diff --git a/community-content/tf_agents_bandits_movie_recommendation_with_kfp_and_vertex_sdk/step_by_step_sdk_tf_agents_bandits_movie_recommendation/step_by_step_sdk_tf_agents_bandits_movie_recommendation.ipynb b/community-content/tf_agents_bandits_movie_recommendation_with_kfp_and_vertex_sdk/step_by_step_sdk_tf_agents_bandits_movie_recommendation/step_by_step_sdk_tf_agents_bandits_movie_recommendation.ipynb
index 349f115ca..82638488f 100644
--- a/community-content/tf_agents_bandits_movie_recommendation_with_kfp_and_vertex_sdk/step_by_step_sdk_tf_agents_bandits_movie_recommendation/step_by_step_sdk_tf_agents_bandits_movie_recommendation.ipynb
+++ b/community-content/tf_agents_bandits_movie_recommendation_with_kfp_and_vertex_sdk/step_by_step_sdk_tf_agents_bandits_movie_recommendation/step_by_step_sdk_tf_agents_bandits_movie_recommendation.ipynb
@@ -706,8 +706,8 @@
         "    else:\n",
         "        data_spec = training_data_spec_transformation_fn(\n",
         "            agent.policy.trajectory_spec)\n",
-        "        replay_buffer = trainer.get_replay_buffer(data_spec, environment.batch_size,\n",
-        "                                                  steps_per_loop)\n",
+        "    replay_buffer = trainer.get_replay_buffer(data_spec, environment.batch_size,\n",
+        "                                              steps_per_loop)\n",
         "\n",
         "    # `step_metric` records the number of individual rounds of bandit interaction;\n",
         "    # that is, (number of trajectories) * batch_size.\n",