riteshghorse commented on code in PR #27075:
URL: https://github.com/apache/beam/pull/27075#discussion_r1226798247


##########
examples/notebooks/beam-ml/run_inference_generative_AI.ipynb:
##########
@@ -97,39 +97,14 @@
       "source": [
         "!pip install apache_beam[gcp]==2.48.0\n",
         "!pip install torch\n",
-        "!pip install transformers\n",
-        "!pip install tensorflow"
+        "!pip install transformers"
       ]
     },
     {
       "cell_type": "markdown",
       "source": [
-        "### Authenticate with Google Cloud\n",
-        "This notebook relies on Google Cloud Pub/Sub as an input to the 
pipeline as well for writing out the results. To use your Google Cloud account, 
authenticate this notebook."
-      ],
-      "metadata": {
-        "id": "A0v-oGSfsTHh"
-      }
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "from google.colab import auth\n",
-        "auth.authenticate_user()"
-      ],
-      "metadata": {
-        "id": "hNslPJGil2Zc"
-      },
-      "execution_count": 63,
-      "outputs": []
-    },
-    {
-      "cell_type": "markdown",
-      "source": [
-        "### Import dependencies and set up your bucket\n",
-        "Use the following code to import dependencies and to set up your 
Google Cloud Storage bucket.\n",
-        "\n",
-        "Replace `MESSAGE_TOPIC` and `RESPONSE_TOPIC` with the Pub/Sub topics 
in your project.\n",
+        "## Import dependencies\n",
+        "Use the following code to import dependencies\n",

Review Comment:
   removed the h2 header



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