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+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "34d82d1e",
+   "metadata": {},
+   "source": [
+    "# [admin] Groups command\n",
+    "\n",
+    "\n",
+    "The `groups` command in `admin` scope could help you manage groups.\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "246eebe5",
+   "metadata": {},
+   "source": [
+    "## Setup PrimeHub Python SDK\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "3fb3ee1f",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "PrimeHub Python SDK setup successfully\n"
+     ]
+    }
+   ],
+   "source": [
+    "from primehub import PrimeHub, PrimeHubConfig\n",
+    "ph = PrimeHub(PrimeHubConfig())\n",
+    "\n",
+    "if ph.is_ready():\n",
+    "    print(\"PrimeHub Python SDK setup successfully\")\n",
+    "else:\n",
+    "    print(\"PrimeHub Python SDK couldn't get the group information, follow the 00-getting-started.ipynb to complete it\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "1b2f8751",
+   "metadata": {},
+   "source": [
+    "## Help documentation"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "b7895cdc",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Help on AdminGroups in module primehub.admin_groups object:\n",
+      "\n",
+      "class AdminGroups(primehub.Helpful, primehub.Module, AdminGroupsUsers, AdminGroupsImages, AdminGroupsInstanceTypes, AdminGroupsVolumes)\n",
+      " |  AdminGroups(primehub: primehub.PrimeHub, **kwargs)\n",
+      " |  \n",
+      " |  Method resolution order:\n",
+      " |      AdminGroups\n",
+      " |      primehub.Helpful\n",
+      " |      primehub.Module\n",
+      " |      AdminGroupsUsers\n",
+      " |      AdminGroupsImages\n",
+      " |      AdminGroupsInstanceTypes\n",
+      " |      AdminGroupsVolumes\n",
+      " |      primehub.HTTPSupport\n",
+      " |      builtins.object\n",
+      " |  \n",
+      " |  Methods defined here:\n",
+      " |  \n",
+      " |  create(self, config: dict)\n",
+      " |      Create a group\n",
+      " |      \n",
+      " |      :type config: dict\n",
+      " |      :param config: the configurations of the created group\n",
+      " |      \n",
+      " |      :rtype: dict\n",
+      " |      :return: the created group\n",
+      " |  \n",
+      " |  delete(self, id: str) -> dict\n",
+      " |      Delete the group by id\n",
+      " |      \n",
+      " |      :type id: str\n",
+      " |      :param id: the group id\n",
+      " |      \n",
+      " |      :rtype: dict\n",
+      " |      :return: the deleted group\n",
+      " |  \n",
+      " |  get(self, id: str) -> dict\n",
+      " |      Get the group info by id\n",
+      " |      \n",
+      " |      :type id: str\n",
+      " |      :param id: the group id\n",
+      " |      \n",
+      " |      :rtype: dict\n",
+      " |      :return: the group info\n",
+      " |  \n",
+      " |  help_description(self)\n",
+      " |      one line description for all commands\n",
+      " |  \n",
+      " |  list(self, **kwargs) -> Iterator\n",
+      " |      List groups\n",
+      " |      \n",
+      " |      :type page: int\n",
+      " |      :param page: the page of all data\n",
+      " |      \n",
+      " |      :rtype: Iterator\n",
+      " |      :return: groups iterator\n",
+      " |  \n",
+      " |  update(self, id: str, config: dict)\n",
+      " |      Update the group\n",
+      " |      \n",
+      " |      :type id: str\n",
+      " |      :param id: the group id\n",
+      " |      :type config: dict\n",
+      " |      :param config: the configurations for the updated group\n",
+      " |      \n",
+      " |      :rtype: dict\n",
+      " |      :return: the group\n",
+      " |  \n",
+      " |  ----------------------------------------------------------------------\n",
+      " |  Data and other attributes defined here:\n",
+      " |  \n",
+      " |  __abstractmethods__ = frozenset()\n",
+      " |  \n",
+      " |  ----------------------------------------------------------------------\n",
+      " |  Data descriptors inherited from primehub.Helpful:\n",
+      " |  \n",
+      " |  __dict__\n",
+      " |      dictionary for instance variables (if defined)\n",
+      " |  \n",
+      " |  __weakref__\n",
+      " |      list of weak references to the object (if defined)\n",
+      " |  \n",
+      " |  ----------------------------------------------------------------------\n",
+      " |  Methods inherited from primehub.Module:\n",
+      " |  \n",
+      " |  __init__(self, primehub: primehub.PrimeHub, **kwargs)\n",
+      " |      Initialize self.  See help(type(self)) for accurate signature.\n",
+      " |  \n",
+      " |  display(self, action: dict, value: Any)\n",
+      " |  \n",
+      " |  get_display(self) -> primehub.utils.display.Displayable\n",
+      " |  \n",
+      " |  ----------------------------------------------------------------------\n",
+      " |  Static methods inherited from primehub.Module:\n",
+      " |  \n",
+      " |  output(result: dict, object_path: str)\n",
+      " |      Give a dict {'data': {'a': {'b': 'c'}}}\n",
+      " |      we could get the c by the path a.b\n",
+      " |  \n",
+      " |  ----------------------------------------------------------------------\n",
+      " |  Data descriptors inherited from primehub.Module:\n",
+      " |  \n",
+      " |  current_group\n",
+      " |  \n",
+      " |  endpoint\n",
+      " |  \n",
+      " |  group_id\n",
+      " |  \n",
+      " |  group_name\n",
+      " |  \n",
+      " |  primehub_config\n",
+      " |  \n",
+      " |  ----------------------------------------------------------------------\n",
+      " |  Methods inherited from AdminGroupsUsers:\n",
+      " |  \n",
+      " |  connect_user(self, group_id: str, user_id: str, **kwargs)\n",
+      " |      Add the user to the group\n",
+      " |      \n",
+      " |      :type group_id: str\n",
+      " |      :param group_id: the group id\n",
+      " |      \n",
+      " |      :type user_id: str\n",
+      " |      :param user_id: the user id\n",
+      " |      \n",
+      " |      :returns errors or group-id if the user was added\n",
+      " |      :rtype dict\n",
+      " |  \n",
+      " |  disconnect_user(self, group_id: str, user_id: str, **kwargs)\n",
+      " |      Add the user to the group\n",
+      " |      \n",
+      " |      :type group_id: str\n",
+      " |      :param group_id: the group id\n",
+      " |      \n",
+      " |      :type user_id: str\n",
+      " |      :param user_id: the user id\n",
+      " |      \n",
+      " |      :returns errors or group-id if the user was added\n",
+      " |      :rtype dict\n",
+      " |  \n",
+      " |  list_users(self, group_id: str)\n",
+      " |      List users in the group\n",
+      " |      \n",
+      " |      :type group_id: str\n",
+      " |      :param group_id: the group id\n",
+      " |      \n",
+      " |      :returns errors or list\n",
+      " |      :rtype dict, list\n",
+      " |  \n",
+      " |  ----------------------------------------------------------------------\n",
+      " |  Methods inherited from AdminGroupsImages:\n",
+      " |  \n",
+      " |  connect_image(self, group_id: str, image_id: str) -> Dict\n",
+      " |      Make the image join the group\n",
+      " |      \n",
+      " |      :type group_id: str\n",
+      " |      :param group_id: The group id\n",
+      " |      \n",
+      " |      :type image_id: str\n",
+      " |      :param image_id: The image id\n",
+      " |      \n",
+      " |      :rtype dict\n",
+      " |      :return The image\n",
+      " |  \n",
+      " |  create_image(self, group_id: str, config: Dict) -> Dict\n",
+      " |      Create a new image and connect it to the group\n",
+      " |      \n",
+      " |      :type group_id: str\n",
+      " |      :param group_id: The group id\n",
+      " |      \n",
+      " |      :type config: dict\n",
+      " |      :param config: The configurations for creating an image\n",
+      " |      \n",
+      " |      :rtype dict\n",
+      " |      :return The image\n",
+      " |  \n",
+      " |  disconnect_image(self, group_id: str, image_id: str) -> Dict\n",
+      " |      Make the image leave the group\n",
+      " |      \n",
+      " |      :type group_id: str\n",
+      " |      :param group_id: The group id\n",
+      " |      \n",
+      " |      :type image_id: str\n",
+      " |      :param image_id: The image id\n",
+      " |      \n",
+      " |      :rtype dict\n",
+      " |      :return The image\n",
+      " |  \n",
+      " |  list_images(self, group_id: str) -> List\n",
+      " |      List images in the group\n",
+      " |      \n",
+      " |      :type group_id: str\n",
+      " |      :param group_id: The group id\n",
+      " |      \n",
+      " |      :rtype list\n",
+      " |      :return image list\n",
+      " |  \n",
+      " |  ----------------------------------------------------------------------\n",
+      " |  Methods inherited from AdminGroupsInstanceTypes:\n",
+      " |  \n",
+      " |  connect_instancetype(self, group_id: str, instancetype_id: str) -> Dict\n",
+      " |      Make the instanceType join the group\n",
+      " |      \n",
+      " |      :type group_id: str\n",
+      " |      :param group_id: The group id\n",
+      " |      \n",
+      " |      :type instancetype_id: str\n",
+      " |      :param instancetype_id: The instanceType id\n",
+      " |      \n",
+      " |      :rtype dict\n",
+      " |      :return The image\n",
+      " |  \n",
+      " |  create_instancetype(self, group_id: str, config: Dict) -> Dict\n",
+      " |      Create a new instanceType and connect it to the group\n",
+      " |      \n",
+      " |      :type group_id: str\n",
+      " |      :param group_id: The group id\n",
+      " |      \n",
+      " |      :type config: dict\n",
+      " |      :param config: The configurations for creating an instanceType\n",
+      " |      \n",
+      " |      :rtype dict\n",
+      " |      :return The instanceType\n",
+      " |  \n",
+      " |  disconnect_instancetype(self, group_id: str, instancetype_id: str) -> Dict\n",
+      " |      Make the instanceType leave the group\n",
+      " |      \n",
+      " |      :type group_id: str\n",
+      " |      :param group_id: The group id\n",
+      " |      \n",
+      " |      :type instancetype_id: str\n",
+      " |      :param instancetype_id: The instanceType id\n",
+      " |      \n",
+      " |      :rtype dict\n",
+      " |      :return The image\n",
+      " |  \n",
+      " |  list_instancetypes(self, group_id: str) -> List\n",
+      " |      List instance-type in the group\n",
+      " |      \n",
+      " |      :type group_id: str\n",
+      " |      :param group_id: The group id\n",
+      " |      \n",
+      " |      :rtype list\n",
+      " |      :return instance-type list\n",
+      " |  \n",
+      " |  ----------------------------------------------------------------------\n",
+      " |  Methods inherited from AdminGroupsVolumes:\n",
+      " |  \n",
+      " |  connect_volume(self, group_id: str, volume_id: str) -> Dict\n",
+      " |      Make the volume join the group\n",
+      " |      \n",
+      " |      :type group_id: str\n",
+      " |      :param group_id: The group id\n",
+      " |      \n",
+      " |      :type volume_id: str\n",
+      " |      :param volume_id: The volume id\n",
+      " |      \n",
+      " |      :rtype dict\n",
+      " |      :return The volume\n",
+      " |  \n",
+      " |  create_volume(self, group_id: str, writable: bool, config: Dict) -> Dict\n",
+      " |      Create a new volume and connect it to the group\n",
+      " |      \n",
+      " |      :type group_id: str\n",
+      " |      :param group_id: The group id\n",
+      " |      \n",
+      " |      :type writable: bool\n",
+      " |      :param writable: Set the writable for the connection\n",
+      " |      \n",
+      " |      :type config: dict\n",
+      " |      :param config: The configurations for creating an instanceType\n",
+      " |      \n",
+      " |      :rtype dict\n",
+      " |      :return The volume\n",
+      " |  \n",
+      " |  disconnect_volume(self, group_id: str, volume_id: str) -> Dict\n",
+      " |      Make the volume leave the group\n",
+      " |      \n",
+      " |      :type group_id: str\n",
+      " |      :param group_id: The group id\n",
+      " |      \n",
+      " |      :type volume_id: str\n",
+      " |      :param volume_id: The volume id\n",
+      " |      \n",
+      " |      :rtype dict\n",
+      " |      :return The volume\n",
+      " |  \n",
+      " |  list_volumes(self, group_id: str) -> List\n",
+      " |      List volumes in the group\n",
+      " |      \n",
+      " |      :type group_id: str\n",
+      " |      :param group_id: The group id\n",
+      " |      \n",
+      " |      :rtype list\n",
+      " |      :return volumes list\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "help(ph.admin.groups)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "d759718a",
+   "metadata": {},
+   "source": [
+    "## Group management\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "4ead7cc6",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Usage: \n",
+      "  primehub admin groups <command>\n",
+      "\n",
+      "Manage groups\n",
+      "\n",
+      "Available Commands:\n",
+      "  connect-image         Make the image join the group\n",
+      "  connect-instancetype  Make the instanceType join the group\n",
+      "  connect-user          Add the user to the group\n",
+      "  connect-volume        Make the volume join the group\n",
+      "  create                Create a group\n",
+      "  create-image          Add the image to the group\n",
+      "  create-instancetype   Create a new instanceType and connect it to the group\n",
+      "  create-volume         Create a new volume and connect it to the group\n",
+      "  delete                Delete the group by id\n",
+      "  disconnect-image      Make the image leave the group\n",
+      "  disconnect-instancetype\n",
+      "                        Make the instanceType leave the group\n",
+      "  disconnect-user       Remove the user from the group\n",
+      "  disconnect-volume     Make the volume leave the group\n",
+      "  get                   Get the group info by id\n",
+      "  list                  List groups\n",
+      "  list-images           List images in the group\n",
+      "  list-instancetypes    List instanceTypes in the group\n",
+      "  list-users            List users in the group\n",
+      "  list-volumes          List volumes in the group\n",
+      "  update                Update the group\n",
+      "\n",
+      "Options:\n",
+      "  -h, --help            Show the help\n",
+      "\n",
+      "Global Options:\n",
+      "  --config CONFIG       Change the path of the config file (Default: ~/.primehub/config.json)\n",
+      "  --endpoint ENDPOINT   Override the GraphQL API endpoint\n",
+      "  --token TOKEN         Override the API Token\n",
+      "  --group GROUP         Override the current group\n",
+      "  --json                Output the json format (output human-friendly format by default)\n"
+     ]
+    }
+   ],
+   "source": [
+    "!primehub admin groups help"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "25473175",
+   "metadata": {},
+   "source": [
+    "For `create` and `update` actions are needed a configuration to mutate a group. Here is the fields table:\n",
+    "\n",
+    "\n",
+    "### Fields\n",
+    "\n",
+    "| field | required | type | description |\n",
+    "| --- | --- | --- | --- |\n",
+    "| name | required | string | must start with a letter or numeric, '-' and '_' are allowed, and the length should be more than 2. |\n",
+    "| displayName | optional | string | display name |\n",
+    "| quotaCpu | optional | float | how many CPU can be used by the user within this group, default: 0.5 |\n",
+    "| quotaGpu | optional | int | how many GPU can be used by the user within this group, default: 0 |\n",
+    "| quotaMemory | optional | float | how many memory can be used by the user within this group, default: unlimited GB |\n",
+    "| projectQuotaCpu | optional | float |  how many CPU can be shared by all users in the group, default: unlimited |\n",
+    "| projectQuotaGpu | optional | int | how many GPU can be shared by all users in the group, default: unlimited |\n",
+    "| projectQuotaMemory| optional | float | how many memory can be shared by all users in the group, default: unlimited GB |\n",
+    "| admins | optional | string | assign admin user of the group, multiple users are able to be assigned (see [also](https://docs.primehub.io/docs/guide_manual/admin-group#group-admin)) |\n",
+    "| users | optional | assign / dissociate users to the group | please see the connect / disconnect examples |\n",
+    "\n",
+    "*Note: user resource quota should not greater than project resource quota. e.g., `quotaCpu <= projectQuotaCpu`*\n",
+    "\n",
+    "\n",
+    "#### Model Deployment\n",
+    "Groups with enabled model deployment are able to deploy/serve models. (see [also](https://docs.primehub.io/docs/guide_manual/admin-group#model-deployment))\n",
+    "\n",
+    "`maxDeploy` is used when `enabledDeployment` is enable:\n",
+    "\n",
+    "| field | required | type | description |\n",
+    "| --- | --- | --- | --- |\n",
+    "| enabledDeployment | optional | boolean | enable model deployment |\n",
+    "| maxDeploy | optional | int | limit on the amount of deployments for this group |\n",
+    "\n",
+    "#### Shared Volume\n",
+    "The created shared volume is shared among members in the group. (see [also](https://docs.primehub.io/docs/guide_manual/admin-group#shared-volume))\n",
+    "\n",
+    "`sharedVolumeCapacity` is used when `enabledSharedVolume` is enable:\n",
+    "\n",
+    "| field | required | type | description |\n",
+    "| --- | --- | --- | --- |\n",
+    "| enabledSharedVolume | optional | boolean | enable share volume |\n",
+    "| sharedVolumeCapacity | optional | int | the capacity of the shared volume in GB |\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "523cbcf3",
+   "metadata": {},
+   "source": [
+    "## Examples"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "e9d84bc9",
+   "metadata": {},
+   "source": [
+    "You could find [more examples on our github](https://github.com/InfuseAI/primehub-python-sdk/blob/main/docs/CLI/admin/groups.md)."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "df97cd8f",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a5b3e574",
+   "metadata": {},
+   "source": [
+    "### CRUD: Group"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "1c954f5d",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Create a group with admin role\n",
+    "\n",
+    "config = {\n",
+    "  \"name\": \"test_group_from_primehub_sdk\",\n",
+    "  \"displayName\": \"test_group_sdk\",\n",
+    "  \"enabledDeployment\": False,\n",
+    "  \"enabledSharedVolume\": False,\n",
+    "  \"quotaCpu\": 0.5,\n",
+    "  \"quotaGpu\": 0,\n",
+    "  \"admins\": \"\",\n",
+    "  \"users\": {\n",
+    "      \"connect\": []\n",
+    "  }\n",
+    "}\n",
+    "\n",
+    "group = ph.admin.groups.create(config)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "92d6c349",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>id</th>\n",
+       "      <th>displayName</th>\n",
+       "      <th>name</th>\n",
+       "      <th>admins</th>\n",
+       "      <th>quotaCpu</th>\n",
+       "      <th>quotaGpu</th>\n",
+       "      <th>quotaMemory</th>\n",
+       "      <th>projectQuotaCpu</th>\n",
+       "      <th>projectQuotaGpu</th>\n",
+       "      <th>projectQuotaMemory</th>\n",
+       "      <th>sharedVolumeCapacity</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>21</th>\n",
+       "      <td>c455ccde-3ed0-41d3-9962-5e7d8dd92f20</td>\n",
+       "      <td>test_group_sdk</td>\n",
+       "      <td>test_group_from_primehub_sdk</td>\n",
+       "      <td></td>\n",
+       "      <td>0.5</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                      id     displayName  \\\n",
+       "21  c455ccde-3ed0-41d3-9962-5e7d8dd92f20  test_group_sdk   \n",
+       "\n",
+       "                            name admins  quotaCpu  quotaGpu  quotaMemory  \\\n",
+       "21  test_group_from_primehub_sdk              0.5       0.0          NaN   \n",
+       "\n",
+       "    projectQuotaCpu  projectQuotaGpu  projectQuotaMemory  sharedVolumeCapacity  \n",
+       "21              NaN              NaN                 NaN                   NaN  "
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# List groups\n",
+    "\n",
+    "groups_df = pd.DataFrame(ph.admin.groups.list())\n",
+    "groups_df[groups_df['name'] == config['name']]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "58454fd1",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'id': 'c455ccde-3ed0-41d3-9962-5e7d8dd92f20',\n",
+       " 'displayName': 'test_group_sdk',\n",
+       " 'name': 'test_group_from_primehub_sdk',\n",
+       " 'admins': '',\n",
+       " 'users': [],\n",
+       " 'quotaCpu': 0.5,\n",
+       " 'quotaGpu': 0,\n",
+       " 'quotaMemory': None,\n",
+       " 'projectQuotaCpu': None,\n",
+       " 'projectQuotaGpu': None,\n",
+       " 'projectQuotaMemory': None,\n",
+       " 'resourceStatus': {'cpuUsage': '0', 'memUsage': '0', 'gpuUsage': '0'},\n",
+       " 'enabledDeployment': False,\n",
+       " 'maxDeploy': None,\n",
+       " 'deploymentsUsage': None,\n",
+       " 'enabledSharedVolume': False,\n",
+       " 'jobDefaultActiveDeadlineSeconds': None,\n",
+       " 'sharedVolumeCapacity': None,\n",
+       " 'launchGroupOnly': None,\n",
+       " 'images': [],\n",
+       " 'instanceTypes': [],\n",
+       " 'volumes': []}"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Get the group info by id\n",
+    "\n",
+    "ph.admin.groups.get(group['id'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "33bfbf99",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'id': 'c455ccde-3ed0-41d3-9962-5e7d8dd92f20'}"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Delete the group by id\n",
+    "\n",
+    "ph.admin.groups.delete(group['id'])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "94c17a4b",
+   "metadata": {},
+   "source": [
+    "### Connect, disconnect, list: Group -> Users"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "73f2f070",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Create a group with admin role\n",
+    "config = {\n",
+    "  \"name\": \"test_group_from_primehub_sdk_connect_users\",\n",
+    "  \"displayName\": \"test_group_sdk_connect_users\",\n",
+    "  \"enabledDeployment\": False,\n",
+    "  \"enabledSharedVolume\": False,\n",
+    "  \"quotaCpu\": 0.5,\n",
+    "  \"quotaGpu\": 0,\n",
+    "  \"admins\": \"\",\n",
+    "  \"users\": {\n",
+    "      \"connect\": []\n",
+    "  }\n",
+    "}\n",
+    "\n",
+    "group = ph.admin.groups.create(config)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "e4338175",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Create a user with admin role\n",
+    "config = {\n",
+    "  \"username\": \"user-admin-from-jupyter\",\n",
+    "  \"groups\": {\n",
+    "    \"connect\": [\n",
+    "      {\n",
+    "        \"id\": ph.group_id\n",
+    "      }\n",
+    "    ]\n",
+    "  },\n",
+    "  \"isAdmin\": True\n",
+    "}\n",
+    "user = ph.admin.users.create(config)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "13db9d0c",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'id': '63eaf5f8-c063-4d06-a7e3-e48620a80a12'}"
+      ]
+     },
+     "execution_count": 11,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Connect user with group\n",
+    "\n",
+    "ph.admin.groups.connect_user(group['id'], user['id'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "a8342398",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[{'id': '5d97832f-39a8-4f40-8631-1a2de57dd59e',\n",
+       "  'username': 'user-admin-from-jupyter',\n",
+       "  'group_admin': False}]"
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# List the connection between group and user\n",
+    "\n",
+    "ph.admin.groups.list_users(group['id'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "6611ad8e",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Disconnect user with group\n",
+    "\n",
+    "ph.admin.groups.disconnect_user(group['id'], user['id'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "id": "60b0a4e8",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[{'id': '5d97832f-39a8-4f40-8631-1a2de57dd59e',\n",
+       "  'username': 'user-admin-from-jupyter',\n",
+       "  'group_admin': False}]"
+      ]
+     },
+     "execution_count": 15,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# List the connection between group and user\n",
+    "\n",
+    "ph.admin.groups.list_users(group['id'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "3ebaf8c4",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'id': '63eaf5f8-c063-4d06-a7e3-e48620a80a12'}"
