diff --git a/docs/document_loader.ipynb b/docs/document_loader.ipynb
index a098657d..c0b59a09 100644
--- a/docs/document_loader.ipynb
+++ b/docs/document_loader.ipynb
@@ -229,25 +229,6 @@
         ")"
       ]
     },
-    {
-      "cell_type": "markdown",
-      "metadata": {},
-      "source": [
-        "#### Optional Tip: 💡\n",
-        "You can also specify a schema name by passing `schema_name` wherever you pass `table_name`. Eg:\n",
-        "\n",
-        "```python\n",
-        "SCHEMA_NAME=\"my_schema\"\n",
-        "\n",
-        "await engine.ainit_document_table(\n",
-        "    table_name=TABLE_NAME,\n",
-        "    schema_name=SCHEMA_NAME     # Default: \"public\"\n",
-        "    \n",
-        "    ...\n",
-        ")\n",
-        "```"
-      ]
-    },
     {
       "cell_type": "markdown",
       "metadata": {
@@ -435,6 +416,25 @@
         ")"
       ]
     },
+    {
+      "cell_type": "markdown",
+      "metadata": {},
+      "source": [
+        "#### Optional Tip: 💡\n",
+        "You can also specify a schema name by passing `schema_name` wherever you pass `table_name`. Eg:\n",
+        "\n",
+        "```python\n",
+        "SCHEMA_NAME=\"my_schema\"\n",
+        "\n",
+        "await engine.ainit_document_table(\n",
+        "    table_name=TABLE_NAME,\n",
+        "    schema_name=SCHEMA_NAME     # Default: \"public\"\n",
+        "    \n",
+        "    ...\n",
+        ")\n",
+        "```"
+      ]
+    },
     {
       "cell_type": "markdown",
       "metadata": {},