improve to make it more aligned with the template (#2506)

notebooks/community/vision/video_warehouse_sdk.ipynb

@@ -145,43 +145,15 @@
         "Install the following packages required to execute this notebook.\n"
       ]
     },
-    {
-      "cell_type": "markdown",
-      "metadata": {
-        "id": "ArohgKN3MFJ7"
-      },
-      "source": [
-        "### Download SDK"
-      ]
-    },
     {
       "cell_type": "code",
       "execution_count": null,
       "metadata": {
-        "id": "iZj1BqoTxKNN"
-      },
-      "outputs": [],
-      "source": [
-        "!gsutil cp gs://visionai-artifacts/visionai-0.0.6-py3-none-any.whl ."
-      ]
-    },
-    {
-      "cell_type": "markdown",
-      "metadata": {
-        "id": "mBAHlYAKMK1V"
-      },
-      "source": [
-        "### Install SDK"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": null,
-      "metadata": {
-        "id": "8O3A4i0gykbp"
+        "id": "2DWuFFA_wUtL"
       },
       "outputs": [],
       "source": [
+        "!gsutil cp gs://visionai-artifacts/visionai-0.0.6-py3-none-any.whl .\n",
         "!pip install visionai-0.0.6-py3-none-any.whl --force-reinstall"
       ]
     },
@@ -256,32 +228,74 @@
     {
       "cell_type": "markdown",
       "metadata": {
-        "id": "66X_4KaPf-SL"
+        "id": "sBCra4QMA2wR"
       },
       "source": [
-        "### Authenticate your Google Cloud account"
+        "### Authenticate your Google Cloud account\n",
+        "\n",
+        "Depending on your Jupyter environment, you may have to manually authenticate. Follow the relevant instructions below."
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "74ccc9e52986"
+      },
+      "source": [
+        "**1. Vertex AI Workbench**\n",
+        "* Do nothing as you are already authenticated."
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "de775a3773ba"
+      },
+      "source": [
+        "**2. Local JupyterLab instance, uncomment and run:**"
       ]
     },
     {
       "cell_type": "code",
       "execution_count": null,
       "metadata": {
-        "id": "DIqeDLjPnoPd"
+        "id": "254614fa0c46"
       },
       "outputs": [],
       "source": [
-        "!gcloud auth login"
+        "# ! gcloud auth login"
       ]
     },
     {
       "cell_type": "code",
       "execution_count": null,
       "metadata": {
-        "id": "t0-eDmP1s7Qc"
+        "id": "iXNewDH2wkV-"
       },
       "outputs": [],
       "source": [
-        "!gcloud auth application-default login"
+        "# ! gcloud auth application-default login"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "ef21552ccea8"
+      },
+      "source": [
+        "**3. Colab, uncomment and run:**"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "603adbbf0532"
+      },
+      "outputs": [],
+      "source": [
+        "# from google.colab import auth\n",
+        "# auth.authenticate_user(project_id=PROJECT_ID)"
       ]
     },
     {