+      ]
+     },
+     "execution_count": 16,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Delete the group by id\n",
+    "\n",
+    "ph.admin.groups.delete(group['id'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "id": "f3edbdff",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'id': '5d97832f-39a8-4f40-8631-1a2de57dd59e',\n",
+       " 'username': 'user-admin-from-jupyter'}"
+      ]
+     },
+     "execution_count": 17,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Delete the user by id\n",
+    "\n",
+    "ph.admin.users.delete(user['id'])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "b1c2922d",
+   "metadata": {},
+   "source": [
+    "### Connect, disconnect, list: Group -> instance type"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "id": "afdd4486",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Create a group with admin role\n",
+    "config = {\n",
+    "  \"name\": \"test_group_from_primehub_sdk_connect_instance_type\",\n",
+    "  \"displayName\": \"test_group_sdk_connect_instance_type\",\n",
+    "  \"enabledDeployment\": False,\n",
+    "  \"enabledSharedVolume\": False,\n",
+    "  \"quotaCpu\": 0.5,\n",
+    "  \"quotaGpu\": 0,\n",
+    "  \"admins\": \"\",\n",
+    "  \"users\": {\n",
+    "      \"connect\": []\n",
+    "  }\n",
+    "}\n",
+    "\n",
+    "group = ph.admin.groups.create(config)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "id": "712cfbb8",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'id': 'cpu-instance-by-sdk-group'}"
+      ]
+     },
+     "execution_count": 19,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# create an instance type\n",
+    "config = {\n",
+    "  \"name\": \"cpu-instance-by-sdk-group\",\n",
+    "  \"displayName\": \"CPU 1\",\n",
+    "  \"description\": \"1 vCPU / 1G Memory\",\n",
+    "  \"cpuLimit\": 1,\n",
+    "  \"memoryLimit\": 1,\n",
+    "  \"gpuLimit\": 0,\n",
+    "  \"global\": False\n",
+    "}\n",
+    "\n",
+    "try:\n",
+    "    instance_type = ph.admin.groups.create_instancetype(group['id'], config)\n",
+    "except:\n",
+    "    instance_type = ph.admin.instancetypes.create(config)\n",
+    "instance_type"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "id": "78b578b9",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'id': 'cpu-instance-by-sdk-group',\n",
+       " 'global': False,\n",
+       " 'cpuRequest': None,\n",
+       " 'memoryRequest': None,\n",
+       " 'groups': [{'id': 'df51c65d-ade9-483a-bf15-3289ce1a2055',\n",
+       "   'name': 'test_group_from_primehub_sdk_connect_instance_type',\n",
+       "   'displayName': 'test_group_sdk_connect_instance_type',\n",
+       "   'quotaCpu': 0.5,\n",
+       "   'quotaGpu': 0}],\n",
+       " 'nodeSelector': {}}"
+      ]
+     },
+     "execution_count": 20,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Connect instance type with group\n",
+    "\n",
+    "ph.admin.groups.connect_instancetype(group['id'], instance_type['id'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "439a2181",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# List the connection between group and instance type\n",
+    "\n",
+    "ph.admin.groups.list_instancetypes(group['id'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "id": "27ae5482",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'id': 'cpu-instance-by-sdk-group',\n",
+       " 'global': False,\n",
+       " 'cpuRequest': None,\n",
+       " 'memoryRequest': None,\n",
+       " 'groups': [],\n",
+       " 'nodeSelector': {}}"
+      ]
+     },
+     "execution_count": 22,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Disconnect instance type with group\n",
+    "\n",
+    "ph.admin.groups.disconnect_instancetype(group['id'], instance_type['id'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "f74b4c0b",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# List the connection between group and instance type\n",
+    "\n",
+    "ph.admin.groups.list_instancetypes(group['id'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "id": "2c8fc148",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'id': 'df51c65d-ade9-483a-bf15-3289ce1a2055'}"
+      ]
+     },
+     "execution_count": 24,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Delete the group by id\n",
+    "\n",
+    "ph.admin.groups.delete(group['id'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "id": "bd0f4fc3",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'id': 'cpu-instance-by-sdk-group'}"
+      ]
+     },
+     "execution_count": 25,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Delete the instance type\n",
+    "\n",
+    "ph.admin.instancetypes.delete(instance_type['id'])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "9400a2e7",
+   "metadata": {},
+   "source": [
+    "### Connect, disconnect, list: Group -> image"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "id": "2ec67caf",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Create a group with admin role\n",
+    "config = {\n",
+    "  \"name\": \"test_group_from_primehub_sdk_connect_image\",\n",
+    "  \"displayName\": \"test_group_sdk_connect_image\",\n",
+    "  \"enabledDeployment\": False,\n",
+    "  \"enabledSharedVolume\": False,\n",
+    "  \"quotaCpu\": 0.5,\n",
+    "  \"quotaGpu\": 0,\n",
+    "  \"admins\": \"\",\n",
+    "  \"users\": {\n",
+    "      \"connect\": []\n",
+    "  }\n",
+    "}\n",
+    "\n",
+    "group = ph.admin.groups.create(config)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "id": "7232cf73",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'id': 'image-by-sdk'}"
+      ]
+     },
+     "execution_count": 27,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# create an image\n",
+    "config = {\n",
+    "  \"name\": \"image-by-sdk\",\n",
+    "  \"displayName\": \"Learning how to create an image from SDK\",\n",
+    "  \"description\": \"base-notebook with python 3.7\",\n",
+    "  \"type\": \"both\",\n",
+    "  \"url\": \"infuseai/docker-stacks:base-notebook-63fdf50a\",\n",
+    "  \"urlForGpu\": \"infuseai/docker-stacks:base-notebook-63fdf50a-gpu\",\n",
+    "  \"global\": True\n",
+    "}\n",
+    "\n",
+    "try:\n",
+    "    image = ph.admin.groups.create_image(group['id'], config)\n",
+    "except:\n",
+    "    image = ph.admin.images.create(config)\n",
+    "image"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "id": "8ac96e70",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'id': 'image-by-sdk',\n",
+       " 'groups': [{'id': '85d1985e-c06b-412e-a181-25539fccf9f6',\n",
+       "   'name': 'test_group_from_primehub_sdk_connect_image',\n",
+       "   'displayName': 'test_group_sdk_connect_image'}],\n",
+       " 'displayName': 'Learning how to create an image from SDK',\n",
+       " 'description': 'base-notebook with python 3.7',\n",
+       " 'url': 'infuseai/docker-stacks:base-notebook-63fdf50a',\n",
+       " 'urlForGpu': 'infuseai/docker-stacks:base-notebook-63fdf50a-gpu',\n",
+       " 'name': 'image-by-sdk',\n",
+       " 'type': 'both',\n",
+       " 'groupName': None,\n",
+       " 'useImagePullSecret': None,\n",
+       " 'logEndpoint': 'https://c.demo.primehub.io/api/logs/images/image-by-sdk/job',\n",
+       " 'isReady': True,\n",
+       " 'spec': {'description': 'base-notebook with python 3.7',\n",
+       "  'displayName': 'Learning how to create an image from SDK',\n",
+       "  'type': 'both',\n",
+       "  'url': 'infuseai/docker-stacks:base-notebook-63fdf50a',\n",
+       "  'urlForGpu': 'infuseai/docker-stacks:base-notebook-63fdf50a-gpu'},\n",
+       " 'global': False,\n",
+       " 'jobStatus': None,\n",
+       " 'imageSpec': None}"
+      ]
+     },
+     "execution_count": 28,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Connect image with group\n",
+    "ph.admin.groups.connect_image(group['id'], image['id'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "fa14caa7",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# List the connection between group and image\n",
+    "ph.admin.groups.list_images(group['id'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "id": "cb8fd7c7",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'id': 'image-by-sdk',\n",
+       " 'groups': [],\n",
+       " 'displayName': 'Learning how to create an image from SDK',\n",
+       " 'description': 'base-notebook with python 3.7',\n",
+       " 'url': 'infuseai/docker-stacks:base-notebook-63fdf50a',\n",
+       " 'urlForGpu': 'infuseai/docker-stacks:base-notebook-63fdf50a-gpu',\n",
+       " 'name': 'image-by-sdk',\n",
+       " 'type': 'both',\n",
+       " 'groupName': None,\n",
+       " 'useImagePullSecret': None,\n",
+       " 'logEndpoint': 'https://c.demo.primehub.io/api/logs/images/image-by-sdk/job',\n",
+       " 'isReady': True,\n",
+       " 'spec': {'description': 'base-notebook with python 3.7',\n",
+       "  'displayName': 'Learning how to create an image from SDK',\n",
+       "  'type': 'both',\n",
+       "  'url': 'infuseai/docker-stacks:base-notebook-63fdf50a',\n",
+       "  'urlForGpu': 'infuseai/docker-stacks:base-notebook-63fdf50a-gpu'},\n",
+       " 'global': False,\n",
+       " 'jobStatus': None,\n",
+       " 'imageSpec': None}"
+      ]
+     },
+     "execution_count": 30,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Disconnect image with group\n",
+    "\n",
+    "ph.admin.groups.disconnect_image(group['id'], image['id'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "1962b7fe",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# List the connection between group and image\n",
+    "\n",
+    "ph.admin.groups.list_images(group['id'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 32,
+   "id": "1bbfb77e",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'id': '85d1985e-c06b-412e-a181-25539fccf9f6'}"
+      ]
+     },
+     "execution_count": 32,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Delete the group by id\n",
+    "\n",
+    "ph.admin.groups.delete(group['id'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 33,
+   "id": "01ee9cc0",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'id': 'image-by-sdk'}"
+      ]
+     },
+     "execution_count": 33,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Delete the image\n",
+    "\n",
+    "ph.admin.images.delete(image['id'])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "0d9534b9",
+   "metadata": {},
+   "source": [
+    "### Connect, disconnect, list: Group -> volumes"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 34,
+   "id": "915ea781",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Create a group with admin role\n",
+    "config = {\n",
+    "  \"name\": \"test_group_from_primehub_sdk_connect_volume\",\n",
+    "  \"displayName\": \"test_group_sdk_connect_volume\",\n",
+    "  \"enabledDeployment\": False,\n",
+    "  \"enabledSharedVolume\": False,\n",
+    "  \"quotaCpu\": 0.5,\n",
+    "  \"quotaGpu\": 0,\n",
+    "  \"admins\": \"\",\n",
+    "  \"users\": {\n",
+    "      \"connect\": []\n",
+    "  }\n",
+    "}\n",
+    "\n",
+    "group = ph.admin.groups.create(config)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 35,
+   "id": "0ffc7365",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'id': 'pv-volume-by-sdk'}"
+      ]
+     },
+     "execution_count": 35,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Create an volume\n",
+    "config = {\n",
+    "  \"name\": \"pv-volume-by-sdk\",\n",
+    "  \"displayName\": \"the volume created by SDK\",\n",
+    "  \"description\": \"It is a PV volume\",\n",
+    "  \"type\": \"pv\",\n",
+    "  \"global\": True,\n",
+    "  \"pvProvisioning\": \"auto\",\n",
+    "  \"volumeSize\": 1\n",
+    "}\n",
+    "\n",
+    "try:\n",
+    "    volume = ph.admin.groups.create_volume(group['id'], writable=True, config=config)\n",
+    "except:\n",
+    "    volume = ph.admin.volumes.create(config)\n",
+    "volume"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 36,
+   "id": "a704d75a",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'id': 'pv-volume-by-sdk', 'uploadServerSecret': None}"
+      ]
+     },
+     "execution_count": 36,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Connect user with group\n",
+    "ph.admin.groups.connect_volume(group['id'], volume['id'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "65823c8b",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# List the connection between group and volume\n",
+    "ph.admin.groups.list_volumes(group['id'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 38,
+   "id": "e25c1a4d",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'id': 'pv-volume-by-sdk', 'uploadServerSecret': None}"
+      ]
+     },
+     "execution_count": 38,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Disconnect volume with group\n",
+    "\n",
+    "ph.admin.groups.disconnect_volume(group['id'], volume['id'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "e01ecf58",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# List the connection between group and volume\n",
+    "\n",
+    "ph.admin.groups.list_volumes(group['id'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 40,
+   "id": "16939b57",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'id': '10c632bd-f145-4631-b7bf-5ba8974339c4'}"
+      ]
+     },
+     "execution_count": 40,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Delete the group by id\n",
+    "\n",
+    "ph.admin.groups.delete(group['id'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 41,
+   "id": "0def952c",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'id': 'pv-volume-by-sdk'}"
+      ]
+     },
+     "execution_count": 41,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Delete the volume\n",
+    "\n",
+    "ph.admin.volumes.delete(volume['id'])"
+   ]
+  }
+ ],
+ "metadata": {
+  "interpreter": {
+   "hash": "6688a3817b6a9bf9af7edfccc04ec9238693f1be61c239ce0c4444a70d9a5fed"
+  },
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.7.10"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/docs/notebook/admin-portal/02-users.ipynb b/docs/notebook/admin-portal/02-users.ipynb
new file mode 100644
index 00000000..a2b52d07
--- /dev/null
+++ b/docs/notebook/admin-portal/02-users.ipynb
@@ -0,0 +1,829 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "98d093ab",
+   "metadata": {},
+   "source": [
+    "# [admin] Users command\n",
+    "\n",
+    "\n",
+    "The `users` command in `admin` scope could help you manage users.\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "8332f76b",
+   "metadata": {},
+   "source": [
+    "## Setup PrimeHub Python SDK\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "b1ee0b97",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "PrimeHub Python SDK setup successfully\n"
+     ]
+    }
+   ],
+   "source": [
+    "from primehub import PrimeHub, PrimeHubConfig\n",
+    "ph = PrimeHub(PrimeHubConfig())\n",
+    "\n",
+    "if ph.is_ready():\n",
+    "    print(\"PrimeHub Python SDK setup successfully\")\n",
+    "else:\n",
+    "    print(\"PrimeHub Python SDK couldn't get the group information, follow the 00-getting-started.ipynb to complete it\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "86e0b2c6",
+   "metadata": {},
+   "source": [
+    "## Help documentation"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "bff46e93",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Help on AdminUsers in module primehub.admin_users object:\n",
+      "\n",
+      "class AdminUsers(primehub.Helpful, primehub.Module)\n",
+      " |  AdminUsers(primehub: primehub.PrimeHub, **kwargs)\n",
+      " |  \n",
+      " |  Method resolution order:\n",
+      " |      AdminUsers\n",
+      " |      primehub.Helpful\n",
+      " |      primehub.Module\n",
+      " |      primehub.HTTPSupport\n",
+      " |      builtins.object\n",
+      " |  \n",
+      " |  Methods defined here:\n",
+      " |  \n",
+      " |  add_group(self, id: str, group_id)\n",
+      " |      Add group connection to a user by id\n",
+      " |      \n",
+      " |      :type id: str\n",
+      " |      :param id: the id of a user\n",
+      " |      :type group_id: str\n",
+      " |      :param group_id: group id\n",
+      " |      \n",
+      " |      :rtype dict\n",
+      " |      :return a user with groups only\n",
+      " |  \n",
+      " |  create(self, config)\n",
+      " |      Create a user\n",
+      " |      \n",
+      " |      :type config: dict\n",
+      " |      :param config: The configurations for creating a user\n",
+      " |      \n",
+      " |      :rtype dict\n",
+      " |      :return The user\n",
+      " |  \n",
+      " |  delete(self, id: str) -> dict\n",
+      " |      Delete an user by id\n",
+      " |      \n",
+      " |      :type id: str\n",
+      " |      :param id: the id of the user\n",
+      " |      \n",
+      " |      :rtype dict\n",
+      " |      :return the user\n",
+      " |  \n",
+      " |  get(self, id: str) -> dict\n",
+      " |      Get an user by id\n",
+      " |      \n",
+      " |      :type id: str\n",
+      " |      :param id: the id of an user\n",
+      " |      \n",
+      " |      :rtype dict\n",
+      " |      :return the user\n",
+      " |  \n",
+      " |  help_description(self)\n",
+      " |      one line description for all commands\n",
+      " |  \n",
+      " |  list(self, **kwargs) -> Iterator\n",
+      " |      List users\n",
+      " |      \n",
+      " |      :type page: int\n",
+      " |      :param page: the page of all data\n",
+      " |      \n",
+      " |      :rtype Iterator\n",
+      " |      :return user iterator\n",
+      " |  \n",
+      " |  list_groups(self, id: str)\n",
+      " |      List groups of a user by id\n",
+      " |      \n",
+      " |      :type id: str\n",
+      " |      :param id: the id of a user\n",
+      " |      \n",
+      " |      :rtype list\n",
+      " |      :return groups\n",
+      " |  \n",
+      " |  remove_group(self, id: str, group_id)\n",
+      " |      Remove group connection from a user by id\n",
+      " |      \n",
+      " |      :type id: str\n",
+      " |      :param id: the id of a user\n",
+      " |      :type group_id: str\n",
+      " |      :param group_id: group id\n",
+      " |      \n",
+      " |      :rtype dict\n",
+      " |      :return a user with groups only\n",
+      " |  \n",
+      " |  reset_password(self, id: str, password: str, **kwargs) -> dict\n",
+      " |      Reset password by id\n",
+      " |      \n",
+      " |      :type id: str\n",
+      " |      :param id: the id of the user\n",
+      " |      \n",
+      " |      :type id: str\n",
+      " |      :param id: password\n",
+      " |      \n",
+      " |      :type temporary: bool\n",
+      " |      :param temporary: make the password temporary\n",
+      " |      \n",
+      " |      :rtype dict\n",
+      " |      :return the user\n",
+      " |  \n",
+      " |  update(self, id: str, config: dict)\n",
+      " |      Update the user\n",
+      " |      \n",
+      " |      :type id: str\n",
+      " |      :param id: the id of the user\n",
+      " |      \n",
+      " |      :rtype: dict\n",
+      " |      :returns: the user\n",
+      " |  \n",
+      " |  ----------------------------------------------------------------------\n",
+      " |  Data and other attributes defined here:\n",
+      " |  \n",
+      " |  __abstractmethods__ = frozenset()\n",
+      " |  \n",
+      " |  ----------------------------------------------------------------------\n",
+      " |  Data descriptors inherited from primehub.Helpful:\n",
+      " |  \n",
+      " |  __dict__\n",
+      " |      dictionary for instance variables (if defined)\n",
+      " |  \n",
+      " |  __weakref__\n",
+      " |      list of weak references to the object (if defined)\n",
+      " |  \n",
+      " |  ----------------------------------------------------------------------\n",
+      " |  Methods inherited from primehub.Module:\n",
+      " |  \n",
+      " |  __init__(self, primehub: primehub.PrimeHub, **kwargs)\n",
+      " |      Initialize self.  See help(type(self)) for accurate signature.\n",
+      " |  \n",
+      " |  display(self, action: dict, value: Any)\n",
+      " |  \n",
+      " |  get_display(self) -> primehub.utils.display.Displayable\n",
+      " |  \n",
+      " |  ----------------------------------------------------------------------\n",
+      " |  Static methods inherited from primehub.Module:\n",
+      " |  \n",
+      " |  output(result: dict, object_path: str)\n",
+      " |      Give a dict {'data': {'a': {'b': 'c'}}}\n",
+      " |      we could get the c by the path a.b\n",
+      " |  \n",
+      " |  ----------------------------------------------------------------------\n",
+      " |  Data descriptors inherited from primehub.Module:\n",
+      " |  \n",
+      " |  current_group\n",
+      " |  \n",
+      " |  endpoint\n",
+      " |  \n",
+      " |  group_id\n",
+      " |  \n",
+      " |  group_name\n",
+      " |  \n",
+      " |  primehub_config\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "help(ph.admin.users)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "92b69c96",
+   "metadata": {},
+   "source": [
+    "## User management"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "669a5261",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Usage: \n",
+      "  primehub admin users <command>\n",
+      "\n",
+      "Manage users\n",
+      "\n",
+      "Available Commands:\n",
+      "  add-group            Add group connection to a user by id\n",
+      "  create               Create a user\n",
+      "  delete               Delete an user by id\n",
+      "  get                  Get an user by id\n",
+      "  list                 List users\n",
+      "  list-groups          List groups of a user by id\n",
+      "  remove-group         Remove group connection from a user by id\n",
+      "  reset-password       Reset password by id\n",
+      "  update               Update the user\n",
+      "\n",
+      "Options:\n",
+      "  -h, --help           Show the help\n",
+      "\n",
+      "Global Options:\n",
+      "  --config CONFIG      Change the path of the config file (Default: ~/.primehub/config.json)\n",
+      "  --endpoint ENDPOINT  Override the GraphQL API endpoint\n",
+      "  --token TOKEN        Override the API Token\n",
+      "  --group GROUP        Override the current group\n",
+      "  --json               Output the json format (output human-friendly format by default)\n"
+     ]
+    }
+   ],
+   "source": [
+    "!primehub admin users help"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "6dd36d73",
+   "metadata": {},
+   "source": [
+    "For `create` and `update` actions are needed a configuration to mutate a user. Here is the fields table:\n",
+    "\n",
+    "\n",
+    "### Fields\n",
+    "\n",
+    "| field | required | type | description |\n",
+    "| --- | --- | --- | --- |\n",
+    "| username | required | string | lower case alphanumeric characters, '-', '.', and underscores (\"_\") are allowed, and must start with a letter or numeric.` |\n",
+    "| email | optional | string | a valid email |\n",
+    "| firstName | optional | string | |\n",
+    "| lastName | optional | string | |\n",
+    "| isAdmin | optional | boolean | grant the administrator role to the user |\n",
+    "| volumeCapacity | optional | int | customize the size of the user volume. unit: `GB`|\n",
+    "| groups | optional | assign the user to groups | please see the `connect` examples |\n",
+    "\n",
+    "These fields are only used with email activation (only for `create`):\n",
+    "\n",
+    "| field | required | type | description |\n",
+    "| --- | --- | --- | --- |\n",
+    "| sendEmail | optional | boolean | send an activation email to the user. (it worked if the smtp was set)|\n",
+    "| resetActions.set | optional | string[] | ask for actions, valid actions: `['VERIFY_EMAIL', 'UPDATE_PASSWORD']` |\n",
+    "| expiresIn | optional | int | expired duration for the activation email |\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "20cd60b9",
+   "metadata": {},
+   "source": [
+    "## Examples"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a96338c5",
+   "metadata": {},
+   "source": [
+    "You could find [more examples on our github](https://github.com/InfuseAI/primehub-python-sdk/blob/main/docs/CLI/admin/users.md)."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "55b19105",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "85e1005e",
+   "metadata": {},
+   "source": [
+    "#### CRUD: User"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "7681961b",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Create a user with admin role\n",
+    "config = {\n",
+    "  \"username\": \"user-admin-from-jupyter\",\n",
+    "  \"groups\": {\n",
+    "    \"connect\": [\n",
+    "      {\n",
+    "        \"id\": ph.group_id\n",
+    "      }\n",
+    "    ]\n",
+    "  },\n",
+    "  \"isAdmin\": True\n",
+    "}\n",
