diff --git a/openfl-tutorials/experimental/workflow/LLM/neuralchat/Workflow_Interface_NeuralChat.ipynb b/openfl-tutorials/experimental/workflow/LLM/neuralchat/Workflow_Interface_NeuralChat.ipynb
index aa7cfcadfc..183a6092aa 100644
--- a/openfl-tutorials/experimental/workflow/LLM/neuralchat/Workflow_Interface_NeuralChat.ipynb
+++ b/openfl-tutorials/experimental/workflow/LLM/neuralchat/Workflow_Interface_NeuralChat.ipynb
@@ -10,6 +10,17 @@
     "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/intel/openfl/blob/develop/openfl-tutorials/experimental/workflow/LLM/neuralchat/Workflow_Interface_NeuralChat.ipynb)"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "864a9790",
+   "metadata": {},
+   "source": [
+    "# ⚠️ Disclaimer\n",
+    "\n",
+    "**ITREX 🛑 Discontinued**  \n",
+    "This experiment has been discontinued. ITREX repository serves as an umbrella for IET(Intel Extension For Transformers) and neural-chat is no longer actively maintained."
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "bd059520",