    "\n",
+    "Set the attribut `return_link` to `True` to export links.\n",
+    "\n",
     "#### Modes for GSlide and GSheet\n",
     "The parameter mode accepts different values:\n",
     "\n",
@@ -408,12 +417,6 @@
     "- \"snippets\": return the description of each file (set in metadata of Google Drive files).\n",
     "\n",
     "\n",
-    "The conversion can manage in Markdown format:\n",
-    "- bullet\n",
-    "- link\n",
-    "- table\n",
-    "- titles\n",
-    "\n",
     "The parameter `gslide_mode` accepts different values:\n",
     "\n",
     "- \"single\" : one document with <PAGE BREAK>\n",
@@ -503,14 +506,6 @@
     "    print(\"---\")\n",
     "    print(doc.page_content.strip()[:60] + \"...\")"
    ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "51efa73a-4e2d-4f9c-abaf-6c9bde2ff69d",
-   "metadata": {},
-   "outputs": [],
-   "source": []
   }
  ],
  "metadata": {