+    "data = ph.admin.users.create(config)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "d178dcd4",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>id</th>\n",
+       "      <th>username</th>\n",
+       "      <th>email</th>\n",
+       "      <th>firstName</th>\n",
+       "      <th>lastName</th>\n",
+       "      <th>enabled</th>\n",
+       "      <th>isAdmin</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>20</th>\n",
+       "      <td>01711a38-da60-4840-91e0-68094105502f</td>\n",
+       "      <td>user-admin-from-jupyter</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                      id                 username email  \\\n",
+       "20  01711a38-da60-4840-91e0-68094105502f  user-admin-from-jupyter  None   \n",
+       "\n",
+       "   firstName lastName  enabled  isAdmin  \n",
+       "20      None     None     True     True  "
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# List users\n",
+    "user_df = pd.DataFrame(ph.admin.users.list())\n",
+    "user_df[user_df['username'] == config['username']]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "b67e984b",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'id': '01711a38-da60-4840-91e0-68094105502f',\n",
+       " 'username': 'user-admin-from-jupyter',\n",
+       " 'email': None,\n",
+       " 'firstName': None,\n",
+       " 'lastName': None,\n",
+       " 'enabled': True,\n",
+       " 'isAdmin': True,\n",
+       " 'volumeCapacity': None,\n",
+       " 'groups': [{'id': '0449b887-5c40-44ba-a945-41bc21c8d15a',\n",
+       "   'name': 'InfuseAI',\n",
+       "   'displayName': 'InfuseAI',\n",
+       "   'quotaCpu': 6,\n",
+       "   'quotaGpu': 2}]}"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Get the user details\n",
+    "ph.admin.users.get(data['id'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "e4ead361",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'id': '01711a38-da60-4840-91e0-68094105502f',\n",
+       " 'username': 'user-admin-from-jupyter',\n",
+       " 'email': None,\n",
+       " 'firstName': None,\n",
+       " 'lastName': None,\n",
+       " 'enabled': True,\n",
+       " 'isAdmin': False,\n",
+       " 'volumeCapacity': None,\n",
+       " 'groups': [{'id': '0449b887-5c40-44ba-a945-41bc21c8d15a',\n",
+       "   'name': 'InfuseAI',\n",
+       "   'displayName': 'InfuseAI',\n",
+       "   'quotaCpu': 6,\n",
+       "   'quotaGpu': 2}]}"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Update the user config setting.\n",
+    "update_config = {\"isAdmin\": False}\n",
+    "data = ph.admin.users.update(data['id'], update_config)\n",
+    "ph.admin.users.get(data['id'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "ceeb58be",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'id': '01711a38-da60-4840-91e0-68094105502f'}"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# reset_password\n",
+    "ph.admin.users.reset_password(id=data['id'], password=\"test_reset_password\", temporary=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "eb03657b",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'id': '01711a38-da60-4840-91e0-68094105502f',\n",
+       " 'username': 'user-admin-from-jupyter'}"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Delete the user\n",
+    "ph.admin.users.delete(data['id'])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "419e6d81",
+   "metadata": {},
+   "source": [
+    "#### CRUD: User <-> Group"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "6638468d",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Create a user with admin role\n",
+    "config = {\n",
+    "  \"username\": \"user-admin-from-jupyter-group\",\n",
+    "  \"groups\": {\n",
+    "    \"connect\": [\n",
+    "      {\n",
+    "        \"id\": ph.group_id\n",
+    "      }\n",
+    "    ]\n",
+    "  },\n",
+    "  \"isAdmin\": True\n",
+    "}\n",
+    "data = ph.admin.users.create(config)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "905f59c1",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>id</th>\n",
+       "      <th>name</th>\n",
+       "      <th>displayName</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>0449b887-5c40-44ba-a945-41bc21c8d15a</td>\n",
+       "      <td>InfuseAI</td>\n",
+       "      <td>InfuseAI</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                     id      name displayName\n",
+       "0  0449b887-5c40-44ba-a945-41bc21c8d15a  InfuseAI    InfuseAI"
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Show the user group list\n",
+    "\n",
+    "user_group_df = pd.DataFrame(ph.admin.users.list_groups(data[\"id\"]))\n",
+    "user_group_df"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "4ef09007",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Add the user into group\n",
+    "groups_df = pd.DataFrame(ph.admin.groups.list())\n",
+    "groups_id = groups_df[\"id\"][0]\n",
+    "ph.admin.users.add_group(data[\"id\"], groups_id)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "7a0ef44f",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>id</th>\n",
+       "      <th>name</th>\n",
+       "      <th>displayName</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>71ac1e32-65fa-4e8e-a735-ba282e3149b1</td>\n",
+       "      <td>AnotherTestGroup</td>\n",
+       "      <td>Another Test Group</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>0449b887-5c40-44ba-a945-41bc21c8d15a</td>\n",
+       "      <td>InfuseAI</td>\n",
+       "      <td>InfuseAI</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                     id              name         displayName\n",
+       "0  71ac1e32-65fa-4e8e-a735-ba282e3149b1  AnotherTestGroup  Another Test Group\n",
+       "1  0449b887-5c40-44ba-a945-41bc21c8d15a          InfuseAI            InfuseAI"
+      ]
+     },
+     "execution_count": 14,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Show the user group list\n",
+    "\n",
+    "user_group_df = pd.DataFrame(ph.admin.users.list_groups(data[\"id\"]))\n",
+    "user_group_df"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "id": "772962c2",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Remove the user out of group\n",
+    "ph.admin.users.remove_group(data[\"id\"], groups_id)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "ca943be3",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>id</th>\n",
+       "      <th>name</th>\n",
+       "      <th>displayName</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>0449b887-5c40-44ba-a945-41bc21c8d15a</td>\n",
+       "      <td>InfuseAI</td>\n",
+       "      <td>InfuseAI</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                     id      name displayName\n",
+       "0  0449b887-5c40-44ba-a945-41bc21c8d15a  InfuseAI    InfuseAI"
+      ]
+     },
+     "execution_count": 16,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Show the user group list\n",
+    "\n",
+    "user_group_df = pd.DataFrame(ph.admin.users.list_groups(data[\"id\"]))\n",
+    "user_group_df"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "id": "486f0c4f",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'id': '29541eb1-42cd-4b94-ac93-04d798986885',\n",
+       " 'username': 'user-admin-from-jupyter-group'}"
+      ]
+     },
+     "execution_count": 17,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Delete the user\n",
+    "ph.admin.users.delete(data['id'])"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.7.10"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/docs/notebook/admin-portal/03-instancetypes.ipynb b/docs/notebook/admin-portal/03-instancetypes.ipynb
new file mode 100644
index 00000000..cdcee5a4
--- /dev/null
+++ b/docs/notebook/admin-portal/03-instancetypes.ipynb
@@ -0,0 +1,757 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "e4a450cc",
+   "metadata": {},
+   "source": [
+    "# [admin] Instancetypes command\n",
+    "\n",
+    "\n",
+    "The `instancetypes` command in `admin` scope could help you manage instancetypes.\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a8cc7ae7",
+   "metadata": {},
+   "source": [
+    "## Setup PrimeHub Python SDK\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "a2cca202",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "PrimeHub Python SDK setup successfully\n"
+     ]
+    }
+   ],
+   "source": [
+    "from primehub import PrimeHub, PrimeHubConfig\n",
+    "ph = PrimeHub(PrimeHubConfig())\n",
+    "\n",
+    "if ph.is_ready():\n",
+    "    print(\"PrimeHub Python SDK setup successfully\")\n",
+    "else:\n",
+    "    print(\"PrimeHub Python SDK couldn't get the group information, follow the 00-getting-started.ipynb to complete it\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "4985c74c",
+   "metadata": {},
+   "source": [
+    "## Help documentation"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "c689b716",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Help on AdminInstanceTypes in module primehub.admin_instancetypes object:\n",
+      "\n",
+      "class AdminInstanceTypes(primehub.Helpful, primehub.Module)\n",
+      " |  AdminInstanceTypes(primehub: primehub.PrimeHub, **kwargs)\n",
+      " |  \n",
+      " |  Method resolution order:\n",
+      " |      AdminInstanceTypes\n",
+      " |      primehub.Helpful\n",
+      " |      primehub.Module\n",
+      " |      primehub.HTTPSupport\n",
+      " |      builtins.object\n",
+      " |  \n",
+      " |  Methods defined here:\n",
+      " |  \n",
+      " |  add_group(self, id: str, group_id)\n",
+      " |      Add group connection to an instance type by id.\n",
+      " |      \n",
+      " |      :type id: str\n",
+      " |      :param id: the id of an instance type\n",
+      " |      :type group_id: str\n",
+      " |      :param group_id: group id\n",
+      " |      \n",
+      " |      :rtype dict\n",
+      " |      :return an instance type with groups only\n",
+      " |  \n",
+      " |  create(self, config)\n",
+      " |      Create an instance type\n",
+      " |      \n",
+      " |      :type config: dict\n",
+      " |      :param config: The configurations for creating an instance type\n",
+      " |      \n",
+      " |      :rtype dict\n",
+      " |      :return The instance type\n",
+      " |  \n",
+      " |  delete(self, id)\n",
+      " |      Delete an instance type by id\n",
+      " |      \n",
+      " |      :type id: str\n",
+      " |      :param id: the id of an instance type\n",
+      " |      \n",
+      " |      :rtype dict\n",
+      " |      :return an instance type\n",
+      " |  \n",
+      " |  get(self, id: str) -> dict\n",
+      " |      Get an instance type by id\n",
+      " |      \n",
+      " |      :type id: str\n",
+      " |      :param id: the id of an instance type\n",
+      " |      \n",
+      " |      :rtype dict\n",
+      " |      :return an instance type\n",
+      " |  \n",
+      " |  help_description(self)\n",
+      " |      one line description for all commands\n",
+      " |  \n",
+      " |  list(self, **kwargs) -> Iterator\n",
+      " |      List instance type\n",
+      " |      \n",
+      " |      :type page: int\n",
+      " |      :param page: the page of all data\n",
+      " |      \n",
+      " |      :rtype Iterator\n",
+      " |      :return instance type iterator\n",
+      " |  \n",
+      " |  list_groups(self, id: str)\n",
+      " |      List groups of an instance type by id. It will return empty list if the instance type is at the global scope.\n",
+      " |      \n",
+      " |      :type id: str\n",
+      " |      :param id: the id of an instance type\n",
+      " |      \n",
+      " |      :rtype list\n",
+      " |      :return groups\n",
+      " |  \n",
+      " |  remove_group(self, id: str, group_id)\n",
+      " |      Remove group connection from an instance type by id.\n",
+      " |      \n",
+      " |      :type id: str\n",
+      " |      :param id: the id of an instance type\n",
+      " |      :type group_id: str\n",
+      " |      :param group_id: group id\n",
+      " |      \n",
+      " |      :rtype dict\n",
+      " |      :return an instance type with groups only\n",
+      " |  \n",
+      " |  update(self, id: str, config: dict)\n",
+      " |  \n",
+      " |  ----------------------------------------------------------------------\n",
+      " |  Data and other attributes defined here:\n",
+      " |  \n",
+      " |  __abstractmethods__ = frozenset()\n",
+      " |  \n",
+      " |  ----------------------------------------------------------------------\n",
+      " |  Data descriptors inherited from primehub.Helpful:\n",
+      " |  \n",
+      " |  __dict__\n",
+      " |      dictionary for instance variables (if defined)\n",
+      " |  \n",
+      " |  __weakref__\n",
+      " |      list of weak references to the object (if defined)\n",
+      " |  \n",
+      " |  ----------------------------------------------------------------------\n",
+      " |  Methods inherited from primehub.Module:\n",
+      " |  \n",
+      " |  __init__(self, primehub: primehub.PrimeHub, **kwargs)\n",
+      " |      Initialize self.  See help(type(self)) for accurate signature.\n",
+      " |  \n",
+      " |  display(self, action: dict, value: Any)\n",
+      " |  \n",
+      " |  get_display(self) -> primehub.utils.display.Displayable\n",
+      " |  \n",
+      " |  ----------------------------------------------------------------------\n",
+      " |  Static methods inherited from primehub.Module:\n",
+      " |  \n",
+      " |  output(result: dict, object_path: str)\n",
+      " |      Give a dict {'data': {'a': {'b': 'c'}}}\n",
+      " |      we could get the c by the path a.b\n",
+      " |  \n",
+      " |  ----------------------------------------------------------------------\n",
+      " |  Data descriptors inherited from primehub.Module:\n",
+      " |  \n",
+      " |  current_group\n",
+      " |  \n",
+      " |  endpoint\n",
+      " |  \n",
+      " |  group_id\n",
+      " |  \n",
+      " |  group_name\n",
+      " |  \n",
+      " |  primehub_config\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "help(ph.admin.instancetypes)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "1f094faa",
+   "metadata": {},
+   "source": [
+    "## InstanceTypes management"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "8e1ffe49",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Usage: \n",
+      "  primehub admin instancetypes <command>\n",
+      "\n",
+      "Manage instance type\n",
+      "\n",
+      "Available Commands:\n",
+      "  add-group            Add group connection to an instance type by id\n",
+      "  create               Create an instance type\n",
+      "  delete               Delete an instance type by id\n",
+      "  get                  Get an instance type by id\n",
+      "  list                 List instance type\n",
+      "  list-groups          List groups of an instance type by id\n",
+      "  remove-group         Remove group connection from an instance type by id\n",
+      "  update               Update the instance type\n",
+      "\n",
+      "Options:\n",
+      "  -h, --help           Show the help\n",
+      "\n",
+      "Global Options:\n",
+      "  --config CONFIG      Change the path of the config file (Default: ~/.primehub/config.json)\n",
+      "  --endpoint ENDPOINT  Override the GraphQL API endpoint\n",
+      "  --token TOKEN        Override the API Token\n",
+      "  --group GROUP        Override the current group\n",
+      "  --json               Output the json format (output human-friendly format by default)\n"
+     ]
+    }
+   ],
+   "source": [
+    "!primehub admin instancetypes help"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "3fbba456",
+   "metadata": {},
+   "source": [
+    "### Fields for creating or updating\n",
+    "\n",
+    "| field | required | type | description |\n",
+    "| --- | --- | --- | --- |\n",
+    "| name | required | string | it should be a valid resource name for kubernetes. `name` will be ignored when updating |\n",
+    "| displayName | optional | string | display name for the instance type |\n",
+    "| description | optional | string | |\n",
+    "| global | optional | boolean | when an instance type is global, it could be seen for each group |\n",
+    "| groups | optional | list of connected groups (dict) | please see the `connect` examples. default value: false |\n",
+    "| cpuLimit | required* | float | the maximum vCPU quantity. For example: `1` or `1.0` means 1 vCPU and `0.5` means half of vCPU |\n",
+    "| cpuRequest | optional | float | the initial vCPU quantity for CPU resource. cpuRequest can not be greater than cpuLimit |\n",
+    "| memoryLimit | required* | float | the maximum Memory size. For example: `1.5` means `1.5 GB` memory |\n",
+    "| memoryRequest | optional | float | the initial Memory size. memoryRequest can not be greater than memoryLimit |\n",
+    "| gpuLimit | optional | int | the count of GPU when an instance allocated |\n",
+    "| tolerations | optional | dict | kubernetes pod toleration in an instance (Pod) |\n",
+    "| nodeSelector | optional | dict | kubernetes pod nodeSelector in an instance (Pod) |\n",
+    "\n",
+    "#### Auto-filling Fields\n",
+    "Auto-filling will happen when the configuration omitted fields\n",
+    "\n",
+    "| field\t| value\t| description |\n",
+    "| --- | --- | --- |\n",
+    "| cpuLimit\t| 1\t| 1 vCPU |\n",
+    "| memoryLimit\t| 1\t| 1 GB memory |\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "8b436c4b",
+   "metadata": {},
+   "source": [
+    "## Examples"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "6f80e791",
+   "metadata": {},
+   "source": [
+    "You could find [more examples on our github](https://github.com/InfuseAI/primehub-python-sdk/blob/main/docs/CLI/admin/instancetypes.md)."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "9a24c0c7",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "336080a3",
+   "metadata": {},
+   "source": [
+    "#### CRUD: instance type"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "0b51010b",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# create an instance type\n",
+    "config = {\n",
+    "  \"name\": \"cpu-instance-by-sdk\",\n",
+    "  \"displayName\": \"CPU 1\",\n",
+    "  \"description\": \"1 vCPU / 1G Memory\",\n",
+    "  \"cpuLimit\": 1,\n",
+    "  \"memoryLimit\": 1,\n",
+    "  \"gpuLimit\": 0,\n",
+    "  \"global\": True\n",
+    "}\n",
+    "data = ph.admin.instancetypes.create(config)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "3f095cc6",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>id</th>\n",
+       "      <th>name</th>\n",
+       "      <th>displayName</th>\n",
+       "      <th>description</th>\n",
+       "      <th>cpuLimit</th>\n",
+       "      <th>memoryLimit</th>\n",
+       "      <th>gpuLimit</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>cpu-instance-by-sdk</td>\n",
+       "      <td>cpu-instance-by-sdk</td>\n",
+       "      <td>CPU 1</td>\n",
+       "      <td>1 vCPU / 1G Memory</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                    id                 name displayName         description  \\\n",
+       "6  cpu-instance-by-sdk  cpu-instance-by-sdk       CPU 1  1 vCPU / 1G Memory   \n",
+       "\n",
+       "   cpuLimit  memoryLimit  gpuLimit  \n",
+       "6       1.0            1         0  "
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# List users\n",
+    "instance_type_df = pd.DataFrame(ph.admin.instancetypes.list())\n",
+    "instance_type_df[instance_type_df['name'] == config['name']]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "caf6fb80",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'id': 'cpu-instance-by-sdk',\n",
+       " 'cpuRequest': None,\n",
+       " 'memoryRequest': None,\n",
+       " 'global': True,\n",
+       " 'groups': [],\n",
+       " 'tolerations': [],\n",
+       " 'nodeSelector': None,\n",
+       " 'name': 'cpu-instance-by-sdk',\n",
+       " 'displayName': 'CPU 1',\n",
+       " 'description': '1 vCPU / 1G Memory',\n",
+       " 'cpuLimit': 1,\n",
+       " 'memoryLimit': 1,\n",
+       " 'gpuLimit': 0}"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# get deatils by id\n",
+    "ph.admin.instancetypes.get(data['id'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "bfbf1a5d",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'id': 'cpu-instance-by-sdk',\n",
+       " 'cpuRequest': None,\n",
+       " 'memoryRequest': None,\n",
+       " 'global': True,\n",
+       " 'groups': [],\n",
+       " 'tolerations': [],\n",
+       " 'nodeSelector': {},\n",
+       " 'name': 'cpu-instance-by-sdk',\n",
+       " 'displayName': 'CPU 1',\n",
+       " 'description': '1 vCPU / 1G Memory',\n",
+       " 'cpuLimit': 1,\n",
+       " 'memoryLimit': 2,\n",
+       " 'gpuLimit': 0}"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Update the user config setting.\n",
+    "update_config = {\"memoryLimit\": 2}\n",
+    "data = ph.admin.instancetypes.update(data['id'], update_config)\n",
+    "ph.admin.instancetypes.get(data['id'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "868ab9a0",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'id': 'cpu-instance-by-sdk'}"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# delete the instance type\n",
+    "ph.admin.instancetypes.delete(data['id'])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "748e57d7",
+   "metadata": {},
+   "source": [
+    "#### CRUD: instance type <-> Group"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "5c96b542",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# create an instance type\n",
+    "config = {\n",
+    "  \"name\": \"cpu-instance-by-sdk-group\",\n",
+    "  \"displayName\": \"CPU 1\",\n",
+    "  \"description\": \"1 vCPU / 1G Memory\",\n",
+    "  \"cpuLimit\": 1,\n",
+    "  \"memoryLimit\": 1,\n",
+    "  \"gpuLimit\": 0,\n",
+    "  \"global\": False\n",
+    "}\n",
+    "data = ph.admin.instancetypes.create(config)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "43e8e78a",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "Empty DataFrame\n",
+       "Columns: []\n",
+       "Index: []"
+      ]
+     },
+     "execution_count": 11,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Show the instance type group list\n",
+    "\n",
+    "instance_type_group_df = pd.DataFrame(ph.admin.instancetypes.list_groups(data[\"id\"]))\n",
+    "instance_type_group_df"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "2b546baa",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Add the instance type into group\n",
+    "groups_df = pd.DataFrame(ph.admin.groups.list())\n",
+    "groups_id = groups_df[\"id\"][0]\n",
+    "ph.admin.instancetypes.add_group(data[\"id\"], groups_id)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "de391154",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>id</th>\n",
+       "      <th>name</th>\n",
+       "      <th>displayName</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>71ac1e32-65fa-4e8e-a735-ba282e3149b1</td>\n",
+       "      <td>AnotherTestGroup</td>\n",
+       "      <td>Another Test Group</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                     id              name         displayName\n",
+       "0  71ac1e32-65fa-4e8e-a735-ba282e3149b1  AnotherTestGroup  Another Test Group"
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Show the instance type group list\n",
+    "\n",
+    "user_group_df = pd.DataFrame(ph.admin.instancetypes.list_groups(data[\"id\"]))\n",
+    "user_group_df"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "09861e10",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Remove the instance type out of group\n",
+    "ph.admin.instancetypes.remove_group(data[\"id\"], groups_id)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "id": "f6f8c19f",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "Empty DataFrame\n",
+       "Columns: []\n",
+       "Index: []"
+      ]
+     },
+     "execution_count": 15,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Show the instance type group list\n",
+    "\n",
+    "user_group_df = pd.DataFrame(ph.admin.instancetypes.list_groups(data[\"id\"]))\n",
+    "user_group_df"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "a5a222af",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'id': 'cpu-instance-by-sdk-group'}"
+      ]
+     },
+     "execution_count": 16,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Delete the instance type\n",
+    "ph.admin.instancetypes.delete(data['id'])"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.7.10"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/docs/notebook/admin-portal/04-images.ipynb b/docs/notebook/admin-portal/04-images.ipynb
new file mode 100644
index 00000000..f596d593
--- /dev/null
+++ b/docs/notebook/admin-portal/04-images.ipynb
@@ -0,0 +1,751 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "6c0774fa",
+   "metadata": {},
+   "source": [
+    "# [admin] Images command\n",
+    "\n",
+    "\n",
+    "The `images` command in `admin` scope could help you manage images.\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a685aa5a",
