diff --git a/docs/zero_to_hero_guide/04_Memory101.ipynb b/docs/zero_to_hero_guide/04_Memory101.ipynb
index 96f82ed9c..7aecc7f7c 100644
--- a/docs/zero_to_hero_guide/04_Memory101.ipynb
+++ b/docs/zero_to_hero_guide/04_Memory101.ipynb
@@ -55,7 +55,7 @@
    "outputs": [],
    "source": [
     "# Install the client library and a helper package for colored output\n",
-    "!pip install llama-stack-client termcolor\n",
+    "#!pip install llama-stack-client termcolor\n",
     "\n",
     "# 💡 Note: If you're running this in a new environment, you might need to restart\n",
     "# your kernel after installation"