diff --git a/docs/modules/document_loaders/examples/airbyte_json.ipynb b/docs/modules/document_loaders/examples/airbyte_json.ipynb
index c7a1678d..775fd8a4 100644
--- a/docs/modules/document_loaders/examples/airbyte_json.ipynb
+++ b/docs/modules/document_loaders/examples/airbyte_json.ipynb
@@ -13,15 +13,15 @@
     "\n",
     "Steps:\n",
     "\n",
-    "1) clone Airbyte from GitHub - `git clone https://github.com/airbytehq/airbyte.git`\n",
+    "1) Clone Airbyte from GitHub - `git clone https://github.com/airbytehq/airbyte.git`\n",
     "\n",
-    "2) switch into Airbyte directory - `cd airbyte`\n",
+    "2) Switch into Airbyte directory - `cd airbyte`\n",
     "\n",
-    "3) start Airbyte - `docker compose up`\n",
+    "3) Start Airbyte - `docker compose up`\n",
     "\n",
     "4) In your browser, just visit http://localhost:8000. You will be asked for a username and password. By default, that's username `airbyte` and password `password`.\n",
     "\n",
-    "5) Setup any source you wish\n",
+    "5) Setup any source you wish.\n",
     "\n",
     "6) Set destination as Local JSON, with specified destination path - lets say `/json_data`. Set up manual sync.\n",
     "\n",
@@ -163,7 +163,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.1"
+   "version": "3.10.6"
   }
  },
  "nbformat": 4,