+   "metadata": {},
+   "source": [
+    "## Setup PrimeHub Python SDK\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "c3ef3937",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "PrimeHub Python SDK setup successfully\n"
+     ]
+    }
+   ],
+   "source": [
+    "from primehub import PrimeHub, PrimeHubConfig\n",
+    "ph = PrimeHub(PrimeHubConfig())\n",
+    "\n",
+    "if ph.is_ready():\n",
+    "    print(\"PrimeHub Python SDK setup successfully\")\n",
+    "else:\n",
+    "    print(\"PrimeHub Python SDK couldn't get the group information, follow the 00-getting-started.ipynb to complete it\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "cfe89ae1",
+   "metadata": {},
+   "source": [
+    "## Help documentation"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "87e0c69f",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Help on AdminImages in module primehub.admin_images object:\n",
+      "\n",
+      "class AdminImages(primehub.Helpful, primehub.Module)\n",
+      " |  AdminImages(primehub: primehub.PrimeHub, **kwargs)\n",
+      " |  \n",
+      " |  Method resolution order:\n",
+      " |      AdminImages\n",
+      " |      primehub.Helpful\n",
+      " |      primehub.Module\n",
+      " |      primehub.HTTPSupport\n",
+      " |      builtins.object\n",
+      " |  \n",
+      " |  Methods defined here:\n",
+      " |  \n",
+      " |  add_group(self, id: str, group_id)\n",
+      " |      Add group connection to an image by id.\n",
+      " |      \n",
+      " |      :type id: str\n",
+      " |      :param id: the id of an image\n",
+      " |      :type group_id: str\n",
+      " |      :param group_id: group id\n",
+      " |      \n",
+      " |      :rtype dict\n",
+      " |      :return an image with groups only\n",
+      " |  \n",
+      " |  create(self, config)\n",
+      " |      Create an image\n",
+      " |      \n",
+      " |      :type config: dict\n",
+      " |      :param config: The configurations for creating an image\n",
+      " |      \n",
+      " |      :rtype dict\n",
+      " |      :return The image\n",
+      " |  \n",
+      " |  delete(self, id)\n",
+      " |      Delete an image by id\n",
+      " |      \n",
+      " |      :type id: str\n",
+      " |      :param id: the id of an image\n",
+      " |      \n",
+      " |      :rtype dict\n",
+      " |      :return an image\n",
+      " |  \n",
+      " |  get(self, id: str) -> dict\n",
+      " |      Get an image by id\n",
+      " |      \n",
+      " |      :type id: str\n",
+      " |      :param id: the id of an image\n",
+      " |      \n",
+      " |      :rtype dict\n",
+      " |      :return an image\n",
+      " |  \n",
+      " |  help_description(self)\n",
+      " |      one line description for all commands\n",
+      " |  \n",
+      " |  list(self, **kwargs) -> Iterator\n",
+      " |      List images\n",
+      " |      \n",
+      " |      :type page: int\n",
+      " |      :param page: the page of all data\n",
+      " |      \n",
+      " |      :rtype Iterator\n",
+      " |      :return image iterator\n",
+      " |  \n",
+      " |  list_groups(self, id: str)\n",
+      " |      List groups of an image by id. It will return empty list if the image is at the global scope.\n",
+      " |      \n",
+      " |      :type id: str\n",
+      " |      :param id: the id of an image\n",
+      " |      \n",
+      " |      :rtype list\n",
+      " |      :return groups\n",
+      " |  \n",
+      " |  remove_group(self, id: str, group_id)\n",
+      " |      Remove group connection from an image by id.\n",
+      " |      \n",
+      " |      :type id: str\n",
+      " |      :param id: the id of an image\n",
+      " |      :type group_id: str\n",
+      " |      :param group_id: group id\n",
+      " |      \n",
+      " |      :rtype dict\n",
+      " |      :return an image with groups only\n",
+      " |  \n",
+      " |  update(self, id: str, config: dict)\n",
+      " |  \n",
+      " |  ----------------------------------------------------------------------\n",
+      " |  Data and other attributes defined here:\n",
+      " |  \n",
+      " |  __abstractmethods__ = frozenset()\n",
+      " |  \n",
+      " |  ----------------------------------------------------------------------\n",
+      " |  Data descriptors inherited from primehub.Helpful:\n",
+      " |  \n",
+      " |  __dict__\n",
+      " |      dictionary for instance variables (if defined)\n",
+      " |  \n",
+      " |  __weakref__\n",
+      " |      list of weak references to the object (if defined)\n",
+      " |  \n",
+      " |  ----------------------------------------------------------------------\n",
+      " |  Methods inherited from primehub.Module:\n",
+      " |  \n",
+      " |  __init__(self, primehub: primehub.PrimeHub, **kwargs)\n",
+      " |      Initialize self.  See help(type(self)) for accurate signature.\n",
+      " |  \n",
+      " |  display(self, action: dict, value: Any)\n",
+      " |  \n",
+      " |  get_display(self) -> primehub.utils.display.Displayable\n",
+      " |  \n",
+      " |  ----------------------------------------------------------------------\n",
+      " |  Static methods inherited from primehub.Module:\n",
+      " |  \n",
+      " |  output(result: dict, object_path: str)\n",
+      " |      Give a dict {'data': {'a': {'b': 'c'}}}\n",
+      " |      we could get the c by the path a.b\n",
+      " |  \n",
+      " |  ----------------------------------------------------------------------\n",
+      " |  Data descriptors inherited from primehub.Module:\n",
+      " |  \n",
+      " |  current_group\n",
+      " |  \n",
+      " |  endpoint\n",
+      " |  \n",
+      " |  group_id\n",
+      " |  \n",
+      " |  group_name\n",
+      " |  \n",
+      " |  primehub_config\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "help(ph.admin.images)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "d413779c",
+   "metadata": {},
+   "source": [
+    "## Images management"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "2e67f9d2",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Usage: \n",
+      "  primehub admin images <command>\n",
+      "\n",
+      "Manage images\n",
+      "\n",
+      "Available Commands:\n",
+      "  add-group            Add group connection to an image by id\n",
+      "  create               Create an image\n",
+      "  delete               Delete an image by id\n",
+      "  get                  Get an image by id\n",
+      "  list                 List images\n",
+      "  list-groups          List groups of an image by id\n",
+      "  remove-group         Remove group connection from an image by id\n",
+      "  update               Update the image\n",
+      "\n",
+      "Options:\n",
+      "  -h, --help           Show the help\n",
+      "\n",
+      "Global Options:\n",
+      "  --config CONFIG      Change the path of the config file (Default: ~/.primehub/config.json)\n",
+      "  --endpoint ENDPOINT  Override the GraphQL API endpoint\n",
+      "  --token TOKEN        Override the API Token\n",
+      "  --group GROUP        Override the current group\n",
+      "  --json               Output the json format (output human-friendly format by default)\n"
+     ]
+    }
+   ],
+   "source": [
+    "!primehub admin images help"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "939bf77e",
+   "metadata": {},
+   "source": [
+    "### Fields for creating or updating\n",
+    "\n",
+    "| field | required | type | description |\n",
+    "| --- | --- | --- | --- |\n",
+    "| name | required | string | it should be a valid resource name for kubernetes. `name` will be ignored when updating |\n",
+    "| displayName | optional | string | |\n",
+    "| description | optional | string | |\n",
+    "| type | optional | string | one of ['cpu', 'gpu', 'both'], default value: 'both' |\n",
+    "| global | optional | boolean |  |\n",
+    "| groups | optional | object | |\n",
+    "| url | optional | string | container image url |\n",
+    "| urlForGpu | optional | string | container image url for GPU optimized |\n",
+    "| imageSpec | optional | object | the specification for customization |\n",
+    "| useImagePullSecret | optional | string | the id of a secret |\n",
+    "\n",
+    "*Note: imageSpec cannot use with url and urlForGpu*\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "c37e1a5b",
+   "metadata": {},
+   "source": [
+    "## Examples"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "477b8bd2",
+   "metadata": {},
+   "source": [
+    "You could find [more examples on our github](https://github.com/InfuseAI/primehub-python-sdk/blob/main/docs/CLI/admin/images.md)."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "a9dfc2fe",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "e960389b",
+   "metadata": {},
+   "source": [
+    "#### CRUD: Jupyter environment images"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "eee37f8e",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Create an image\n",
+    "config = {\n",
+    "  \"name\": \"image-by-sdk\",\n",
+    "  \"displayName\": \"Learning how to create an image from SDK\",\n",
+    "  \"description\": \"base-notebook with python 3.7\",\n",
+    "  \"type\": \"both\",\n",
+    "  \"url\": \"infuseai/docker-stacks:base-notebook-63fdf50a\",\n",
+    "  \"urlForGpu\": \"infuseai/docker-stacks:base-notebook-63fdf50a-gpu\",\n",
+    "  \"global\": True\n",
+    "}\n",
+    "\n",
+    "data = ph.admin.images.create(config)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "d12b2674",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>id</th>\n",
+       "      <th>name</th>\n",
+       "      <th>displayName</th>\n",
+       "      <th>description</th>\n",
+       "      <th>type</th>\n",
+       "      <th>isReady</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>image-by-sdk</td>\n",
+       "      <td>image-by-sdk</td>\n",
+       "      <td>Learning how to create an image from SDK</td>\n",
+       "      <td>base-notebook with python 3.7</td>\n",
+       "      <td>both</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "             id          name                               displayName  \\\n",
+       "8  image-by-sdk  image-by-sdk  Learning how to create an image from SDK   \n",
+       "\n",
+       "                     description  type  isReady  \n",
+       "8  base-notebook with python 3.7  both     True  "
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# List images\n",
+    "images_df = pd.DataFrame(ph.admin.images.list())\n",
+    "images_df[images_df['name'] == config['name']]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "d20403a2",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'id': 'image-by-sdk',\n",
+       " 'name': 'image-by-sdk',\n",
+       " 'displayName': 'Learning how to create an image from SDK',\n",
+       " 'description': 'base-notebook with python 3.7',\n",
+       " 'type': 'both',\n",
+       " 'url': 'infuseai/docker-stacks:base-notebook-63fdf50a',\n",
+       " 'urlForGpu': 'infuseai/docker-stacks:base-notebook-63fdf50a-gpu',\n",
+       " 'useImagePullSecret': '',\n",
+       " 'global': True,\n",
+       " 'groups': [],\n",
+       " 'isReady': True,\n",
+       " 'imageSpec': None,\n",
+       " 'jobStatus': None,\n",
+       " 'logEndpoint': 'https://c.demo.primehub.io/api/logs/images/image-by-sdk/job'}"
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Get the image details\n",
+    "ph.admin.images.get(data['id'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "269a80c9",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'id': 'image-by-sdk',\n",
+       " 'name': 'image-by-sdk',\n",
+       " 'displayName': 'Learning how to create an image from SDK',\n",
+       " 'description': 'base-notebook with python 3.7',\n",
+       " 'type': 'both',\n",
+       " 'url': 'infuseai/docker-stacks:base-notebook-63fdf50a',\n",
+       " 'urlForGpu': 'infuseai/docker-stacks:base-notebook-63fdf50a-gpu',\n",
+       " 'useImagePullSecret': None,\n",
+       " 'global': False,\n",
+       " 'groups': [],\n",
+       " 'isReady': True,\n",
+       " 'imageSpec': None,\n",
+       " 'jobStatus': None,\n",
+       " 'logEndpoint': 'https://c.demo.primehub.io/api/logs/images/image-by-sdk/job'}"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Update the image config setting.\n",
+    "update_config = {'global': False}\n",
+    "data = ph.admin.images.update(data['id'], update_config)\n",
+    "ph.admin.images.get(data['id'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "888dfb18",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'id': 'image-by-sdk'}"
+      ]
+     },
+     "execution_count": 11,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Delete the image\n",
+    "ph.admin.images.delete(data['id'])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "6b411190",
+   "metadata": {},
+   "source": [
+    "#### CRUD: image <-> Group"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "bbcd07c4",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Create an image\n",
+    "config = {\n",
+    "  \"name\": \"image-by-sdk-group\",\n",
+    "  \"displayName\": \"Learning how to create an image from SDK\",\n",
+    "  \"description\": \"base-notebook with python 3.7\",\n",
+    "  \"type\": \"both\",\n",
+    "  \"url\": \"infuseai/docker-stacks:base-notebook-63fdf50a\",\n",
+    "  \"urlForGpu\": \"infuseai/docker-stacks:base-notebook-63fdf50a-gpu\",\n",
+    "  \"global\": False\n",
+    "}\n",
+    "\n",
+    "data = ph.admin.images.create(config)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "e299d4c6",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "Empty DataFrame\n",
+       "Columns: []\n",
+       "Index: []"
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Show the image group list\n",
+    "\n",
+    "images_df = pd.DataFrame(ph.admin.images.list_groups(data[\"id\"]))\n",
+    "images_df"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "d7d59c74",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Add the image into group\n",
+    "groups_df = pd.DataFrame(ph.admin.groups.list())\n",
+    "groups_id = groups_df[\"id\"][0]\n",
+    "ph.admin.images.add_group(data[\"id\"], groups_id)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "id": "d7567728",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>id</th>\n",
+       "      <th>name</th>\n",
+       "      <th>displayName</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>71ac1e32-65fa-4e8e-a735-ba282e3149b1</td>\n",
+       "      <td>AnotherTestGroup</td>\n",
+       "      <td>Another Test Group</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                     id              name         displayName\n",
+       "0  71ac1e32-65fa-4e8e-a735-ba282e3149b1  AnotherTestGroup  Another Test Group"
+      ]
+     },
+     "execution_count": 15,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Show the image group list\n",
+    "\n",
+    "images_df = pd.DataFrame(ph.admin.images.list_groups(data[\"id\"]))\n",
+    "images_df"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "44c4841f",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Remove the image out of group\n",
+    "ph.admin.images.remove_group(data[\"id\"], groups_id)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "id": "689f0378",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "Empty DataFrame\n",
+       "Columns: []\n",
+       "Index: []"
+      ]
+     },
+     "execution_count": 17,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Show the image group list\n",
+    "\n",
+    "images_df = pd.DataFrame(ph.admin.images.list_groups(data[\"id\"]))\n",
+    "images_df"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "id": "1ecfe8fb",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'id': 'image-by-sdk-group'}"
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Delete the image\n",
+    "ph.admin.images.delete(data['id'])"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.7.10"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/docs/notebook/admin-portal/05-volumes.ipynb b/docs/notebook/admin-portal/05-volumes.ipynb
new file mode 100644
index 00000000..58820694
--- /dev/null
+++ b/docs/notebook/admin-portal/05-volumes.ipynb
@@ -0,0 +1,815 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "43fa6341",
+   "metadata": {},
+   "source": [
+    "# [admin] Volumes command\n",
+    "\n",
+    "\n",
+    "The `volumes` command in `admin` scope could help you manage volumes.\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "409f870b",
+   "metadata": {},
+   "source": [
+    "## Setup PrimeHub Python SDK\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "d5ff3ca5",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "PrimeHub Python SDK setup successfully\n"
+     ]
+    }
+   ],
+   "source": [
+    "from primehub import PrimeHub, PrimeHubConfig\n",
+    "ph = PrimeHub(PrimeHubConfig())\n",
+    "\n",
+    "if ph.is_ready():\n",
+    "    print(\"PrimeHub Python SDK setup successfully\")\n",
+    "else:\n",
+    "    print(\"PrimeHub Python SDK couldn't get the group information, follow the 00-getting-started.ipynb to complete it\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "f1beae31",
+   "metadata": {},
+   "source": [
+    "## Help documentation"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "2ba16f28",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Help on AdminVolumes in module primehub.admin_volumes object:\n",
+      "\n",
+      "class AdminVolumes(primehub.Helpful, primehub.Module)\n",
+      " |  AdminVolumes(primehub: primehub.PrimeHub, **kwargs)\n",
+      " |  \n",
+      " |  Method resolution order:\n",
+      " |      AdminVolumes\n",
+      " |      primehub.Helpful\n",
+      " |      primehub.Module\n",
+      " |      primehub.HTTPSupport\n",
+      " |      builtins.object\n",
+      " |  \n",
+      " |  Methods defined here:\n",
+      " |  \n",
+      " |  add_group(self, id: str, group_id, writable=False)\n",
+      " |      Add group connection to a volume by id\n",
+      " |      \n",
+      " |      :type id: str\n",
+      " |      :param id: the id of a volume\n",
+      " |      :type group_id: str\n",
+      " |      :param group_id: group id\n",
+      " |      :type writable: bool, optional\n",
+      " |      :param writable: `True` if the group has write permission to the volume, and `False` otherwise, defaults to False\n",
+      " |      \n",
+      " |      :rtype dict\n",
+      " |      :return a volume with id only\n",
+      " |  \n",
+      " |  create(self, config) -> list\n",
+      " |      Create a volume\n",
+      " |      \n",
+      " |      :rtype: dict\n",
+      " |      :returns: the volume\n",
+      " |  \n",
+      " |  delete(self, id)\n",
+      " |      Delete a volume by id\n",
+      " |      \n",
+      " |      :type id: str\n",
+      " |      :param id: The volume id\n",
+      " |      \n",
+      " |      :rtype dict\n",
+      " |      :return the result of the deleted volume\n",
+      " |  \n",
+      " |  get(self, name) -> Union[dict, NoneType]\n",
+      " |      Get a volume from the current group\n",
+      " |      \n",
+      " |      :type name: str\n",
+      " |      :param name: the name of a volume\n",
+      " |      \n",
+      " |      :rtype: Optional[dict]\n",
+      " |      :returns: a volume\n",
+      " |  \n",
+      " |  help_description(self)\n",
+      " |      one line description for all commands\n",
+      " |  \n",
+      " |  list(self, **kwargs)\n",
+      " |  \n",
+      " |  list_groups(self, id: str)\n",
+      " |      List groups of a volume by id. It will return writable groups only if the volume is at the global scope.\n",
+      " |      \n",
+      " |      :type id: str\n",
+      " |      :param id: the id of a volume\n",
+      " |      \n",
+      " |      :rtype list\n",
+      " |      :return groups\n",
+      " |  \n",
+      " |  regenerate_upload_server_secret(self, id)\n",
+      " |      Regenerate the secret of the upload server\n",
+      " |      \n",
+      " |      :type id: str\n",
+      " |      :param id: The volume id or name\n",
+      " |      \n",
+      " |      :rtype dict\n",
+      " |      :return the result of the deleted volume\n",
+      " |  \n",
+      " |  remove_group(self, id: str, group_id)\n",
+      " |      Remove group connection from a volume by id\n",
+      " |      \n",
+      " |      :type id: str\n",
+      " |      :param id: the id of a volume\n",
+      " |      :type group_id: str\n",
+      " |      :param group_id: group id\n",
+      " |      \n",
+      " |      :rtype dict\n",
+      " |      :return a volume with id only\n",
+      " |  \n",
+      " |  update(self, name: str, config: dict) -> list\n",
+      " |      Update the volume\n",
+      " |      \n",
+      " |      :type name: str\n",
+      " |      :type config: dict\n",
+      " |      :rtype: dict\n",
+      " |      \n",
+      " |      :returns: the volume\n",
+      " |  \n",
+      " |  ----------------------------------------------------------------------\n",
+      " |  Data and other attributes defined here:\n",
+      " |  \n",
+      " |  __abstractmethods__ = frozenset()\n",
+      " |  \n",
+      " |  ----------------------------------------------------------------------\n",
+      " |  Data descriptors inherited from primehub.Helpful:\n",
+      " |  \n",
+      " |  __dict__\n",
+      " |      dictionary for instance variables (if defined)\n",
+      " |  \n",
+      " |  __weakref__\n",
+      " |      list of weak references to the object (if defined)\n",
+      " |  \n",
+      " |  ----------------------------------------------------------------------\n",
+      " |  Methods inherited from primehub.Module:\n",
+      " |  \n",
+      " |  __init__(self, primehub: primehub.PrimeHub, **kwargs)\n",
+      " |      Initialize self.  See help(type(self)) for accurate signature.\n",
+      " |  \n",
+      " |  display(self, action: dict, value: Any)\n",
+      " |  \n",
+      " |  get_display(self) -> primehub.utils.display.Displayable\n",
+      " |  \n",
+      " |  ----------------------------------------------------------------------\n",
+      " |  Static methods inherited from primehub.Module:\n",
+      " |  \n",
+      " |  output(result: dict, object_path: str)\n",
+      " |      Give a dict {'data': {'a': {'b': 'c'}}}\n",
+      " |      we could get the c by the path a.b\n",
+      " |  \n",
+      " |  ----------------------------------------------------------------------\n",
+      " |  Data descriptors inherited from primehub.Module:\n",
+      " |  \n",
+      " |  current_group\n",
+      " |  \n",
+      " |  endpoint\n",
+      " |  \n",
+      " |  group_id\n",
+      " |  \n",
+      " |  group_name\n",
+      " |  \n",
+      " |  primehub_config\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "help(ph.admin.volumes)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "62d4d2e7",
+   "metadata": {},
+   "source": [
+    "## PrimeHub Admin Volume Management\n",
+    "Old name: PrimeHub admin Dataset"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "a68e19de",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Usage: \n",
+      "  primehub admin volumes <command>\n",
+      "\n",
+      "Manage volumes\n",
+      "\n",
+      "Available Commands:\n",
+      "  add-group            Add group connection to a volume by id\n",
+      "  create               Create a volume\n",
+      "  delete               Delete a volume by id\n",
+      "  get                  Get a volume by name\n",
+      "  list                 List volumes\n",
+      "  list-groups          List groups of a volume by id\n",
+      "  regen-upload-secret  Regenerate the secret of the upload server\n",
+      "  remove-group         Remove group connection from a volume by id\n",
+      "  update               Update the volume\n",
+      "\n",
+      "Options:\n",
+      "  -h, --help           Show the help\n",
+      "\n",
+      "Global Options:\n",
+      "  --config CONFIG      Change the path of the config file (Default: ~/.primehub/config.json)\n",
+      "  --endpoint ENDPOINT  Override the GraphQL API endpoint\n",
+      "  --token TOKEN        Override the API Token\n",
+      "  --group GROUP        Override the current group\n",
+      "  --json               Output the json format (output human-friendly format by default)\n"
+     ]
+    }
+   ],
+   "source": [
+    "!primehub admin volumes help"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "00cff52d",
+   "metadata": {},
+   "source": [
+    "## Dataset configuration\n",
+    "\n",
+    "You need a configuration `create` and `update` to operate. Here is an example to create a `pv-volume`:\n",
+    "\n",
+    "```json\n",
+    "{\n",
+    "  \"name\": \"pv-volume\",\n",
+    "  \"displayName\": \"the volume created by SDK\",\n",
+    "  \"description\": \"It is a PV volume\",\n",
+    "  \"type\": \"pv\",\n",
+    "  \"global\": true,\n",
+    "  \"pvProvisioning\": \"auto\",\n",
