diff --git a/bootcamp/tutorials/quickstart/hdbscan_clustering_with_milvus.ipynb b/bootcamp/tutorials/quickstart/hdbscan_clustering_with_milvus.ipynb
index 7f4869b2e..1e1fbfaae 100644
--- a/bootcamp/tutorials/quickstart/hdbscan_clustering_with_milvus.ipynb
+++ b/bootcamp/tutorials/quickstart/hdbscan_clustering_with_milvus.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/milvus-io/bootcamp/blob/master/bootcamp/tutorials/quickstart/hdbscan_clustering_with_milvus.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>   <a href=\"bootcamp/bootcamp/tutorials/quickstart/hdbscan_clustering_with_milvus.ipynb at master · milvus-io/bootcamp\" target=\"_blank\">\n",
+    "<a href=\"https://colab.research.google.com/github/milvus-io/bootcamp/blob/master/bootcamp/tutorials/quickstart/hdbscan_clustering_with_milvus.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>   <a href=\"https://github.com/milvus-io/bootcamp/blob/master/bootcamp/tutorials/quickstart/hdbscan_clustering_with_milvus.ipynb\" target=\"_blank\">\n",
     "    <img src=\"https://img.shields.io/badge/View%20on%20GitHub-555555?style=flat&logo=github&logoColor=white\" alt=\"GitHub Repository\"/>"
    ]
   },
@@ -55,44 +55,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "2024-10-16 11:03:00.418817: I tensorflow/core/util/port.cc:153] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`.\n",
-      "2024-10-16 11:03:00.432515: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:485] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered\n",
-      "2024-10-16 11:03:00.446648: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:8454] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered\n",
-      "2024-10-16 11:03:00.450824: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1452] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered\n",
-      "2024-10-16 11:03:00.462393: I tensorflow/core/platform/cpu_feature_guard.cc:210] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.\n",
-      "To enable the following instructions: AVX2 AVX512F AVX512_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.\n",
-      "2024-10-16 11:03:01.128046: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT\n"
-     ]
-    },
-    {
-     "data": {
-      "application/vnd.jupyter.widget-view+json": {
-       "model_id": "7cf59571682e432aa4c9e8b1b102012b",
-       "version_major": 2,
-       "version_minor": 0
-      },
-      "text/plain": [
-       "Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Inference Embeddings: 100%|██████████| 55/55 [00:12<00:00,  4.47it/s]\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "import pandas as pd\n",
     "from dotenv import load_dotenv\n",
diff --git a/bootcamp/tutorials/quickstart/use_ColPALI_with_milvus.ipynb b/bootcamp/tutorials/quickstart/use_ColPALI_with_milvus.ipynb
index 930757980..834f96688 100644
--- a/bootcamp/tutorials/quickstart/use_ColPALI_with_milvus.ipynb
+++ b/bootcamp/tutorials/quickstart/use_ColPALI_with_milvus.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/milvus-io/bootcamp/blob/master/bootcamp/tutorials/quickstart/use_ColPALI_with_milvus.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>   <a href=\"https://github.com/milvus-io/bootcamp/blob/master/bootcamp/tutorials/quickstart/use)ColPALI_with_milvus.ipynb\" target=\"_blank\">\n",
+    "<a href=\"https://colab.research.google.com/github/milvus-io/bootcamp/blob/master/bootcamp/tutorials/quickstart/use_ColPALI_with_milvus.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>   <a href=\"https://github.com/milvus-io/bootcamp/blob/master/bootcamp/tutorials/quickstart/use_ColPALI_with_milvus.ipynb\" target=\"_blank\">\n",
     "    <img src=\"https://img.shields.io/badge/View%20on%20GitHub-555555?style=flat&logo=github&logoColor=white\" alt=\"GitHub Repository\"/>"
    ]
   },