diff --git a/sdk/python/generative-ai/rag/notebooks/azure_cognitive_search/acs_mlindex_with_langchain.ipynb b/sdk/python/generative-ai/rag/notebooks/azure_cognitive_search/acs_mlindex_with_langchain.ipynb
index 908a15c3ba..1a5b7e80ac 100644
--- a/sdk/python/generative-ai/rag/notebooks/azure_cognitive_search/acs_mlindex_with_langchain.ipynb
+++ b/sdk/python/generative-ai/rag/notebooks/azure_cognitive_search/acs_mlindex_with_langchain.ipynb
@@ -442,7 +442,7 @@
     "        embeddings_container=embeddings_container,\n",
     "        embeddings_model=embeddings_model,\n",
     "    )\n",
-    "    use_automatic_compute(generate_embeddings, instance_count=2)\n",
+    "    use_automatic_compute(generate_embeddings)\n",
     "    if optional_pipeline_input_provided(aoai_connection_id):\n",
     "        generate_embeddings.environment_variables[\n",
     "            \"AZUREML_WORKSPACE_CONNECTION_ID_AOAI\"\n",
diff --git a/sdk/python/generative-ai/rag/notebooks/azure_cognitive_search/s3_to_acs_mlindex_with_langchain.ipynb b/sdk/python/generative-ai/rag/notebooks/azure_cognitive_search/s3_to_acs_mlindex_with_langchain.ipynb
index f73a494ae5..acf14d658a 100644
--- a/sdk/python/generative-ai/rag/notebooks/azure_cognitive_search/s3_to_acs_mlindex_with_langchain.ipynb
+++ b/sdk/python/generative-ai/rag/notebooks/azure_cognitive_search/s3_to_acs_mlindex_with_langchain.ipynb
@@ -494,7 +494,7 @@
     "        embeddings_container=embeddings_container,\n",
     "        embeddings_model=embeddings_model,\n",
     "    )\n",
-    "    use_automatic_compute(generate_embeddings, instance_count=2)\n",
+    "    use_automatic_compute(generate_embeddings)\n",
     "    if optional_pipeline_input_provided(aoai_connection_id):\n",
     "        generate_embeddings.environment_variables[\n",
     "            \"AZUREML_WORKSPACE_CONNECTION_ID_AOAI\"\n",
diff --git a/sdk/python/generative-ai/rag/notebooks/faiss/scheduled_update_faiss_index.ipynb b/sdk/python/generative-ai/rag/notebooks/faiss/scheduled_update_faiss_index.ipynb
index c66895d3d0..71d59672c6 100644
--- a/sdk/python/generative-ai/rag/notebooks/faiss/scheduled_update_faiss_index.ipynb
+++ b/sdk/python/generative-ai/rag/notebooks/faiss/scheduled_update_faiss_index.ipynb
@@ -392,7 +392,7 @@
     "        embeddings_container=embeddings_container,\n",
     "        embeddings_model=embeddings_model,\n",
     "    )\n",
-    "    use_automatic_compute(generate_embeddings, instance_count=2)\n",
+    "    use_automatic_compute(generate_embeddings)\n",
     "    if optional_pipeline_input_provided(aoai_connection_id):\n",
     "        generate_embeddings.environment_variables[\n",
     "            \"AZUREML_WORKSPACE_CONNECTION_ID_AOAI\"\n",
diff --git a/sdk/python/generative-ai/rag/notebooks/faiss/url_to_faiss_incremental_embeddings_with_tabular_data.ipynb b/sdk/python/generative-ai/rag/notebooks/faiss/url_to_faiss_incremental_embeddings_with_tabular_data.ipynb
index 5a650f080c..cb1ac10fe5 100644
--- a/sdk/python/generative-ai/rag/notebooks/faiss/url_to_faiss_incremental_embeddings_with_tabular_data.ipynb
+++ b/sdk/python/generative-ai/rag/notebooks/faiss/url_to_faiss_incremental_embeddings_with_tabular_data.ipynb
@@ -522,7 +522,7 @@
     "        embeddings_container=embeddings_container,\n",
     "        embeddings_model=embeddings_model,\n",
     "    )\n",
-    "    use_automatic_compute(generate_embeddings, instance_count=2)\n",
+    "    use_automatic_compute(generate_embeddings)\n",
     "    if optional_pipeline_input_provided(aoai_connection_id):\n",
     "        generate_embeddings.environment_variables[\n",
     "            \"AZUREML_WORKSPACE_CONNECTION_ID_AOAI\"\n",
diff --git a/sdk/python/generative-ai/rag/notebooks/mlindex_with_testgen_autoprompt.ipynb b/sdk/python/generative-ai/rag/notebooks/mlindex_with_testgen_autoprompt.ipynb
index 580de20860..c6a2132070 100644
--- a/sdk/python/generative-ai/rag/notebooks/mlindex_with_testgen_autoprompt.ipynb
+++ b/sdk/python/generative-ai/rag/notebooks/mlindex_with_testgen_autoprompt.ipynb
@@ -383,7 +383,7 @@
     "        chunks_source=crack_and_chunk.outputs.output_chunks,\n",
     "        embeddings_model=embeddings_model,\n",
     "    )\n",
-    "    use_automatic_compute(generate_embeddings, instance_count=2)\n",
+    "    use_automatic_compute(generate_embeddings)\n",
     "    use_aoai_connection(generate_embeddings, aoai_connection_id)\n",
     "\n",
     "    create_faiss_index = create_faiss_index_component(\n",