+    "  \"volumeSize\": 1\n",
+    "}\n",
+    "```\n",
+    "\n",
+    "In our system, there are 5 types for volumes: `['pv', 'nfs', 'hostPath', 'git', 'env']`. Please check the fields reference to give a proper configuration to create your own volume.\n",
+    "\n",
+    "\n",
+    "### Fields for creating or updating\n",
+    "\n",
+    "| field | required | type | description |\n",
+    "| --- | --- | --- | --- |\n",
+    "| name | required | string | it should be a valid resource name for kubernetes |\n",
+    "| displayName | optional | string | display name for this volume |\n",
+    "| description | optional | string | |\n",
+    "| global | optional | boolean | when a volume is global, it could be seen for each group |\n",
+    "| type | required | string | one of ['pv', 'nfs', 'hostPath', 'git', 'env'] |\n",
+    "| url | conditional | string | **MUST** use with `git` type |\n",
+    "| pvProvisioning | conditional | string | onf of ['auto', 'manual'], **MUST** use with `pv` type. This field only uses in `CREATE` action |\n",
+    "| nfsServer | conditional | string | **MUST** use with `nfs` type |\n",
+    "| nfsPath | conditional | string | **MUST** use with `nfs` type |\n",
+    "| hostPath | conditional | string | **MUST** use with `hostPath` type  |\n",
+    "| variables | optional | dict | **MAY** use with `env` type. It is key value pairs. All values have to a string value. For example: `{\"key1\":\"value1\",\"key2\":\"value2\"}`. |\n",
+    "| groups | optional | list of connected groups (dict) | please see the `connect` examples |\n",
+    "| secret | optional | dict | **MAY** use with `git` type, it binds a `secret` id to the `git` volume. The secret can be found with `primehub admin secrets list` |\n",
+    "| volumeSize | conditional | integer | **MUST** use with `pv` type and 'auto' provisioning. The unit is `GB`.|\n",
+    "| enableUploadServer | optional | boolean | it only works with one of ['pv', 'nfs', 'hostPath'] writable types |\n",
+    "\n",
+    "> There is a simple rule to use fields for `UPDATE`. All required fields should not be in the payload.\n",
+    "\n",
+    "For example, there is a configuration for creating env volume:\n",
+    "\n",
+    "```bash\n",
+    "primehub admin volumes create <<EOF\n",
+    "{\n",
+    "  \"name\": \"env-volume\",\n",
+    "  \"description\": \"\",\n",
+    "  \"type\": \"env\",\n",
+    "  \"variables\": {\n",
+    "    \"ENV\": \"prod\",\n",
+    "    \"LUCKY_NUMBER\": \"7\"\n",
+    "  }\n",
+    "}\n",
+    "EOF\n",
+    "```\n",
+    "\n",
+    "After removing required `name` and `type` fields, it could be used with updating:\n",
+    "\n",
+    "```bash\n",
+    "primehub admin volumes update env-volume <<EOF\n",
+    "{\n",
+    "  \"description\": \"make changes to the description\",\n",
+    "  \"variables\": {\n",
+    "    \"ENV\": \"prod\",\n",
+    "    \"LUCKY_NUMBER\": \"8\"\n",
+    "  }\n",
+    "}\n",
+    "EOF\n",
+    "```\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "4ea89edf",
+   "metadata": {},
+   "source": [
+    "## Examples"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "8f865724",
+   "metadata": {},
+   "source": [
+    "You could find [more examples on our github](https://github.com/InfuseAI/primehub-python-sdk/blob/main/docs/CLI/admin/volumes.md)."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "00a688e2",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "19ced1de",
+   "metadata": {},
+   "source": [
+    "#### CRUD: primehub volumes"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "2a23584b",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Create an volume\n",
+    "config = {\n",
+    "  \"name\": \"pv-volume-by-sdk\",\n",
+    "  \"displayName\": \"the volume created by SDK\",\n",
+    "  \"description\": \"It is a PV volume\",\n",
+    "  \"type\": \"pv\",\n",
+    "  \"global\": True,\n",
+    "  \"pvProvisioning\": \"auto\",\n",
+    "  \"volumeSize\": 1\n",
+    "}\n",
+    "\n",
+    "data = ph.admin.volumes.create(config)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "1f5a2d69",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>id</th>\n",
+       "      <th>name</th>\n",
+       "      <th>displayName</th>\n",
+       "      <th>description</th>\n",
+       "      <th>type</th>\n",
+       "      <th>uploadServerLink</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>pv-volume-by-sdk</td>\n",
+       "      <td>pv-volume-by-sdk</td>\n",
+       "      <td>the volume created by SDK</td>\n",
+       "      <td>It is a PV volume</td>\n",
+       "      <td>pv</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                  id              name                displayName  \\\n",
+       "13  pv-volume-by-sdk  pv-volume-by-sdk  the volume created by SDK   \n",
+       "\n",
+       "          description type uploadServerLink  \n",
+       "13  It is a PV volume   pv             None  "
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# List volumes\n",
+    "volumes_df = pd.DataFrame(ph.admin.volumes.list())\n",
+    "volumes_df[volumes_df['name'] == config['name']]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "3cb3d7bd",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'id': 'pv-volume-by-sdk',\n",
+       " 'name': 'pv-volume-by-sdk',\n",
+       " 'displayName': 'the volume created by SDK',\n",
+       " 'description': 'It is a PV volume',\n",
+       " 'type': 'pv',\n",
+       " 'pvProvisioning': 'auto',\n",
+       " 'volumeSize': 1,\n",
+       " 'enableUploadServer': False,\n",
+       " 'uploadServerLink': None,\n",
+       " 'global': True,\n",
+       " 'groups': []}"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Get the volume details\n",
+    "ph.admin.volumes.get(data['id'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "04a886ea",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'id': 'pv-volume-by-sdk',\n",
+       " 'name': 'pv-volume-by-sdk',\n",
+       " 'displayName': 'the volume created by SDK',\n",
+       " 'description': 'It is a PV volume',\n",
+       " 'type': 'pv',\n",
+       " 'pvProvisioning': 'auto',\n",
+       " 'volumeSize': 1,\n",
+       " 'enableUploadServer': False,\n",
+       " 'uploadServerLink': None,\n",
+       " 'global': False,\n",
+       " 'groups': []}"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Update the volume config setting.\n",
+    "update_config = {'global': False}\n",
+    "data = ph.admin.volumes.update(data['id'], update_config)\n",
+    "ph.admin.volumes.get(data['id'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "18341261",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'id': 'pv-volume-by-sdk'}"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Delete the volume\n",
+    "ph.admin.volumes.delete(data['id'])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "4dcd55ac",
+   "metadata": {},
+   "source": [
+    "#### CRUD: volume <-> Group"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "d61f7dcb",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Create an volume\n",
+    "config = {\n",
+    "  \"name\": \"pv-volume-by-sdk-group\",\n",
+    "  \"displayName\": \"the volume created by SDK\",\n",
+    "  \"description\": \"It is a PV volume\",\n",
+    "  \"type\": \"pv\",\n",
+    "  \"global\": False,\n",
+    "  \"pvProvisioning\": \"auto\",\n",
+    "  \"volumeSize\": 1\n",
+    "}\n",
+    "\n",
+    "data = ph.admin.volumes.create(config)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "38816075",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "Empty DataFrame\n",
+       "Columns: []\n",
+       "Index: []"
+      ]
+     },
+     "execution_count": 11,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Show the volume group list\n",
+    "\n",
+    "volumes_df = pd.DataFrame(ph.admin.volumes.list_groups(data[\"id\"]))\n",
+    "volumes_df"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "848f939f",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Add the volume into group\n",
+    "groups_df = pd.DataFrame(ph.admin.groups.list())\n",
+    "groups_id = groups_df[\"id\"][0]\n",
+    "ph.admin.volumes.add_group(data[\"id\"], groups_id)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "5e705003",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>id</th>\n",
+       "      <th>name</th>\n",
+       "      <th>displayName</th>\n",
+       "      <th>writable</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>71ac1e32-65fa-4e8e-a735-ba282e3149b1</td>\n",
+       "      <td>AnotherTestGroup</td>\n",
+       "      <td>Another Test Group</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                     id              name         displayName  \\\n",
+       "0  71ac1e32-65fa-4e8e-a735-ba282e3149b1  AnotherTestGroup  Another Test Group   \n",
+       "\n",
+       "   writable  \n",
+       "0     False  "
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Show the volume group list\n",
+    "\n",
+    "volumes_df = pd.DataFrame(ph.admin.volumes.list_groups(data[\"id\"]))\n",
+    "volumes_df"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "32146409",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Remove the volume out of group\n",
+    "ph.admin.volumes.remove_group(data[\"id\"], groups_id)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "id": "f554c42a",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "Empty DataFrame\n",
+       "Columns: []\n",
+       "Index: []"
+      ]
+     },
+     "execution_count": 15,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Show the volume group list\n",
+    "\n",
+    "volumes_df = pd.DataFrame(ph.admin.volumes.list_groups(data[\"id\"]))\n",
+    "volumes_df"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "91aa5cc4",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'id': 'pv-volume-by-sdk-group'}"
+      ]
+     },
+     "execution_count": 16,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Delete the volume\n",
+    "ph.admin.volumes.delete(data['id'])"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.7.10"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/docs/notebook/admin-portal/06-secrets.ipynb b/docs/notebook/admin-portal/06-secrets.ipynb
new file mode 100644
index 00000000..9be8c06f
--- /dev/null
+++ b/docs/notebook/admin-portal/06-secrets.ipynb
@@ -0,0 +1,470 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "6b2f8e5b",
+   "metadata": {},
+   "source": [
+    "# [admin] Secrets command\n",
+    "\n",
+    "\n",
+    "The `secrets` command in `admin` scope could help you manage secrets.\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "ec3778da",
+   "metadata": {},
+   "source": [
+    "## Setup PrimeHub Python SDK\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "97da879e",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "PrimeHub Python SDK setup successfully\n"
+     ]
+    }
+   ],
+   "source": [
+    "from primehub import PrimeHub, PrimeHubConfig\n",
+    "ph = PrimeHub(PrimeHubConfig())\n",
+    "\n",
+    "if ph.is_ready():\n",
+    "    print(\"PrimeHub Python SDK setup successfully\")\n",
+    "else:\n",
+    "    print(\"PrimeHub Python SDK couldn't get the group information, follow the 00-getting-started.ipynb to complete it\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "30a94330",
+   "metadata": {},
+   "source": [
+    "## Help documentation"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "509a999c",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Help on AdminSecrets in module primehub.admin_secrets object:\n",
+      "\n",
+      "class AdminSecrets(primehub.Helpful, primehub.Module)\n",
+      " |  AdminSecrets(primehub: primehub.PrimeHub, **kwargs)\n",
+      " |  \n",
+      " |  Method resolution order:\n",
+      " |      AdminSecrets\n",
+      " |      primehub.Helpful\n",
+      " |      primehub.Module\n",
+      " |      primehub.HTTPSupport\n",
+      " |      builtins.object\n",
+      " |  \n",
+      " |  Methods defined here:\n",
+      " |  \n",
+      " |  create(self, config)\n",
+      " |      Create a secret\n",
+      " |      \n",
+      " |      :type config: dict\n",
+      " |      :param config: The configurations for creating a secret\n",
+      " |      \n",
+      " |      :rtype dict\n",
+      " |      :return The id of a secret\n",
+      " |  \n",
+      " |  delete(self, id: str, **kwargs) -> dict\n",
+      " |      Delete a secret by id\n",
+      " |      \n",
+      " |      :type id: str\n",
+      " |      :param id: the id of the secret\n",
+      " |      \n",
+      " |      :rtype dict\n",
+      " |      :return the secret\n",
+      " |  \n",
+      " |  get(self, id: str) -> dict\n",
+      " |      Get an secret by id\n",
+      " |      \n",
+      " |      :type id: str\n",
+      " |      :param id: the id of a secret\n",
+      " |      \n",
+      " |      :rtype dict\n",
+      " |      :return the secret\n",
+      " |  \n",
+      " |  help_description(self)\n",
+      " |      one line description for all commands\n",
+      " |  \n",
+      " |  list(self, **kwargs) -> Iterator\n",
+      " |      List secrets\n",
+      " |      \n",
+      " |      :type page: int\n",
+      " |      :param page: the page of all data\n",
+      " |      \n",
+      " |      :rtype Iterator\n",
+      " |      :return secret iterator\n",
+      " |  \n",
+      " |  update(self, id: str, config: dict)\n",
+      " |      Update the secret\n",
+      " |      \n",
+      " |      :type id: str\n",
+      " |      :param id: the id of the secret\n",
+      " |      \n",
+      " |      :rtype: dict\n",
+      " |      :returns: the secret\n",
+      " |  \n",
+      " |  ----------------------------------------------------------------------\n",
+      " |  Data and other attributes defined here:\n",
+      " |  \n",
+      " |  __abstractmethods__ = frozenset()\n",
+      " |  \n",
+      " |  ----------------------------------------------------------------------\n",
+      " |  Data descriptors inherited from primehub.Helpful:\n",
+      " |  \n",
+      " |  __dict__\n",
+      " |      dictionary for instance variables (if defined)\n",
+      " |  \n",
+      " |  __weakref__\n",
+      " |      list of weak references to the object (if defined)\n",
+      " |  \n",
+      " |  ----------------------------------------------------------------------\n",
+      " |  Methods inherited from primehub.Module:\n",
+      " |  \n",
+      " |  __init__(self, primehub: primehub.PrimeHub, **kwargs)\n",
+      " |      Initialize self.  See help(type(self)) for accurate signature.\n",
+      " |  \n",
+      " |  display(self, action: dict, value: Any)\n",
+      " |  \n",
+      " |  get_display(self) -> primehub.utils.display.Displayable\n",
+      " |  \n",
+      " |  ----------------------------------------------------------------------\n",
+      " |  Static methods inherited from primehub.Module:\n",
+      " |  \n",
+      " |  output(result: dict, object_path: str)\n",
+      " |      Give a dict {'data': {'a': {'b': 'c'}}}\n",
+      " |      we could get the c by the path a.b\n",
+      " |  \n",
+      " |  ----------------------------------------------------------------------\n",
+      " |  Data descriptors inherited from primehub.Module:\n",
+      " |  \n",
+      " |  current_group\n",
+      " |  \n",
+      " |  endpoint\n",
+      " |  \n",
+      " |  group_id\n",
+      " |  \n",
+      " |  group_name\n",
+      " |  \n",
+      " |  primehub_config\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "help(ph.admin.secrets)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "18b8a4a4",
+   "metadata": {},
+   "source": [
+    "## Secrets management"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "959615fc",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Usage: \n",
+      "  primehub admin secrets <command>\n",
+      "\n",
+      "Manage secrets\n",
+      "\n",
+      "Available Commands:\n",
+      "  create               Create a secret\n",
+      "  delete               Delete a secret by id\n",
+      "  get                  Get an secret by id\n",
+      "  list                 List secrets\n",
+      "  update               Update the secret\n",
+      "\n",
+      "Options:\n",
+      "  -h, --help           Show the help\n",
+      "\n",
+      "Global Options:\n",
+      "  --config CONFIG      Change the path of the config file (Default: ~/.primehub/config.json)\n",
+      "  --endpoint ENDPOINT  Override the GraphQL API endpoint\n",
+      "  --token TOKEN        Override the API Token\n",
+      "  --group GROUP        Override the current group\n",
+      "  --json               Output the json format (output human-friendly format by default)\n"
+     ]
+    }
+   ],
+   "source": [
+    "!primehub admin secrets help"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "b8564274",
+   "metadata": {},
+   "source": [
+    "### Fields for creating or updating\n",
+    "\n",
+    "| field | required | type | description |\n",
+    "| --- | --- | --- | --- |\n",
+    "| name | required | string | The name of secret. It is only used when creating. |\n",
+    "| type | required | string | one of ['opaque', 'kubernetes']. `opaque` is used for Git Sync secrets (SSH Public Key). `kubernetes` is used for Container Registry. |\n",
+    "| displayName | optional | string | |\n",
+    "\n",
+    "* `type` can not be changed after created.\n",
+    "\n",
+    "Fields for  `opaque`\n",
+    "\n",
+    "| field | required | type | description |\n",
+    "| --- | --- | --- | --- |\n",
+    "| secret | conditional | string | when type is opaque, secret field become required for the SSH Public Key. |\n",
+    "\n",
+    "Fields for  `kubernetes`\n",
+    "\n",
+    "You should put container registry credentials to these fields:\n",
+    "\n",
+    "| field | required | type | description |\n",
+    "| --- | --- | --- | --- |\n",
+    "| registryHost | conditional | string |  |\n",
+    "| username | conditional | string | |\n",
+    "| password | conditional | string | |\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "4d71c57a",
+   "metadata": {},
+   "source": [
+    "## Examples"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "bac62f15",
+   "metadata": {},
+   "source": [
+    "You could find [more examples on our github](https://github.com/InfuseAI/primehub-python-sdk/blob/main/docs/CLI/admin/secrets.md)."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "155e2620",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "2b2bd4ec",
+   "metadata": {},
+   "source": [
+    "#### CRUD: primehub secrets"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "2ea36364",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Create an secrets\n",
+    "config = {\n",
+    "  'name': 'create-secret-by-sdk',\n",
+    "  \"type\": 'opaque',\n",
+    "  \"secret\": 'keep it secret'\n",
+    "}\n",
+    "\n",
+    "data = ph.admin.secrets.create(config)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "b77cdf7d",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>id</th>\n",
+       "      <th>name</th>\n",
+       "      <th>displayName</th>\n",
+       "      <th>type</th>\n",
+       "      <th>registryHost</th>\n",
+       "      <th>username</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>gitsync-secret-create-secret-by-sdk</td>\n",
+       "      <td>create-secret-by-sdk</td>\n",
+       "      <td>create-secret-by-sdk</td>\n",
+       "      <td>opaque</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                    id                  name  \\\n",
+       "0  gitsync-secret-create-secret-by-sdk  create-secret-by-sdk   \n",
+       "\n",
+       "            displayName    type registryHost username  \n",
+       "0  create-secret-by-sdk  opaque         None     None  "
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# List secrets\n",
+    "secrets_df = pd.DataFrame(ph.admin.secrets.list())\n",
+    "secrets_df[secrets_df['name'] == config['name']]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "e2442f4c",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'id': 'gitsync-secret-create-secret-by-sdk',\n",
+       " 'name': 'create-secret-by-sdk',\n",
+       " 'displayName': 'create-secret-by-sdk',\n",
+       " 'type': 'opaque'}"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Get the secret details\n",
+    "ph.admin.secrets.get(data['id'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "7b7d4380",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'id': 'gitsync-secret-create-secret-by-sdk',\n",
+       " 'name': 'create-secret-by-sdk',\n",
+       " 'displayName': 'gitsync-sdk-test',\n",
+       " 'type': 'opaque'}"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Update the secret config setting.\n",
+    "update_config = {'displayName': 'gitsync-sdk-test'}\n",
+    "data = ph.admin.secrets.update(data['id'], update_config)\n",
+    "ph.admin.secrets.get(data['id'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "68b5f9a4",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'id': 'gitsync-secret-create-secret-by-sdk'}"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Delete the secret\n",
+    "ph.admin.secrets.delete(data['id'])"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.7.10"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/docs/notebook/admin-portal/07-usage-reports.ipynb b/docs/notebook/admin-portal/07-usage-reports.ipynb
new file mode 100644
index 00000000..b4e10ed4
--- /dev/null
+++ b/docs/notebook/admin-portal/07-usage-reports.ipynb
@@ -0,0 +1,329 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "b8a41dda",
+   "metadata": {},
+   "source": [
+    "# [admin] Usage Reports command\n",
+    "\n",
+    "\n",
+    "The `reports` command in `admin` scope could help you manage groups.\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "740039bc",
+   "metadata": {},
+   "source": [
+    "## Setup PrimeHub Python SDK\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "effe3482",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "PrimeHub Python SDK setup successfully\n"
+     ]
+    }
+   ],
+   "source": [
+    "from primehub import PrimeHub, PrimeHubConfig\n",
+    "ph = PrimeHub(PrimeHubConfig())\n",
+    "\n",
+    "if ph.is_ready():\n",
+    "    print(\"PrimeHub Python SDK setup successfully\")\n",
+    "else:\n",
+    "    print(\"PrimeHub Python SDK couldn't get the group information, follow the 00-getting-started.ipynb to complete it\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "bfb99744",
+   "metadata": {},
+   "source": [
+    "## Help documentation"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "9dd7964e",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Help on AdminReport in module primehub.admin_reports object:\n",
+      "\n",
+      "class AdminReport(primehub.Helpful, primehub.Module)\n",
+      " |  AdminReport(primehub: primehub.PrimeHub, **kwargs)\n",
+      " |  \n",
+      " |  Method resolution order:\n",
+      " |      AdminReport\n",
+      " |      primehub.Helpful\n",
+      " |      primehub.Module\n",
+      " |      primehub.HTTPSupport\n",
+      " |      builtins.object\n",
+      " |  \n",
+      " |  Methods defined here:\n",
+      " |  \n",
+      " |  download(self, url, **kwargs)\n",
+      " |      Download a report csv file from the given url.\n",
+      " |      \n",
+      " |      It will convert the URI to filename by default. For example, there are summary url and details url\n",
+      " |      * https://primehub-python-sdk.primehub.io/api/report/monthly/2022/12\n",
+      " |      * https://primehub-python-sdk.primehub.io/api/report/monthly/details/2022/12\n",
+      " |      \n",
+      " |      Will save to\n",
+      " |      * 202212.csv\n",
+      " |      * 202212_details.csv\n",
+      " |      \n",
+      " |      If you give a dest, it will use the given dest as the filename.\n",
+      " |      \n",
+      " |      :type url: str\n",
+      " |      :param url: The report url.\n",
+      " |      \n",
+      " |      :type dest: str\n",
+      " |      :param dest: The local path to save the report csv file\n",
+      " |      \n",
+      " |      :type recusive: bool\n",
+      " |      :param recusive: Copy recursively, it works when a path is a directory.\n",
+      " |  \n",
+      " |  help_description(self)\n",
+      " |      one line description for all commands\n",
+      " |  \n",
+      " |  list(self, **kwargs) -> Iterator\n",
+      " |      List reports\n",
+      " |      \n",
+      " |      :type page: int\n",
+      " |      :param page: the page of all data\n",
+      " |      \n",
+      " |      :rtype Iterator\n",
+      " |      :return user iterator\n",
+      " |  \n",
+      " |  ----------------------------------------------------------------------\n",
+      " |  Data and other attributes defined here:\n",
+      " |  \n",
+      " |  __abstractmethods__ = frozenset()\n",
+      " |  \n",
+      " |  ----------------------------------------------------------------------\n",
+      " |  Data descriptors inherited from primehub.Helpful:\n",
+      " |  \n",
+      " |  __dict__\n",
