diff --git a/docs/sphinx/source/application-packages.ipynb b/docs/sphinx/source/application-packages.ipynb
index 94e86691..895ac565 100644
--- a/docs/sphinx/source/application-packages.ipynb
+++ b/docs/sphinx/source/application-packages.ipynb
@@ -18,8 +18,24 @@
     "  **_To configure setting an unsupported indexing option (or any other unsupported option),_**\n",
     "  **_export the application package like above, modify the schema or other files_**\n",
     "  **_and deploy the application package from the directory, or as a zipped file._**\n",
-    "  **_Find more details at the end of this notebook._**\n",
-    "\n",
+    "  **_Find more details at the end of this notebook._**"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "e51d0086",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "!pip3 install pyvespa"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "b593d6e2",
+   "metadata": {},
+   "source": [
     "By exporting to disk, one can see the generated files:"
    ]
   },
diff --git a/docs/sphinx/source/examples/multi-vector-indexing.ipynb b/docs/sphinx/source/examples/multi-vector-indexing.ipynb
index 2dc77afe..1a54dd87 100644
--- a/docs/sphinx/source/examples/multi-vector-indexing.ipynb
+++ b/docs/sphinx/source/examples/multi-vector-indexing.ipynb
@@ -24,8 +24,24 @@
     "* How to control text search result highlighting.\n",
     "\n",
     "This notebook requires [pyvespa >= 0.37.1](https://pyvespa.readthedocs.io/en/latest/index.html#requirements)\n",
-    "and the [Vespa CLI](https://pyvespa.readthedocs.io/en/latest/reads-writes.html#Feed-using-Vespa-CLI).\n",
-    "\n",
+    "and the [Vespa CLI](https://pyvespa.readthedocs.io/en/latest/reads-writes.html#Feed-using-Vespa-CLI)."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "bf5137e2",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "!pip3 install pyvespa"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "0d35f3da",
+   "metadata": {},
+   "source": [
     "## Create the application"
    ]
   },
diff --git a/docs/sphinx/source/examples/pyvespa-examples.ipynb b/docs/sphinx/source/examples/pyvespa-examples.ipynb
index 44fa956a..393a301e 100644
--- a/docs/sphinx/source/examples/pyvespa-examples.ipynb
+++ b/docs/sphinx/source/examples/pyvespa-examples.ipynb
@@ -14,6 +14,16 @@
     "Refer to [troubleshooting](https://pyvespa.readthedocs.io/en/latest/troubleshooting.html), which also has utilies for debugging."
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "8fb6db5b",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "!pip3 install pyvespa"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "c77bfca9",