diff --git a/notebooks/cognee_demo.ipynb b/notebooks/cognee_demo.ipynb
index d26476a4a..06cd2a86a 100644
--- a/notebooks/cognee_demo.ipynb
+++ b/notebooks/cognee_demo.ipynb
@@ -265,7 +265,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": null,
    "id": "df16431d0f48b006",
    "metadata": {
     "ExecuteTime": {
@@ -304,7 +304,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": null,
    "id": "9086abf3af077ab4",
    "metadata": {
     "ExecuteTime": {
@@ -349,7 +349,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": null,
    "id": "a9de0cc07f798b7f",
    "metadata": {
     "ExecuteTime": {
@@ -393,7 +393,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": null,
    "id": "185ff1c102d06111",
    "metadata": {
     "ExecuteTime": {
@@ -437,7 +437,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": null,
    "id": "d55ce4c58f8efb67",
    "metadata": {
     "ExecuteTime": {
@@ -479,7 +479,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": null,
    "id": "ca4ecc32721ad332",
    "metadata": {
     "ExecuteTime": {
@@ -572,7 +572,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 26,
+   "execution_count": null,
    "id": "9f1a1dbd",
    "metadata": {},
    "outputs": [],
@@ -789,7 +789,7 @@
     "from cognee.api.v1.search import SearchType\n",
     "\n",
     "node = (await vector_engine.search(\"Entity_name\", \"sarah.nguyen@example.com\"))[0]\n",
-    "node_name = node.payload[\"name\"]\n",
+    "node_name = node.payload[\"text\"]\n",
     "\n",
     "search_results = await cognee.search(SearchType.SUMMARIES, query = node_name)\n",
     "print(\"\\n\\Extracted summaries are:\\n\")\n",
@@ -881,7 +881,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.6"
+   "version": "3.11.8"
   }
  },
  "nbformat": 4,