+      " |      dictionary for instance variables (if defined)\n",
+      " |  \n",
+      " |  __weakref__\n",
+      " |      list of weak references to the object (if defined)\n",
+      " |  \n",
+      " |  ----------------------------------------------------------------------\n",
+      " |  Methods inherited from primehub.Module:\n",
+      " |  \n",
+      " |  __init__(self, primehub: primehub.PrimeHub, **kwargs)\n",
+      " |      Initialize self.  See help(type(self)) for accurate signature.\n",
+      " |  \n",
+      " |  display(self, action: dict, value: Any)\n",
+      " |  \n",
+      " |  get_display(self) -> primehub.utils.display.Displayable\n",
+      " |  \n",
+      " |  ----------------------------------------------------------------------\n",
+      " |  Static methods inherited from primehub.Module:\n",
+      " |  \n",
+      " |  output(result: dict, object_path: str)\n",
+      " |      Give a dict {'data': {'a': {'b': 'c'}}}\n",
+      " |      we could get the c by the path a.b\n",
+      " |  \n",
+      " |  ----------------------------------------------------------------------\n",
+      " |  Data descriptors inherited from primehub.Module:\n",
+      " |  \n",
+      " |  current_group\n",
+      " |  \n",
+      " |  endpoint\n",
+      " |  \n",
+      " |  group_id\n",
+      " |  \n",
+      " |  group_name\n",
+      " |  \n",
+      " |  primehub_config\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "help(ph.admin.reports)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "19b1d67f",
+   "metadata": {},
+   "source": [
+    "## Usage reports management"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "9633fcc5",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Usage: \n",
+      "  primehub admin reports <command>\n",
+      "\n",
+      "Get reports\n",
+      "\n",
+      "Available Commands:\n",
+      "  download             Download a report by url\n",
+      "  list                 List reports\n",
+      "\n",
+      "Options:\n",
+      "  -h, --help           Show the help\n",
+      "\n",
+      "Global Options:\n",
+      "  --config CONFIG      Change the path of the config file (Default: ~/.primehub/config.json)\n",
+      "  --endpoint ENDPOINT  Override the GraphQL API endpoint\n",
+      "  --token TOKEN        Override the API Token\n",
+      "  --group GROUP        Override the current group\n",
+      "  --json               Output the json format (output human-friendly format by default)\n"
+     ]
+    }
+   ],
+   "source": [
+    "!primehub admin reports help"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a903cc39",
+   "metadata": {},
+   "source": [
+    "## Examples"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "eb6dc413",
+   "metadata": {},
+   "source": [
+    "You could find [more examples on our github](https://github.com/InfuseAI/primehub-python-sdk/blob/main/docs/CLI/admin/groups.md)."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "fab56243",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "461d85cf",
+   "metadata": {},
+   "source": [
+    "#### List all usage reports"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "fa172bf3",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "reports_df = pd.DataFrame(ph.admin.reports.list())\n",
+    "reports_df"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "c93324ed",
+   "metadata": {},
+   "source": [
+    "#### Download usage reports"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "6ef6faa8",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'filename': '/home/jovyan/primehub-python-sdk/docs/notebook/admin-portal/latest-summary-reports.csv'}"
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Summary Reports\n",
+    "latest_summary_url = reports_df[\"summaryUrl\"][0]\n",
+    "\n",
+    "ph.admin.reports.download(latest_summary_url, dest=\"./latest-summary-reports.csv\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "3593537a",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'filename': '/home/jovyan/primehub-python-sdk/docs/notebook/admin-portal/latest-detailed-reports.csv'}"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Detailed Reports\n",
+    "latest_detailed_url = reports_df[\"detailedUrl\"][0]\n",
+    "\n",
+    "ph.admin.reports.download(latest_detailed_url, dest=\"./latest-detailed-reports.csv\")"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.7.10"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/docs/notebook/admin/groups.ipynb b/docs/notebook/admin/groups.ipynb
deleted file mode 100644
index 11853ff0..00000000
--- a/docs/notebook/admin/groups.ipynb
+++ /dev/null
@@ -1,290 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "# [admin] Groups command\n",
-    "\n",
-    "\n",
-    "The `groups` command in `admin` scope could help you manage groups.\n"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "0e684e90",
-   "metadata": {},
-   "source": [
-    "## Setup PrimeHub Python SDK\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "2ed0bf22",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "from primehub import PrimeHub, PrimeHubConfig\n",
-    "ph = PrimeHub(PrimeHubConfig())\n",
-    "\n",
-    "if ph.is_ready():\n",
-    "    print(\"PrimeHub Python SDK setup successfully\")\n",
-    "else:\n",
-    "    print(\"PrimeHub Python SDK couldn't get the group information, follow the 00-getting-started.ipynb to complete it\")"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "3720ad82",
-   "metadata": {},
-   "source": [
-    "## Help documentation"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "2055801e",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "help(ph.admin.groups)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "ac0e2516",
-   "metadata": {},
-   "source": [
-    "## Group management\n",
-    "\n",
-    "---\n",
-    "\n",
-    "\n",
-    "```\n",
-    "Usage:\n",
-    "  primehub admin groups <command>\n",
-    "\n",
-    "Manage groups\n",
-    "\n",
-    "Available Commands:\n",
-    "  create               Create a group\n",
-    "  delete               Delete the group by id\n",
-    "  get                  Get the group info by id\n",
-    "  list                 List groups\n",
-    "  update               Update the group\n",
-    "\n",
-    "Options:\n",
-    "  -h, --help           Show the help\n",
-    "\n",
-    "Global Options:\n",
-    "  --config CONFIG      Change the path of the config file (Default: ~/.primehub/config.json)\n",
-    "  --endpoint ENDPOINT  Override the GraphQL API endpoint\n",
-    "  --token TOKEN        Override the API Token\n",
-    "  --group GROUP        Override the current group\n",
-    "  --json               Output the json format (output human-friendly format by default)\n",
-    "```\n",
-    "\n",
-    "---\n",
-    "\n",
-    "For `create` and `update` actions are needed a configuration to mutate a group. Here is the fields table:\n",
-    "\n",
-    "\n",
-    "### Fields\n",
-    "\n",
-    "| field | required | type | description |\n",
-    "| --- | --- | --- | --- |\n",
-    "| name | required | string | must start with a letter or numeric, '-' and '_' are allowed, and the length should be more than 2. |\n",
-    "| displayName | optional | string | display name |\n",
-    "| quotaCpu | optional | float | how many CPU can be used by the user within this group, default: 0.5 |\n",
-    "| quotaGpu | optional | int | how many GPU can be used by the user within this group, default: 0 |\n",
-    "| quotaMemory | optional | float | how many memory can be used by the user within this group, default: unlimited GB |\n",
-    "| projectQuotaCpu | optional | float |  how many CPU can be shared by all users in the group, default: unlimited |\n",
-    "| projectQuotaGpu | optional | int | how many GPU can be shared by all users in the group, default: unlimited |\n",
-    "| projectQuotaMemory| optional | float | how many memory can be shared by all users in the group, default: unlimited GB |\n",
-    "| admins | optional | string | assign admin user of the group, multiple users are able to be assigned (see [also](https://docs.primehub.io/docs/guide_manual/admin-group#group-admin)) |\n",
-    "| users | optional | assign / dissociate users to the group | please see the connect / disconnect examples |\n",
-    "\n",
-    "*Note: user resource quota should not greater than project resource quota. e.g., `quotaCpu <= projectQuotaCpu`*\n",
-    "\n",
-    "\n",
-    "#### Model Deployment\n",
-    "Groups with enabled model deployment are able to deploy/serve models. (see [also](https://docs.primehub.io/docs/guide_manual/admin-group#model-deployment))\n",
-    "\n",
-    "`maxDeploy` is used when `enabledDeployment` is enable:\n",
-    "\n",
-    "| field | required | type | description |\n",
-    "| --- | --- | --- | --- |\n",
-    "| enabledDeployment | optional | boolean | enable model deployment |\n",
-    "| maxDeploy | optional | int | limit on the amount of deployments for this group |\n",
-    "\n",
-    "#### Shared Volume\n",
-    "The created shared volume is shared among members in the group. (see [also](https://docs.primehub.io/docs/guide_manual/admin-group#shared-volume))\n",
-    "\n",
-    "`sharedVolumeCapacity` is used when `enabledSharedVolume` is enable:\n",
-    "\n",
-    "| field | required | type | description |\n",
-    "| --- | --- | --- | --- |\n",
-    "| enabledSharedVolume | optional | boolean | enable share volume |\n",
-    "| sharedVolumeCapacity | optional | int | the capacity of the shared volume in GB |\n"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "dcb77e3d",
-   "metadata": {},
-   "source": [
-    "## Examples"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "b4eb5746",
-   "metadata": {},
-   "source": [
-    "You could find [more examples on our github](https://github.com/InfuseAI/primehub-python-sdk/blob/main/docs/CLI/admin/groups.md)."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "908759a6",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Create a user with admin role\n",
-    "config = {\n",
-    "  \"name\": \"test_group_from_jupyter\",\n",
-    "  \"displayName\": \"test_group\",\n",
-    "  \"enabledDeployment\": False,\n",
-    "  \"enabledSharedVolume\": False,\n",
-    "  \"quotaCpu\": 0.5,\n",
-    "  \"quotaGpu\": 0,\n",
-    "  \"admins\": \"\",\n",
-    "  \"users\": {\n",
-    "      \"connect\": []\n",
-    "  }\n",
-    "}\n",
-    "data = ph.admin.groups.create(config)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "639e6281",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# List groups\n",
-    "list(ph.admin.groups.list())"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "ef3c1a91",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Get the group details\n",
-    "ph.admin.groups.get(data['id'])"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "bd697b8b",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Delete the group\n",
-    "ph.admin.groups.delete(data['id'])"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "source": [
-    "### Manage users\n"
-   ],
-   "metadata": {
-    "collapsed": false
-   }
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "outputs": [],
-   "source": [
-    "group_id = '<group-id>'\n",
-    "user_id = '<user-id>'"
-   ],
-   "metadata": {
-    "collapsed": false,
-    "pycharm": {
-     "is_executing": true
-    }
-   }
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "outputs": [],
-   "source": [
-    "ph.admin.groups.list_users(group_id)"
-   ],
-   "metadata": {
-    "collapsed": false
-   }
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "outputs": [],
-   "source": [
-    "ph.admin.add_user(group_id, user_id)\n",
-    "ph.admin.add_user(group_id, user_id, enable_group_admin=True)"
-   ],
-   "metadata": {
-    "collapsed": false
-   }
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "outputs": [],
-   "source": [
-    "ph.admin.remove_user(group_id, user_id)\n",
-    "\n",
-    "# only remove the permission not the user\n",
-    "ph.admin.remove_user(group_id, user_id, disalbe_group_admin=True)\n"
-   ],
-   "metadata": {
-    "collapsed": false
-   }
-  }
- ],
- "metadata": {
-  "interpreter": {
-   "hash": "6688a3817b6a9bf9af7edfccc04ec9238693f1be61c239ce0c4444a70d9a5fed"
-  },
-  "kernelspec": {
-   "display_name": "Python 3.9.7 64-bit ('venv': venv)",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.9.7"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 5
-}
diff --git a/docs/notebook/admin/images.ipynb b/docs/notebook/admin/images.ipynb
deleted file mode 100644
index 2861a6dd..00000000
--- a/docs/notebook/admin/images.ipynb
+++ /dev/null
@@ -1,208 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "markdown",
-   "id": "52772ffa",
-   "metadata": {},
-   "source": [
-    "# [admin] Images command\n",
-    "\n",
-    "\n",
-    "The `images` command in `admin` scope could help you manage images.\n"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "5ebd5158",
-   "metadata": {},
-   "source": [
-    "## Setup PrimeHub Python SDK\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "1b84ef0f",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "from primehub import PrimeHub, PrimeHubConfig\n",
-    "ph = PrimeHub(PrimeHubConfig())\n",
-    "\n",
-    "if ph.is_ready():\n",
-    "    print(\"PrimeHub Python SDK setup successfully\")\n",
-    "else:\n",
-    "    print(\"PrimeHub Python SDK couldn't get the group information, follow the 00-getting-started.ipynb to complete it\")"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "5ae057ba",
-   "metadata": {},
-   "source": [
-    "## Help documentation"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "fa55f480",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "help(ph.admin.images)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "73eae411",
-   "metadata": {},
-   "source": [
-    "## Images management\n",
-    "\n",
-    "---\n",
-    "\n",
-    "\n",
-    "```\n",
-    "$ primehub admin images\n",
-    "\n",
-    "Usage: \n",
-    "  primehub admin images <command>\n",
-    "\n",
-    "Manage images\n",
-    "\n",
-    "Available Commands:\n",
-    "  create               Create an image\n",
-    "  delete               Delete an image by id\n",
-    "  get                  Get an image by id\n",
-    "  list                 List images\n",
-    "  update               Update the image\n",
-    "```\n",
-    "\n",
-    "---\n",
-    "\n",
-    "### Fields for creating or updating\n",
-    "\n",
-    "| field | required | type | description |\n",
-    "| --- | --- | --- | --- |\n",
-    "| name | required | string | it should be a valid resource name for kubernetes. `name` will be ignored when updating |\n",
-    "| displayName | optional | string | |\n",
-    "| description | optional | string | |\n",
-    "| type | optional | string | one of ['cpu', 'gpu', 'both'], default value: 'both' |\n",
-    "| global | optional | boolean |  |\n",
-    "| groups | optional | object | |\n",
-    "| url | optional | string | container image url |\n",
-    "| urlForGpu | optional | string | container image url for GPU optimized |\n",
-    "| imageSpec | optional | object | the specification for customization |\n",
-    "| useImagePullSecret | optional | string | the id of a secret |\n",
-    "\n",
-    "*Note: imageSpec cannot use with url and urlForGpu*\n"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "eea61de7",
-   "metadata": {},
-   "source": [
-    "## Examples"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "9becc7e1",
-   "metadata": {},
-   "source": [
-    "You could find [more examples on our github](https://github.com/InfuseAI/primehub-python-sdk/blob/main/docs/CLI/admin/images.md)."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "2f09c119",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# List images\n",
-    "list(ph.admin.images.list())"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "0961aebb",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Create an image\n",
-    "config = {\n",
-    "  \"name\": \"image-by-sdk\",\n",
-    "  \"displayName\": \"Learning how to create an image from SDK\",\n",
-    "  \"description\": \"base-notebook with python 3.7\",\n",
-    "  \"type\": \"both\",\n",
-    "  \"url\": \"infuseai/docker-stacks:base-notebook-63fdf50a\",\n",
-    "  \"urlForGpu\": \"infuseai/docker-stacks:base-notebook-63fdf50a-gpu\",\n",
-    "  \"global\": True\n",
-    "}\n",
-    "ph.admin.images.create(config)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "687b6b59",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Update an image\n",
-    "update = {\n",
-    "  \"description\": \"base-notebook with python 3.7, only cpu\",\n",
-    "  \"type\": \"cpu\"\n",
-    "}\n",
-    "ph.admin.images.update(config['name'], update)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "1d1f177c",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Get deatils by id\n",
-    "ph.admin.images.get(config['name'])"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "3b08571c",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Delete the instance type\n",
-    "ph.admin.images.delete(config['name'])"
-   ]
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.7.6"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 5
-}
diff --git a/docs/notebook/admin/instancetypes.ipynb b/docs/notebook/admin/instancetypes.ipynb
deleted file mode 100644
index 154011d5..00000000
--- a/docs/notebook/admin/instancetypes.ipynb
+++ /dev/null
@@ -1,201 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "markdown",
-   "id": "3365d96c",
-   "metadata": {},
-   "source": [
-    "# [admin] Instancetypes command\n",
-    "\n",
-    "\n",
-    "The `instancetypes` command in `admin` scope could help you manage instancetypes.\n"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "0e684e90",
-   "metadata": {},
-   "source": [
-    "## Setup PrimeHub Python SDK\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "2ed0bf22",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "from primehub import PrimeHub, PrimeHubConfig\n",
-    "ph = PrimeHub(PrimeHubConfig())\n",
-    "\n",
-    "if ph.is_ready():\n",
-    "    print(\"PrimeHub Python SDK setup successfully\")\n",
-    "else:\n",
-    "    print(\"PrimeHub Python SDK couldn't get the group information, follow the 00-getting-started.ipynb to complete it\")"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "3720ad82",
-   "metadata": {},
-   "source": [
-    "## Help documentation"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "2055801e",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "help(ph.admin.instancetypes)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "ac0e2516",
-   "metadata": {},
-   "source": [
-    "## InstanceTypes management\n",
-    "\n",
-    "---\n",
-    "\n",
-    "\n",
-    "```\n",
-    "$ primehub admin instancetypes\n",
-    "\n",
-    "Usage:\n",
-    "  primehub admin instancetypes <command>\n",
-    "\n",
-    "Manage instance type\n",
-    "\n",
-    "Available Commands:\n",
-    "  create               Create an instance type\n",
-    "  delete               Delete an instance type by id\n",
-    "  get                  Get an instance type by id\n",
-    "  list                 List instance type\n",
-    "  update               Update the instance type\n",
-    "```\n",
-    "\n",
-    "---\n",
-    "\n",
-    "### Fields for creating or updating\n",
-    "\n",
-    "| field | required | type | description |\n",
-    "| --- | --- | --- | --- |\n",
-    "| name | required | string | it should be a valid resource name for kubernetes. `name` will be ignored when updating |\n",
-    "| displayName | optional | string | display name for the instance type |\n",
-    "| description | optional | string | |\n",
-    "| global | optional | boolean | when an instance type is global, it could be seen for each group |\n",
-    "| groups | optional | list of connected groups (dict) | please see the `connect` examples. default value: false |\n",
-    "| cpuLimit | required* | float | the maximum vCPU quantity. For example: `1` or `1.0` means 1 vCPU and `0.5` means half of vCPU |\n",
-    "| cpuRequest | optional | float | the initial vCPU quantity for CPU resource. cpuRequest can not be greater than cpuLimit |\n",
-    "| memoryLimit | required* | float | the maximum Memory size. For example: `1.5` means `1.5 GB` memory |\n",
-    "| memoryRequest | optional | float | the initial Memory size. memoryRequest can not be greater than memoryLimit |\n",
-    "| gpuLimit | optional | int | the count of GPU when an instance allocated |\n",
-    "| tolerations | optional | dict | kubernetes pod toleration in an instance (Pod) |\n",
-    "| nodeSelector | optional | dict | kubernetes pod nodeSelector in an instance (Pod) |\n",
-    "\n",
-    "#### Auto-filling Fields\n",
-    "Auto-filling will happen when the configuration omitted fields\n",
-    "\n",
-    "| field\t| value\t| description |\n",
-    "| --- | --- | --- |\n",
-    "| cpuLimit\t| 1\t| 1 vCPU |\n",
-    "| memoryLimit\t| 1\t| 1 GB memory |\n"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "dcb77e3d",
-   "metadata": {},
-   "source": [
-    "## Examples"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "b4eb5746",
-   "metadata": {},
-   "source": [
-    "You could find [more examples on our github](https://github.com/InfuseAI/primehub-python-sdk/blob/main/docs/CLI/admin/instancetypes.md)."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "639e6281",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# List instance types\n",
-    "list(ph.admin.instancetypes.list())"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "908759a6",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# create an instance type\n",
-    "config = {\n",
-    "  \"name\": \"cpu-instance-by-sdk\",\n",
-    "  \"displayName\": \"CPU 1\",\n",
-    "  \"description\": \"1 vCPU / 1G Memory\",\n",
-    "  \"cpuLimit\": 1,\n",
-    "  \"memoryLimit\": 1,\n",
-    "  \"gpuLimit\": 0,\n",
-    "  \"global\": True\n",
-    "}\n",
-    "ph.admin.instancetypes.create(config)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "ef3c1a91",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# get deatils by id\n",
-    "ph.admin.instancetypes.get(config['name'])"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "fb242b3d",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# delete the instance type\n",
-    "ph.admin.instancetypes.delete(config['name'])"
-   ]
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "PrimeHub SDK",
-   "language": "python",
-   "name": "myenv"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.7.6"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 5
-}
diff --git a/docs/notebook/admin/secrets.ipynb b/docs/notebook/admin/secrets.ipynb
deleted file mode 100644
index 845c6941..00000000
--- a/docs/notebook/admin/secrets.ipynb
+++ /dev/null
@@ -1,210 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "markdown",
-   "id": "3365d96c",
-   "metadata": {},
-   "source": [
-    "# [admin] Secrets command\n",
-    "\n",
-    "\n",
-    "The `secrets` command in `admin` scope could help you manage secrets.\n"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "0e684e90",
-   "metadata": {},
-   "source": [
-    "## Setup PrimeHub Python SDK\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "2ed0bf22",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "from primehub import PrimeHub, PrimeHubConfig\n",
-    "ph = PrimeHub(PrimeHubConfig())\n",
-    "\n",
-    "if ph.is_ready():\n",
-    "    print(\"PrimeHub Python SDK setup successfully\")\n",
-    "else:\n",
-    "    print(\"PrimeHub Python SDK couldn't get the group information, follow the 00-getting-started.ipynb to complete it\")"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "3720ad82",
-   "metadata": {},
-   "source": [
-    "## Help documentation"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "2055801e",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "help(ph.admin.secrets)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "ac0e2516",
-   "metadata": {},
-   "source": [
-    "## Secrets management\n",
-    "\n",
-    "---\n",
-    "\n",
-    "\n",
-    "```\n",
-    "$ primehub admin secrets\n",
-    "\n",
-    "Usage:\n",
-    "  primehub admin secrets <command>\n",
-    "\n",
-    "Manage secrets\n",
-    "\n",
-    "Available Commands:\n",
-    "  create               Create a secret\n",
-    "  delete               Delete a secret by id\n",
-    "  get                  Get an secret by id\n",
-    "  list                 List secrets\n",
-    "  update               Update the secret\n",
-    "```\n",
-    "\n",
-    "---\n",
-    "\n"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "dcb77e3d",
-   "metadata": {},
-   "source": [
-    "## Examples"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "b4eb5746",
-   "metadata": {},
-   "source": [
-    "You could find [more examples on our github](https://github.com/InfuseAI/primehub-python-sdk/blob/main/docs/CLI/admin/secrets.md)."
