diff --git a/examples/demo_manual.ipynb b/examples/demo_manual.ipynb
index 3f657c2..5469254 100644
--- a/examples/demo_manual.ipynb
+++ b/examples/demo_manual.ipynb
@@ -42,7 +42,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "Apply `nest_asyncio` and bring your own LlamaCloud API key:"
+    "Follow [instruction](https://docs.cloud.llamaindex.ai/llamacloud/getting_started/api_key)  to get an API key from https://cloud.llamaindex.ai/"
    ]
   },
   {
@@ -51,14 +51,11 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "# llama-extract is async-first, running the sync code in a notebook requires the use of nest_asyncio\n",
-    "import nest_asyncio\n",
-    "\n",
-    "nest_asyncio.apply()\n",
-    "\n",
     "import os\n",
     "\n",
-    "os.environ[\"LLAMA_CLOUD_API_KEY\"] = \"llx-...\""
+    "os.environ[\n",
+    "    \"LLAMA_CLOUD_API_KEY\"\n",
+    "] = \"llx-7PV0mlZKNetJn5hG5UwEucDdhiHXLu4fXo4tgOusoPWVwzMJ\""
    ]
   },
   {
@@ -88,7 +85,7 @@
     "    },\n",
     "}\n",
     "\n",
-    "extraction_schema = extractor.create_schema(\"Test Schema\", data_schema)"
+    "extraction_schema = await extractor.acreate_schema(\"Test Schema\", data_schema)"
    ]
   },
   {
@@ -104,15 +101,21 @@
    "metadata": {},
    "outputs": [
     {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "id='88ea0633-937b-42f1-a35d-7da19c2db74e' created_at=datetime.datetime(2024, 7, 24, 19, 48, 49, 968786, tzinfo=datetime.timezone.utc) updated_at=datetime.datetime(2024, 7, 24, 19, 48, 49, 968786, tzinfo=datetime.timezone.utc) name='Test Schema' project_id='b1be5ffd-3f90-4fd1-9742-ca7c0a30f6f7' data_schema={'type': 'object', 'properties': {'date': {'type': 'string'}, 'amount': {'type': 'number'}, 'number': {'type': 'string'}}}\n"
-     ]
+     "data": {
+      "text/plain": [
+       "{'type': 'object',\n",
+       " 'properties': {'date': {'type': 'string'},\n",
+       "  'amount': {'type': 'number'},\n",
+       "  'number': {'type': 'string'}}}"
+      ]
+     },
+     "execution_count": null,
+     "metadata": {},
+     "output_type": "execute_result"
     }
    ],
    "source": [
-    "print(extraction_schema)"
+    "extraction_schema.data_schema"
    ]
   },
   {
@@ -132,12 +135,12 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "Extracting files: 100%|██████████| 2/2 [00:06<00:00,  3.31s/it]\n"
+      "Extracting files: 100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 2/2 [00:04<00:00,  2.06s/it]\n"
      ]
     }
    ],
    "source": [
-    "extractions = extractor.extract(\n",
+    "extractions = await extractor.aextract(\n",
     "    extraction_schema.id,\n",
     "    [\"./data/noisebridge_receipt.pdf\", \"./data/parallels_invoice.pdf\"],\n",
     ")"
@@ -156,21 +159,24 @@
    "metadata": {},
    "outputs": [
     {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "{'date': 'Jul 23, 2024', 'amount': '119.99', 'number': 'BKD-73649835575'}\n"
-     ]
+     "data": {
+      "text/plain": [
+       "{'date': 'July 19, 2024', 'amount': '10.0', 'number': '2721 5058'}"
+      ]
+     },
+     "execution_count": null,
+     "metadata": {},
+     "output_type": "execute_result"
     }
    ],
    "source": [
-    "print(extractions[0].data)"
+    "extractions[0].data"
    ]
   }
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "llama-extract-tm5usU00-py3.11",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -187,5 +193,5 @@
   }
  },
  "nbformat": 4,
- "nbformat_minor": 2
+ "nbformat_minor": 4
 }