diff --git a/notebook/agentchat_realtime_swarm.ipynb b/notebook/agentchat_realtime_swarm.ipynb
index bfdb070cd6..f2f2c18838 100644
--- a/notebook/agentchat_realtime_swarm.ipynb
+++ b/notebook/agentchat_realtime_swarm.ipynb
@@ -470,27 +470,6 @@
    "outputs": [],
    "source": []
   },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "## Twilio setup and stuff"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
   {
    "cell_type": "code",
    "execution_count": null,