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "97458424",
-   "metadata": {},
-   "source": [
-    "### Fields for creating or updating\n",
-    "\n",
-    "| field | required | type | description |\n",
-    "| --- | --- | --- | --- |\n",
-    "| name | required | string | The name of secret. It is only used when creating. |\n",
-    "| type | required | string | one of ['opaque', 'kubernetes']. `opaque` is used for Git Sync Volume (SSH Public Key). `kubernetes` is used for Container Registry. |\n",
-    "| displayName | optional | string | |\n",
-    "\n",
-    "* `type` can not be changed after created.\n",
-    "\n",
-    "Fields for  `opaque`\n",
-    "\n",
-    "| field | required | type | description |\n",
-    "| --- | --- | --- | --- |\n",
-    "| secret | conditional | string | when type is opaque, secret field become required for the SSH Public Key. |\n",
-    "\n",
-    "Fields for  `kubernetes`\n",
-    "\n",
-    "You should put container registry credentials to these fields:\n",
-    "\n",
-    "| field | required | type | description |\n",
-    "| --- | --- | --- | --- |\n",
-    "| registryHost | conditional | string |  |\n",
-    "| username | conditional | string | |\n",
-    "| password | conditional | string | |\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "639e6281",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Create secrets\n",
-    "secret = ph.admin.secrets.create(dict(name='create-secret-by-sdk', type='opaque', secret='keep it secret'))\n",
-    "secret"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "ef3c1a91",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# List secrets\n",
-    "list(ph.admin.secrets.list())"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "6a1a1f49",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Get the secret\n",
-    "ph.admin.secrets.get(secret['id'])"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "bd697b8b",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Delete the secret\n",
-    "print(f'delete secret by id: {secret[\"id\"]}')\n",
-    "ph.admin.secrets.delete(secret['id'])"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "a0ffa881",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "PrimeHub SDK",
-   "language": "python",
-   "name": "myenv"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.7.6"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 5
-}
diff --git a/docs/notebook/admin/users.ipynb b/docs/notebook/admin/users.ipynb
deleted file mode 100644
index f7ea53a2..00000000
--- a/docs/notebook/admin/users.ipynb
+++ /dev/null
@@ -1,204 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "markdown",
-   "id": "3365d96c",
-   "metadata": {},
-   "source": [
-    "# [admin] Users command\n",
-    "\n",
-    "\n",
-    "The `users` command in `admin` scope could help you manage users.\n"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "0e684e90",
-   "metadata": {},
-   "source": [
-    "## Setup PrimeHub Python SDK\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "2ed0bf22",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "from primehub import PrimeHub, PrimeHubConfig\n",
-    "ph = PrimeHub(PrimeHubConfig())\n",
-    "\n",
-    "if ph.is_ready():\n",
-    "    print(\"PrimeHub Python SDK setup successfully\")\n",
-    "else:\n",
-    "    print(\"PrimeHub Python SDK couldn't get the group information, follow the 00-getting-started.ipynb to complete it\")"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "3720ad82",
-   "metadata": {},
-   "source": [
-    "## Help documentation"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "2055801e",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "help(ph.admin.users)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "ac0e2516",
-   "metadata": {},
-   "source": [
-    "## User management\n",
-    "\n",
-    "---\n",
-    "\n",
-    "\n",
-    "```\n",
-    "$ primehub admin users\n",
-    "\n",
-    "Usage:\n",
-    "  primehub admin users <command>\n",
-    "\n",
-    "Manage users\n",
-    "\n",
-    "Available Commands:\n",
-    "  create               Create a user\n",
-    "  delete               Delete an user by id\n",
-    "  get                  Get an user by id\n",
-    "  list                 List users\n",
-    "  reset-password       Reset password by id\n",
-    "  update               Update the user\n",
-    "```\n",
-    "\n",
-    "---\n",
-    "\n",
-    "For `create` and `update` actions are needed a configuration to mutate a user. Here is the fields table:\n",
-    "\n",
-    "\n",
-    "### Fields\n",
-    "\n",
-    "| field | required | type | description |\n",
-    "| --- | --- | --- | --- |\n",
-    "| username | required | string | lower case alphanumeric characters, '-', '.', and underscores (\"_\") are allowed, and must start with a letter or numeric.` |\n",
-    "| email | optional | string | a valid email |\n",
-    "| firstName | optional | string | |\n",
-    "| lastName | optional | string | |\n",
-    "| isAdmin | optional | boolean | grant the administrator role to the user |\n",
-    "| volumeCapacity | optional | int | customize the size of the user volume. unit: `GB`|\n",
-    "| groups | optional | assign the user to groups | please see the `connect` examples |\n",
-    "\n",
-    "These fields are only used with email activation (only for `create`):\n",
-    "\n",
-    "| field | required | type | description |\n",
-    "| --- | --- | --- | --- |\n",
-    "| sendEmail | optional | boolean | send an activation email to the user. (it worked if the smtp was set)|\n",
-    "| resetActions.set | optional | string[] | ask for actions, valid actions: `['VERIFY_EMAIL', 'UPDATE_PASSWORD']` |\n",
-    "| expiresIn | optional | int | expired duration for the activation email |\n",
-    "\n",
-    "\n"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "dcb77e3d",
-   "metadata": {},
-   "source": [
-    "## Examples"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "b4eb5746",
-   "metadata": {},
-   "source": [
-    "You could find [more examples on our github](https://github.com/InfuseAI/primehub-python-sdk/blob/main/docs/CLI/admin/users.md)."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "908759a6",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Create a user with admin role\n",
-    "config = {\n",
-    "  \"username\": \"user-admin-from-jupyter\",\n",
-    "  \"groups\": {\n",
-    "    \"connect\": [\n",
-    "      {\n",
-    "        \"id\": ph.group_id\n",
-    "      }\n",
-    "    ]\n",
-    "  },\n",
-    "  \"isAdmin\": True\n",
-    "}\n",
-    "data = ph.admin.users.create(config)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "639e6281",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# List users\n",
-    "list(ph.admin.users.list())"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "ef3c1a91",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Get the user details\n",
-    "ph.admin.users.get(data['id'])"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "bd697b8b",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Delete the user\n",
-    "ph.admin.users.delete(data['id'])"
-   ]
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "PrimeHub SDK",
-   "language": "python",
-   "name": "myenv"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.7.6"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 5
-}
diff --git a/docs/notebook/admin/volumes.ipynb b/docs/notebook/admin/volumes.ipynb
deleted file mode 100644
index 6b972ae9..00000000
--- a/docs/notebook/admin/volumes.ipynb
+++ /dev/null
@@ -1,227 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "markdown",
-   "id": "3365d96c",
-   "metadata": {},
-   "source": [
-    "# [admin] Volumes command\n",
-    "\n",
-    "\n",
-    "The `volumes` command in `admin` scope could help you manage volumes.\n"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "0e684e90",
-   "metadata": {},
-   "source": [
-    "## Setup PrimeHub Python SDK\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "2ed0bf22",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "from primehub import PrimeHub, PrimeHubConfig\n",
-    "ph = PrimeHub(PrimeHubConfig())\n",
-    "\n",
-    "if ph.is_ready():\n",
-    "    print(\"PrimeHub Python SDK setup successfully\")\n",
-    "else:\n",
-    "    print(\"PrimeHub Python SDK couldn't get the group information, follow the 00-getting-started.ipynb to complete it\")"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "3720ad82",
-   "metadata": {},
-   "source": [
-    "## Help documentation"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "2055801e",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "help(ph.admin.volumes)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "ac0e2516",
-   "metadata": {},
-   "source": [
-    "## Dataset management\n",
-    "\n",
-    "---\n",
-    "\n",
-    "\n",
-    "```\n",
-    "$ primehub admin volumes\n",
-    "\n",
-    "Usage:\n",
-    "  primehub admin volumes <command>\n",
-    "\n",
-    "Manage volumes\n",
-    "\n",
-    "Available Commands:\n",
-    "  create               Create a volume\n",
-    "  delete               Delete a volume by id\n",
-    "  get                  Get a volume by name\n",
-    "  list                 list volumes\n",
-    "  update               Update the volume\n",
-    "  upload_secret        Regenerate the secret of the upload server\n",
-    "```\n",
-    "\n",
-    "---\n",
-    "\n",
-    "\n",
-    "## Dataset configuration\n",
-    "\n",
-    "You need a configuration `create` and `update` to operate. Here is an example to create a `pv-volume`:\n",
-    "\n",
-    "```json\n",
-    "{\n",
-    "  \"name\": \"pv-volume\",\n",
-    "  \"displayName\": \"the volume created by SDK\",\n",
-    "  \"description\": \"It is a PV volume\",\n",
-    "  \"type\": \"pv\",\n",
-    "  \"global\": true,\n",
-    "  \"pvProvisioning\": \"auto\",\n",
-    "  \"volumeSize\": 1\n",
-    "}\n",
-    "```\n",
-    "\n",
-    "In our system, there are 5 types for volumes: `['pv', 'nfs', 'hostPath', 'git', 'env']`. Please check the fields reference to give a proper configuration to create your own volume.\n",
-    "\n",
-    "\n",
-    "### Fields for creating or updating\n",
-    "\n",
-    "| field | required | type | description |\n",
-    "| --- | --- | --- | --- |\n",
-    "| name | required | string | it should be a valid resource name for kubernetes |\n",
-    "| displayName | optional | string | display name for this volume |\n",
-    "| description | optional | string | |\n",
-    "| global | optional | boolean | when a volume is global, it could be seen for each group |\n",
-    "| type | required | string | one of ['pv', 'nfs', 'hostPath', 'git', 'env'] |\n",
-    "| url | conditional | string | **MUST** use with `git` type |\n",
-    "| pvProvisioning | conditional | string | onf of ['auto', 'manual'], **MUST** use with `pv` type. This field only uses in `CREATE` action |\n",
-    "| nfsServer | conditional | string | **MUST** use with `nfs` type |\n",
-    "| nfsPath | conditional | string | **MUST** use with `nfs` type |\n",
-    "| hostPath | conditional | string | **MUST** use with `hostPath` type  |\n",
-    "| variables | optional | dict | **MAY** use with `env` type. It is key value pairs. All values have to a string value. For example: `{\"key1\":\"value1\",\"key2\":\"value2\"}`. |\n",
-    "| groups | optional | list of connected groups (dict) | please see the `connect` examples |\n",
-    "| secret | optional | dict | **MAY** use with `git` type, it binds a `secret` id to the `git` volume. The secret can be found with `primehub admin secrets list` |\n",
-    "| volumeSize | conditional | integer | **MUST** use with `pv` type and 'auto' provisioning. The unit is `GB`.|\n",
-    "| enableUploadServer | optional | boolean | it only works with one of ['pv', 'nfs', 'hostPath'] writable types |\n",
-    "\n",
-    "> There is a simple rule to use fields for `UPDATE`. All required fields should not be in the payload.\n",
-    "\n",
-    "For example, there is a configuration for creating env volume:\n",
-    "\n",
-    "```bash\n",
-    "primehub admin volumes create <<EOF\n",
-    "{\n",
-    "  \"name\": \"env-volume\",\n",
-    "  \"description\": \"\",\n",
-    "  \"type\": \"env\",\n",
-    "  \"variables\": {\n",
-    "    \"ENV\": \"prod\",\n",
-    "    \"LUCKY_NUMBER\": \"7\"\n",
-    "  }\n",
-    "}\n",
-    "EOF\n",
-    "```\n",
-    "\n",
-    "After removing required `name` and `type` fields, it could be used with updating:\n",
-    "\n",
-    "```bash\n",
-    "primehub admin volumes update env-volume <<EOF\n",
-    "{\n",
-    "  \"description\": \"make changes to the description\",\n",
-    "  \"variables\": {\n",
-    "    \"ENV\": \"prod\",\n",
-    "    \"LUCKY_NUMBER\": \"8\"\n",
-    "  }\n",
-    "}\n",
-    "EOF\n",
-    "```\n",
-    "\n"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "dcb77e3d",
-   "metadata": {},
-   "source": [
-    "## Examples"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "b4eb5746",
-   "metadata": {},
-   "source": [
-    "You could find [more examples on our github](https://github.com/InfuseAI/primehub-python-sdk/blob/main/docs/CLI/admin/volumes.md)."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "639e6281",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# List volumes\n",
-    "list(ph.admin.volumes.list())"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "908759a6",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Get a volume\n",
-    "ph.admin.volumes.get('primehub')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "ef3c1a91",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "PrimeHub SDK",
-   "language": "python",
-   "name": "myenv"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.7.6"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 5
-}
diff --git a/docs/notebook/groups.ipynb b/docs/notebook/groups.ipynb
deleted file mode 100644
index db55be19..00000000
--- a/docs/notebook/groups.ipynb
+++ /dev/null
@@ -1,109 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "markdown",
-   "id": "4e2a2222",
-   "metadata": {},
-   "source": [
-    "# Groups command\n",
-    "\n",
-    "### Introduction\n",
-    "\n",
-    "Groups command can show the available groups for your account.\n"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "b41b337d",
-   "metadata": {},
-   "source": [
-    "## Setup PrimeHub Python SDK\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "2d22406f",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "from primehub import PrimeHub, PrimeHubConfig\n",
-    "ph = PrimeHub(PrimeHubConfig())\n",
-    "\n",
-    "if ph.is_ready():\n",
-    "    print(\"PrimeHub Python SDK setup successfully\")\n",
-    "else:\n",
-    "    print(\"PrimeHub Python SDK couldn't get the group information, follow the 00-getting-started.ipynb to complete it\")"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "15baf8f0",
-   "metadata": {},
-   "source": [
-    "## Help documentation"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "3e0ba57d",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "help(ph.groups)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "b0a314a8",
-   "metadata": {},
-   "source": [
-    "## Examples"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "26c345f4",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Get a group\n",
-    "ph.groups.get('devteam')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "e983f14d",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# List effective group\n",
-    "ph.groups.list()"
-   ]
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.7.6"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 5
-}
diff --git a/docs/notebook/models.ipynb b/docs/notebook/models.ipynb
deleted file mode 100644
index 6ac90a4c..00000000
--- a/docs/notebook/models.ipynb
+++ /dev/null
@@ -1,177 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "markdown",
-   "id": "697a9c7f",
-   "metadata": {},
-   "source": [
-    "# Models command\n",
-    "\n",
-    "### Introduction\n",
-    "\n",
-    "The `models` command can manage models in the current group.\n",
-    "\n",
-    "\n",
-    "* deploy: Deploy the model version to the speific deployment\n",
-    "* get: Get the model\n",
-    "* get-version: Get a version of the model\n",
-    "* list: List models\n",
-    "* list-versions: List versions of the model"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "9d26093c",
-   "metadata": {},
-   "source": [
-    "## Setup PrimeHub Python SDK\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "43fadc2b",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "from primehub import PrimeHub, PrimeHubConfig\n",
-    "ph = PrimeHub(PrimeHubConfig())\n",
-    "\n",
-    "if ph.is_ready():\n",
-    "    print(\"PrimeHub Python SDK setup successfully\")\n",
-    "else:\n",
-    "    print(\"PrimeHub Python SDK couldn't get the group information, follow the 00-getting-started.ipynb to complete it\")"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "55a3532f",
-   "metadata": {},
-   "source": [
-    "## Help documentation"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "7b042631",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "help(ph.models)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "d3f7f15b",
-   "metadata": {},
-   "source": [
-    "## Examples"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "2f18af7d",
-   "metadata": {},
-   "source": [
-    "### Get detail information of models"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "469a3095",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# List all models\n",
-    "models = ph.models.list()\n",
-    "for model in models:\n",
-    "    print(model)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "decc1365",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Get detail information by model name\n",
-    "ph.models.get('<model_name>')"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "903009c2",
-   "metadata": {},
-   "source": [
-    "### Get detail information of model versions"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "1ce5ad39",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# List all versions of a model\n",
-    "model_versions = ph.models.list_versions('<model_name>')\n",
-    "for version in model_versions:\n",
-    "    print(version)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "e0bfb3ad",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Get detail information by model name and version number\n",
-    "ph.models.get_version('<model_name>', '<version>')"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "a1970e9c",
-   "metadata": {},
-   "source": [
-    "### Deploy a model to existing deployments"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "9464702e",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Deploy the model with specific version \n",
-    "ph.models.deploy('<model_name>', '<version>', '<deployment_id>')"
-   ]
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.7.10"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 5
-}
diff --git a/docs/notebook/00-getting-started.ipynb b/docs/notebook/user-portal/00-getting-started.ipynb
similarity index 50%
rename from docs/notebook/00-getting-started.ipynb
rename to docs/notebook/user-portal/00-getting-started.ipynb
index 315ba6c2..623df12f 100644
--- a/docs/notebook/00-getting-started.ipynb
+++ b/docs/notebook/user-portal/00-getting-started.ipynb
@@ -6,7 +6,7 @@
    "source": [
     "# Getting Started with PrimeHub Python SDK\n",
     "\n",
-    "PrimeHub Python SDK makes you automation with PrimeHub Platform.\n"
+    "PrimeHub Python SDK makes you automation with PrimeHub Platform."
    ]
   },
   {
@@ -29,9 +29,32 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Collecting primehub-python-sdk\n",
+      "  Using cached primehub_python_sdk-0.4.0-py3-none-any.whl (110 kB)\n",
+      "Collecting types-tabulate==0.8.2\n",
+      "  Using cached types_tabulate-0.8.2-py3-none-any.whl (2.4 kB)\n",
+      "Requirement already satisfied: requests in /opt/conda/lib/python3.7/site-packages (from primehub-python-sdk) (2.27.1)\n",
+      "Collecting types-requests\n",
+      "  Downloading types_requests-2.28.11.17-py3-none-any.whl (14 kB)\n",
+      "Requirement already satisfied: tabulate==0.8.9 in /opt/conda/lib/python3.7/site-packages (from primehub-python-sdk) (0.8.9)\n",
+      "Requirement already satisfied: charset-normalizer~=2.0.0 in /opt/conda/lib/python3.7/site-packages (from requests->primehub-python-sdk) (2.0.12)\n",
+      "Requirement already satisfied: idna<4,>=2.5 in /opt/conda/lib/python3.7/site-packages (from requests->primehub-python-sdk) (3.3)\n",
+      "Requirement already satisfied: certifi>=2017.4.17 in /opt/conda/lib/python3.7/site-packages (from requests->primehub-python-sdk) (2020.6.20)\n",
+      "Requirement already satisfied: urllib3<1.27,>=1.21.1 in /opt/conda/lib/python3.7/site-packages (from requests->primehub-python-sdk) (1.26.9)\n",
+      "Collecting types-urllib3<1.27\n",
+      "  Downloading types_urllib3-1.26.25.10-py3-none-any.whl (15 kB)\n",
+      "Installing collected packages: types-urllib3, types-tabulate, types-requests, primehub-python-sdk\n",
+      "Successfully installed primehub-python-sdk-0.4.0 types-requests-2.28.11.17 types-tabulate-0.8.2 types-urllib3-1.26.25.10\n"
+     ]
+    }
+   ],
    "source": [
     "!pip install primehub-python-sdk"
    ]
@@ -49,15 +72,29 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [],
    "source": [
+    "# Please modify the variable of PrimeHub Cluster URL\n",
     "PRIMEHUB_CLUSTER = 'http://primehub-python-sdk.primehub.io'\n",
     "\n",
+    "# Force change the config.json\n",
+    "CHANGE_CONFIG_FILE = False"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
     "from primehub import PrimeHub, PrimeHubConfig\n",
+    "\n",
     "ph = PrimeHub(PrimeHubConfig())\n",
-    "ph.config.generate(PRIMEHUB_CLUSTER)"
+    "if not os.path.isfile(os.path.join(os.getenv(\"HOME\"), \".primehub/config.json\")) or CHANGE_CONFIG_FILE:\n",
+    "    ph.config.generate(PRIMEHUB_CLUSTER)"
    ]
   },
   {
@@ -73,6 +110,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
+    "ph = PrimeHub(PrimeHubConfig())\n",
     "if ph.is_ready():\n",
     "    print(\"PrimeHub Python SDK setup successfully\")\n",
     "    print(\"Current Group:\", ph.primehub_config.current_group)\n",
@@ -84,7 +122,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## Here is all available commands in the PrimeHub SDK\n",
+    "## Here is all available commands in the PrimeHub Python SDK\n",
     "\n",
     "We will talk each command in the individual notebook. Commands call convention are:\n",
     "\n",
@@ -95,37 +133,38 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 5,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "admin\n",
+      "apps\n",
+      "apptemplates\n",
+      "config\n",
+      "datasets\n",
+      "deployments\n",
+      "files\n",
+      "groups\n",
+      "images\n",
+      "instancetypes\n",
+      "jobs\n",
+      "me\n",
+      "models\n",
+      "notebooks\n",
+      "recurring-jobs\n",
+      "secrets\n",
+      "version\n",
+      "volumes\n"
+     ]
+    }
+   ],
    "source": [
     "for cmd in ph.get_all_commands():\n",
     "    print(cmd)"
    ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "## Please check command details \n",
-    "\n",
-    "* Configuration and account resources\n",
-    "  * config.ipynb\n",
-    "  * groups.ipynb\n",
-    "  * me.ipynb\n",
-    "  \n",
-    "* Group resource(group-resources.ipynb):\n",
-    "  * datasets\n",
-    "  * images\n",
-    "  * instancetypes\n",
-    "\n",
-    "* Job related\n",
-    "  * files\n",
-    "  * jobs\n",
-    "  * schedules\n",
-    "\n",
-    "* notebooks command\n"
-   ]
   }
  ],
  "metadata": {
@@ -133,9 +172,9 @@
    "hash": "b2ec084f4af1cfdda5df94d11be181b9273da0e6177ccab952b78bb7bed491ac"
   },
   "kernelspec": {
-   "display_name": "PrimeHub SDK",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
-   "name": "myenv"
+   "name": "python3"
   },
   "language_info": {
    "codemirror_mode": {
@@ -147,7 +186,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.6"
+   "version": "3.7.12"
   }
  },
  "nbformat": 4,
diff --git a/docs/notebook/me.ipynb b/docs/notebook/user-portal/01-1-me.ipynb
similarity index 64%
rename from docs/notebook/me.ipynb
rename to docs/notebook/user-portal/01-1-me.ipynb
index 336c668d..11b212e4 100644
--- a/docs/notebook/me.ipynb
+++ b/docs/notebook/user-portal/01-1-me.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "b7f33587",
+   "id": "45440ca7",
    "metadata": {},
    "source": [
     "# Me command\n",
@@ -14,7 +14,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "e0e0168b",
+   "id": "64b99d2a",
    "metadata": {},
    "source": [
     "## Setup PrimeHub Python SDK\n"
@@ -23,7 +23,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "bb88d3e0",
+   "id": "a29399d6",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -38,7 +38,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "f5b3f866",
+   "id": "b6b74c23",
    "metadata": {},
    "source": [
     "## Help documentation"
@@ -47,7 +47,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "e62a8003",
+   "id": "1bd0de79",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -56,7 +56,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "7c478689",
+   "id": "24ba4c10",
    "metadata": {},
    "source": [
     "## Examples"
@@ -65,26 +65,62 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "3af5ca83",
+   "id": "540919ce",
    "metadata": {},
    "outputs": [],
    "source": [
-    "# Show account information\n",
+    "# Show PrimeHub account information\n",
     "ph.me.me()"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "13ab410f",
+   "id": "5d3ae0f4",
    "metadata": {},
    "outputs": [],
-   "source": []
+   "source": [
+    "# Show PrimeHub current group\n",
+    "ph.me.current_group"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "159361c1",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Show PrimeHub endpoint\n",
+    "ph.me.endpoint"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "c85d4531",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Show PrimeHub group id\n",
+    "ph.me.group_id"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "b97cb152",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Show Primehub\n",
+    "ph.me.group_name"
+   ]
   }
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -98,7 +134,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.10"
+   "version": "3.7.12"
   }
  },
  "nbformat": 4,
diff --git a/docs/notebook/config.ipynb b/docs/notebook/user-portal/01-2-config.ipynb
similarity index 92%
rename from docs/notebook/config.ipynb
rename to docs/notebook/user-portal/01-2-config.ipynb
index d57bfe39..527e33fe 100644
--- a/docs/notebook/config.ipynb
+++ b/docs/notebook/user-portal/01-2-config.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "1dbeaa6f",
+   "id": "fe4e0d0e",
    "metadata": {},
    "source": [
     "# Config command\n",
@@ -31,7 +31,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "167524ce",
+   "id": "4a2dc0fa",
    "metadata": {},
    "source": [
     "## Setup PrimeHub Python SDK\n"
@@ -40,7 +40,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "2374e1ba",
+   "id": "e8e3f07d",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -55,7 +55,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "e9ad2a22",
+   "id": "fc770ed1",
    "metadata": {},
    "source": [
     "## Help documentation"
@@ -64,7 +64,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "dafdff57",
+   "id": "b365bb49",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -73,7 +73,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "08dad975",
+   "id": "7f3128d5",
    "metadata": {},
    "source": [
     "## Examples"
@@ -82,7 +82,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "26bc550d",
+   "id": "50c4243b",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -93,7 +93,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "b123a21b",
+   "id": "aadaa38e",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -104,7 +104,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "67b77f0e",
+   "id": "c9d41aa1",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -116,7 +116,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "da92b72a",
+   "id": "156d5ce2",
    "metadata": {},
    "outputs": [],
    "source": []
@@ -124,7 +124,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -138,7 +138,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.10"
+   "version": "3.7.12"
   }
  },
  "nbformat": 4,
diff --git a/docs/notebook/instancetypes.ipynb b/docs/notebook/user-portal/01-3-instancetypes.ipynb
similarity index 88%
rename from docs/notebook/instancetypes.ipynb
rename to docs/notebook/user-portal/01-3-instancetypes.ipynb
index 1d37c89a..6920c579 100644
--- a/docs/notebook/instancetypes.ipynb
+++ b/docs/notebook/user-portal/01-3-instancetypes.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "b8f26dad",
+   "id": "4e437853",
    "metadata": {},
    "source": [
     "# Instancetypes command\n",
@@ -13,7 +13,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "d24e7630",
+   "id": "90b5a29e",
    "metadata": {},
    "source": [
     "## Setup PrimeHub Python SDK\n"
@@ -22,7 +22,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "3cdb5c40",
+   "id": "d4c5d0ed",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -37,7 +37,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "6b2300e0",
+   "id": "b8562a84",
    "metadata": {},
    "source": [
     "## Help documentation"
@@ -46,7 +46,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "d055cccd",
+   "id": "d565a120",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -55,7 +55,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "2d052f37",
+   "id": "8423bb5e",
    "metadata": {},
    "source": [
     "## Examples"
@@ -64,7 +64,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "c3ccfad7",
+   "id": "5569449b",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -75,7 +75,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "477469f7",
+   "id": "76617b8b",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -86,7 +86,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "5976f3ba",
+   "id": "148f027a",
    "metadata": {},
    "outputs": [],
    "source": []
@@ -94,7 +94,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -108,7 +108,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.10"
+   "version": "3.7.12"
   }
  },
  "nbformat": 4,
diff --git a/docs/notebook/secrets.ipynb b/docs/notebook/user-portal/01-4-secrets.ipynb
similarity index 91%
rename from docs/notebook/secrets.ipynb
rename to docs/notebook/user-portal/01-4-secrets.ipynb
index 2639165c..b12da72f 100644
--- a/docs/notebook/secrets.ipynb
+++ b/docs/notebook/user-portal/01-4-secrets.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "6f94585c",
+   "id": "85d076d5",
    "metadata": {},
    "source": [
     "# Secrets command\n",
@@ -14,7 +14,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "e035ff8a",
+   "id": "e4e37b28",
    "metadata": {},
    "source": [
     "## Setup PrimeHub Python SDK\n"
@@ -23,7 +23,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "14d61c20",
+   "id": "8a1cade7",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -38,7 +38,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "99b72e74",
+   "id": "67b1fd00",
    "metadata": {},
    "source": [
     "## Help documentation"
@@ -47,7 +47,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "5c19aff9",
+   "id": "c99949c2",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -56,7 +56,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "fa526193",
+   "id": "8e40caf4",
    "metadata": {},
    "source": [
     "## Examples"
@@ -65,7 +65,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "99019b63",
+   "id": "dc41769b",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -77,7 +77,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "40162ded",
+   "id": "f008a514",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -89,7 +89,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "e97cc2f6",
+   "id": "4b2ba647",
    "metadata": {},
    "outputs": [],
    "source": []
@@ -111,7 +111,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.6"
+   "version": "3.7.12"
   }
  },
  "nbformat": 4,
diff --git a/docs/notebook/volumes.ipynb b/docs/notebook/user-portal/01-5-volumes.ipynb
similarity index 88%
rename from docs/notebook/volumes.ipynb
rename to docs/notebook/user-portal/01-5-volumes.ipynb
index 3b18b991..7162b7ea 100644
--- a/docs/notebook/volumes.ipynb
+++ b/docs/notebook/user-portal/01-5-volumes.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "3365d96c",
+   "id": "2667b870",
    "metadata": {},
    "source": [
     "# Volumes command\n",
@@ -13,7 +13,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "0e684e90",
+   "id": "6ad2b427",
    "metadata": {},
    "source": [
     "## Setup PrimeHub Python SDK\n"
@@ -22,7 +22,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "2ed0bf22",
+   "id": "68163d73",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -37,7 +37,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "3720ad82",
+   "id": "83c13fa7",
    "metadata": {},
    "source": [
     "## Help documentation"
@@ -46,7 +46,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "2055801e",
+   "id": "d1e80796",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -55,7 +55,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "dcb77e3d",
+   "id": "394c5599",
    "metadata": {},
    "source": [
     "## Examples"
@@ -64,7 +64,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "639e6281",
+   "id": "ad1d336a",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -75,7 +75,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "908759a6",
+   "id": "dcb704ae",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -86,7 +86,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "4b9f9704",
+   "id": "b16e2ff3",
    "metadata": {},
    "outputs": [],
    "source": []
@@ -94,7 +94,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -108,7 +108,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.10"
+   "version": "3.7.12"
   }
  },
  "nbformat": 4,
diff --git a/docs/notebook/notebooks.ipynb b/docs/notebook/user-portal/02-notebooks.ipynb
similarity index 54%
rename from docs/notebook/notebooks.ipynb
rename to docs/notebook/user-portal/02-notebooks.ipynb
index e3669423..c4789f3f 100644
--- a/docs/notebook/notebooks.ipynb
+++ b/docs/notebook/user-portal/02-notebooks.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "87382334",
+   "id": "b453f118",
    "metadata": {},
    "source": [
     "# Notebooks command\n",
@@ -14,7 +14,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "d7e67662",
+   "id": "988cd4af",
    "metadata": {},
    "source": [
     "## Setup PrimeHub Python SDK\n"
@@ -22,10 +22,18 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "id": "fef8aff5",
+   "execution_count": 1,
+   "id": "0d842b64",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "PrimeHub Python SDK setup successfully\n"
+     ]
+    }
+   ],
    "source": [
     "from primehub import PrimeHub, PrimeHubConfig\n",
     "ph = PrimeHub(PrimeHubConfig())\n",
@@ -38,7 +46,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "ae63b2af",
+   "id": "ce3b8452",
    "metadata": {},
    "source": [
     "## Help documentation"
@@ -47,7 +55,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "7c8e9e31",
+   "id": "33fd6a5f",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -56,7 +64,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "45f1a0e5",
+   "id": "d6b6e5db",
    "metadata": {},
    "source": [
     "## Examples"
@@ -64,7 +72,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "96a0c2fb",
+   "id": "cff57109",
    "metadata": {},
    "source": [
     "### Get detail information of notebook"
@@ -72,34 +80,54 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "id": "fd9f0a64",
+   "execution_count": 2,
+   "id": "7e43fb4e",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "    Traceback (most recent call last):\n",
+      "      File \"/opt/conda/lib/python3.7/site-packages/jupyterhub/singleuser/mixins.py\", line 518, in notify\n",
+      "        await client.fetch(req)\n",
+      "      File \"/opt/conda/lib/python3.7/asyncio/tasks.py\", line 318, in __wakeup\n",
+      "        future.result()\n",
+      "    tornado.httpclient.HTTPClientError: HTTP 403: Forbidden\n",
+      "[WARNING 2023-03-30 09:35:00.856 SingleUserLabApp manager:510] Notebook primehub-python-sdk/docs/notebook/me.ipynb is not trusted\n",
+      "Websocket closed\n",
+      "[WARNING 2023-03-30 09:42:50.189 SingleUserLabApp manager:510] Notebook primehub-python-sdk/docs/notebook/notebooks.ipynb is not trusted\n",
+      "[WARNING 2023-03-30 09:48:30.080 SingleUserLabApp handlers:236] delete /primehub-python-sdk/docs/notebook/Untitled.ipynb\n",
+      "\n"
+     ]
+    }
+   ],
    "source": [
-    "# Get logs\n",
+    "# Show the Current log\n",
+    "\n",
     "logs = ph.notebooks.logs()\n",
     "for l in logs:\n",
-    "    print(l)"
+    "    print(l.decode('utf-8'))"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "8fef781f",
+   "id": "eb4c0868",
    "metadata": {},
    "outputs": [],
    "source": [
-    "# Get logs in stream mode\n",
+    "# Streaming Mode: Show the log\n",
+    "\n",
     "logs = ph.notebooks.logs(follow=True)\n",
     "for l in logs:\n",
-    "    print(l)"
+    "    print(l.decode('utf-8'))"
    ]
   }
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -113,7 +141,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.10"
+   "version": "3.7.12"
   }
  },
  "nbformat": 4,
diff --git a/docs/notebook/jobs.ipynb b/docs/notebook/user-portal/03-1-jobs.ipynb
similarity index 66%
rename from docs/notebook/jobs.ipynb
rename to docs/notebook/user-portal/03-1-jobs.ipynb
index 6e4f0718..fb507115 100644
--- a/docs/notebook/jobs.ipynb
+++ b/docs/notebook/user-portal/03-1-jobs.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "c21ec6cb",
+   "id": "3d0bef17",
    "metadata": {},
    "source": [
     "# Jobs command\n",
@@ -24,7 +24,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "65d28291",
+   "id": "4feaec2f",
    "metadata": {},
    "source": [
     "## Setup PrimeHub Python SDK\n"
@@ -33,7 +33,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "41ab0564",
+   "id": "c20ba346",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -46,9 +46,19 @@
     "    print(\"PrimeHub Python SDK couldn't get the group information, follow the 00-getting-started.ipynb to complete it\")"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "a7f05141",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "ph.config.set_group('InfuseAI')"
+   ]
+  },
   {
    "cell_type": "markdown",
-   "id": "4495f6db",
+   "id": "5119e951",
    "metadata": {},
    "source": [
     "## Help documentation"
@@ -57,7 +67,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "22303d24",
+   "id": "40701baa",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -66,7 +76,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "97735451",
+   "id": "a54dad1a",
    "metadata": {},
    "source": [
     "## Examples"
@@ -74,31 +84,78 @@
   },
   {
    "cell_type": "markdown",
-   "id": "b60126b5",
+   "id": "2630ffb0",
    "metadata": {},
    "source": [
-    "### Get detail information of jobs"
+    "### submit: submit a job from a file or a recurring job"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "027a5b54",
+   "id": "6fbdc675",
    "metadata": {},
    "outputs": [],
    "source": [
-    "# List all jobs or with page number\n",
+    "# Submit a job\n",
+    "config = {\n",
+    "    \"instanceType\": \"cpu-1\",\n",
+    "    \"image\": \"base-notebook\",\n",
+    "    \"displayName\": \"short-job\",\n",
+    "    \"command\": \"\"\"echo 'test1' \"\"\",\n",
+    "}\n",
+    "\n",
+    "short_job = ph.jobs.submit(config)\n",
+    "print(short_job)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "02e6c101",
+   "metadata": {},
+   "source": [
+    "### List: list all jobs"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "7668b6c0",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# List all jobs\n",
+    "\n",
     "all_jobs = ph.jobs.list()\n",
+    "for job in all_jobs:\n",
+    "    print(job)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "93d8d17c",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# List the jobs in page 1\n",
     "job_page_1 = ph.jobs.list(page = 1)\n",
-    "\n",
-    "print(\"Number of all jobs:\", len(all_jobs))\n",
-    "print(\"Number of jobs at page 1:\", len(job_page_1))"
+    "for job in job_page_1:\n",
+    "    print(job)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "90a00c07",
+   "metadata": {},
+   "source": [
+    "### Get: Get detail information of jobs"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "4b6f6f09",
+   "id": "de6a9e35",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -108,16 +165,16 @@
   },
   {
    "cell_type": "markdown",
-   "id": "74d368b5",
+   "id": "5136552e",
    "metadata": {},
    "source": [
-    "### Submit jobs and get the logs"
+    "### Wait: wait a job until timeout or finish"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "c4627c3a",
+   "id": "de3d49c4",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -126,36 +183,50 @@
     "    \"instanceType\": \"cpu-1\",\n",
     "    \"image\": \"base-notebook\",\n",
     "    \"displayName\": \"short-job\",\n",
-    "    \"command\": \"echo \\\"test1\\\"\\necho \\\"test2\\\"\",\n",
+    "    \"command\": \"\"\"echo 'test1' \"\"\",\n",
     "}\n",
     "\n",
     "short_job = ph.jobs.submit(config)\n",
-    "print(short_job)"
+    "print('[ Done: Submit the new job ]')\n",
+    "\n",
+    "# Wait the job to be done\n",
+    "print('[ Waiting ]')\n",
+    "ph.jobs.wait(short_job['id'])\n",
+    "print('[ Job Done ]')\n",
+    "\n",
+    "# Get logs\n",
+    "logs = ph.jobs.logs(short_job['id'])\n",
+    "print('[ Job Logs ]')\n",
+    "for l in logs:\n",
+    "    print(l)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "61e98393",
+   "metadata": {},
+   "source": [
+    "### logs: get job logs by id"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "f88c3700",
+   "id": "1bdccbe0",
    "metadata": {},
    "outputs": [],
    "source": [
-    "# Wait the job to be done\n",
-    "print('[ Waiting ]')\n",
-    "ph.jobs.wait(short_job['id'])\n",
-    "print('[ Job Done ]')\n",
-    "\n",
     "# Get logs\n",
     "logs = ph.jobs.logs(short_job['id'])\n",
     "print('[ Job Logs ]')\n",
     "for l in logs:\n",
-    "    print(l)"
+    "    print(l.decode('utf-8'))"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "067bb7fa",
+   "id": "093e9a62",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -166,44 +237,57 @@
     "    'displayName': 'long-job',\n",
     "    'command': 'for i in {1..10}; do echo $i; sleep 1; done',\n",
     "}\n",
-    "long_job  = ph.jobs.submit(config)\n",
+    "long_job = ph.jobs.submit(config)\n",
     "\n",
-    "##\n",
-    "## TODO: need a way to wait unitl the job is running before get the logs\n",
-    "##\n",
+    "print('[ Waiting ]')\n",
     "ph.jobs.wait(long_job['id'], timeout=10)\n",
+    "print('[ Job Done ]')\n",
+    "\n",
     "\n",
     "logs = ph.jobs.logs(long_job['id'], follow=True)\n",
     "print('[ Job Logs ]')\n",
     "for l in logs:\n",
-    "    print(l)"
+    "    print(l.decode('utf-8'))"
    ]
   },
   {
    "cell_type": "markdown",
-   "id": "74009ccf",
+   "id": "bbed769e",
    "metadata": {},
    "source": [
-    "### Rerun and cancel the job"
+    "### rerun: rerun a job by id"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "31eb4160",
+   "id": "c918d245",
    "metadata": {},
    "outputs": [],
    "source": [
     "# Rerun the job\n",
     "rerun_job = ph.jobs.rerun(long_job['id'])\n",
     "print('Rerun Job:')\n",
-    "print(rerun_job)\n",
-    "\n",
-    "##\n",
-    "## TODO: need a way to wait unitl the job is running before get the logs\n",
-    "##\n",
-    "import time\n",
-    "ph.jobs.wait(rerun_job['id'], timeout=10)\n",
+    "print(rerun_job)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "76537ec3",
+   "metadata": {},
+   "source": [
+    "### cancel: cancel a job by id"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "223a9df5",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# import time\n",
+    "# ph.jobs.wait(rerun_job['id'], timeout=10)\n",
     "\n",
     "# Cancel the job\n",
     "cancel_job = ph.jobs.cancel(rerun_job['id'])\n",
@@ -213,17 +297,17 @@
   },
   {
    "cell_type": "markdown",
-   "id": "fb8075ef",
+   "id": "08d02dd7",
    "metadata": {},
    "source": [
-    "### Job Artifacts\n",
-    "more information: https://docs.primehub.io/docs/job-artifact-feature"
+    "### Job Artifacts: List and download\n",
+    "more information: https://docs-v4.primehub.io/user-guide/jobs-recurring-jobs/job-artifacts"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "12c7d57d",
+   "id": "34656d8e",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -243,7 +327,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "4188c445",
+   "id": "89e72220",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -254,7 +338,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "4715b7bf",
+   "id": "edc1da2c",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -266,7 +350,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "918d7233",
+   "id": "97e77a58",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -278,7 +362,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -292,7 +376,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.10"
+   "version": "3.7.12"
   }
  },
  "nbformat": 4,
diff --git a/docs/notebook/recurring-jobs.ipynb b/docs/notebook/user-portal/03-2-recurring-jobs.ipynb
similarity index 66%
rename from docs/notebook/recurring-jobs.ipynb
rename to docs/notebook/user-portal/03-2-recurring-jobs.ipynb
index 9601dd86..34c9f364 100644
--- a/docs/notebook/recurring-jobs.ipynb
+++ b/docs/notebook/user-portal/03-2-recurring-jobs.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "f65cec1f",
+   "id": "77691722",
    "metadata": {},
    "source": [
     "# RecurringJobs command\n",
@@ -20,7 +20,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "500f0bcf",
+   "id": "d8a41b52",
    "metadata": {},
    "source": [
     "## Setup PrimeHub Python SDK\n"
@@ -29,7 +29,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "1b11685e",
+   "id": "7e9f851e",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -42,82 +42,54 @@
     "    print(\"PrimeHub Python SDK couldn't get the group information, follow the 00-getting-started.ipynb to complete it\")"
    ]
   },
-  {
-   "cell_type": "markdown",
-   "id": "85a6c027",
-   "metadata": {},
-   "source": [
-    "## Help documentation"
-   ]
-  },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "660d7c60",
+   "id": "3f695331",
    "metadata": {},
    "outputs": [],
    "source": [
-    "help(ph.recurring_jobs)"
+    "ph.config.set_group('InfuseAI')"
    ]
   },
   {
    "cell_type": "markdown",
-   "id": "77cc00ee",
+   "id": "aa7156e4",
    "metadata": {},
    "source": [
-    "## Examples"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "45bfcd08",
-   "metadata": {},
-   "source": [
-    "### Get detail information of recurring jobs"
+    "## Help documentation"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "36ab06e9",
+   "id": "cd8716c6",
    "metadata": {},
    "outputs": [],
    "source": [
-    "# List all jobs or with page number\n",
-    "all_recurring_jobs = ph.recurring_jobs.list()\n",
-    "recurring_job_page_1 = ph.recurring_jobs.list(page = 1)\n",
-    "\n",
-    "all_recurring_jobs = list(all_recurring_jobs)\n",
-    "recurring_job_page_1 = list(recurring_job_page_1)\n",
-    "print(\"Number of all jobs:\", len(all_recurring_jobs))\n",
-    "print(\"Number of jobs at page 1:\", len(recurring_job_page_1))"
+    "help(ph.recurring_jobs)"
    ]
   },
   {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "8e3e4380",
+   "cell_type": "markdown",
+   "id": "4eba8887",
    "metadata": {},
-   "outputs": [],
    "source": [
-    "# Get detail information by id\n",
-    "# ph.recurring_jobs.get(id='<recurring_job_id>')\n",
-    "\n",
-    "ph.recurring_jobs.get(id=all_recurring_jobs[0]['id'])\n"
+    "## Examples"
    ]
   },
   {
    "cell_type": "markdown",
-   "id": "e8ab61f1",
+   "id": "436a87e0",
    "metadata": {},
    "source": [
-    "### Create, Update, and Delete Recurring Jobs"
+    "### create: create a recurring job"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "6e51432e",
+   "id": "240e930d",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -133,14 +105,22 @@
     "    }\n",
     "}\n",
     "\n",
-    "recurring_job = ph.recurring_jobs.create(config)\n",
+    "recurring_job_submit = ph.recurring_jobs.create(config)\n",
     "print(recurring_job)"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "c9af9f94",
+   "metadata": {},
+   "source": [
+    "### update: update a recurring job"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "8fb60dec",
+   "id": "6e714d85",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -151,25 +131,90 @@
     "        \"cron\":\"0 2 * * *\"\n",
     "    }\n",
     "}\n",
-    "recurring_job = ph.recurring_jobs.update(recurring_job['id'], config)\n",
-    "print(recurring_job)"
+    "recurring_job_submit = ph.recurring_jobs.update(recurring_job_submit['id'], config)\n",
+    "print(recurring_job_submit)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "051ea78f",
+   "metadata": {},
+   "source": [
+    "### list: list all recurring jobs"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "69afd847",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# List all recurring jobs\n",
+    "all_recurring_jobs = ph.recurring_jobs.list()\n",
+    "\n",
+    "for recurring_job in all_recurring_jobs:\n",
+    "    print(recurring_job)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "615d2cd7",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# List the recurring jobs in page 1\n",
+    "\n",
+    "recurring_job_page_1 = ph.recurring_jobs.list(page = 1)\n",
+    "\n",
+    "for recurring_job in recurring_job_page_1:\n",
+    "    print(recurring_job)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "3c94517e",
+   "metadata": {},
+   "source": [
+    "### get: get a recurring job information by id"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "997305e9",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Get detail information by id\n",
+    "# ph.recurring_jobs.get(id='<recurring_job_id>')\n",
+    "ph.recurring_jobs.get(id=recurring_job_submit['id'])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "8385a6b9",
+   "metadata": {},
+   "source": [
+    "### delete: delete a recurring job"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "483be712",
+   "id": "b543afbf",
    "metadata": {},
    "outputs": [],
    "source": [
     "# Delete a recurring_job by id\n",
-    "ph.recurring_jobs.delete(recurring_job['id'])"
+    "ph.recurring_jobs.delete(recurring_job_submit['id'])"
    ]
   }
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -183,7 +228,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.10"
+   "version": "3.7.12"
   }
  },
  "nbformat": 4,
diff --git a/docs/notebook/user-portal/04-models.ipynb b/docs/notebook/user-portal/04-models.ipynb
new file mode 100644
index 00000000..b0a3f5b3
--- /dev/null
+++ b/docs/notebook/user-portal/04-models.ipynb
@@ -0,0 +1,375 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "9c8e2ef1",
+   "metadata": {},
+   "source": [
+    "# Models command\n",
+    "\n",
+    "### Introduction\n",
+    "\n",
+    "The `models` command can manage models in the current group.\n",
+    "\n",
+    "\n",
+    "* deploy: Deploy the model version to the speific deployment\n",
+    "* get: Get the model\n",
+    "* get-version: Get a version of the model\n",
+    "* list: List models\n",
+    "* list-versions: List versions of the model"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "06bfb770",
+   "metadata": {},
+   "source": [
+    "## Setup PrimeHub Python SDK\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "141a5d41",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from primehub import PrimeHub, PrimeHubConfig\n",
+    "ph = PrimeHub(PrimeHubConfig())\n",
+    "\n",
+    "if ph.is_ready():\n",
+    "    print(\"PrimeHub Python SDK setup successfully\")\n",
+    "else:\n",
+    "    print(\"PrimeHub Python SDK couldn't get the group information, follow the 00-getting-started.ipynb to complete it\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "8f921b8d",
+   "metadata": {},
+   "source": [
+    "## Help documentation"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "13e7149a",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "help(ph.models)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "8329e793",
+   "metadata": {},
+   "source": [
+    "## Examples"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "ee8fb3f4",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "bc0fa5e3",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Please change the mlflow experence name\n",
+    "MLFLOW_EXPERIENCE_NAME = '<mlflow-experience-name>'"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "b63eb412",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Please change the register model name\n",
+    "REGISTER_MODEL_NAME = '<register-model-name>'"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "895c0fed",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Please change the register model folder name\n",
+    "REGISTER_MODEL_FOLDER = '<register-model-folder>'"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "2b2f098a",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Please change the register version tag\n",
+    "VERSION_TAG = '1'"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "24ebfdb6",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Please change the Primehub deployment id for model deploy\n",
+    "DEPLOYMENT_ID = '<deployment-id>'"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "289cea8b",
+   "metadata": {},
+   "source": [
+    "### List MLFlow Experiments runs"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "0afc7694",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "list_runs = ph.models.list_runs(MLFLOW_EXPERIENCE_NAME)\n",
+    "\n",
+    "df = pd.DataFrame(list_runs)\n",
+    "df.head()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "8c8a9c24",
+   "metadata": {},
+   "source": [
+    "### List artifacts by run id"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "7d7bfa33",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Note: df['runId'][0] means the latest run id.\n",
+    "latest_run_id = df['runId'][0]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "31b3b5e3",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df_artifacts = pd.DataFrame(ph.models.list_artifacts(latest_run_id))\n",
+    "df_artifacts"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "56914969",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df_artifacts = pd.DataFrame(ph.models.list_artifacts(latest_run_id, path=REGISTER_MODEL_FOLDER))\n",
+    "df_artifacts"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "d627e4a7",
+   "metadata": {},
+   "source": [
+    "### Register model\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "10bbfa14",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "ph.models.register(REGISTER_MODEL_NAME, latest_run_id, REGISTER_MODEL_FOLDER)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a5847dbd",
+   "metadata": {},
+   "source": [
+    "### List the created model"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "bc53ca01",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# List all models\n",
+    "models = ph.models.list()\n",
+    "pd.DataFrame(models)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "id": "3d46ac6b",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>name</th>\n",
+       "      <th>version</th>\n",
+       "      <th>creationTimestamp</th>\n",
+       "      <th>lastUpdatedTimestamp</th>\n",
+       "      <th>source</th>\n",
+       "      <th>deployedBy</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>screw-detection-model</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2023-03-30 10:41:55</td>\n",
+       "      <td>2023-03-30 10:41:55</td>\n",
+       "      <td>/project/infuseai/phapplications/mlflow-4jjdy/...</td>\n",
+       "      <td>[]</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                    name version   creationTimestamp lastUpdatedTimestamp  \\\n",
+       "0  screw-detection-model       1 2023-03-30 10:41:55  2023-03-30 10:41:55   \n",
+       "\n",
+       "                                              source deployedBy  \n",
+       "0  /project/infuseai/phapplications/mlflow-4jjdy/...         []  "
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# List model version content\n",
+    "pd.DataFrame(ph.models.list_versions(REGISTER_MODEL_NAME))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "ce9951a8",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "ph.models.get_version(REGISTER_MODEL_NAME, VERSION_TAG)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "45f22a98",
+   "metadata": {},
+   "source": [
+    "### Get detail information of models"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "6388445e",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Get detail information by model name\n",
+    "ph.models.get(REGISTER_MODEL_NAME)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "4a809989",
+   "metadata": {},
+   "source": [
+    "### Deploy a model to existing deployments"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "1609d47d",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Deploy the model with specific version \n",
+    "ph.models.deploy(REGISTER_MODEL_NAME, VERSION_TAG, DEPLOYMENT_ID)"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.7.12"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/docs/notebook/deployments.ipynb b/docs/notebook/user-portal/05-deployments.ipynb
similarity index 89%
rename from docs/notebook/deployments.ipynb
rename to docs/notebook/user-portal/05-deployments.ipynb
index 7c5c2e17..3e15565e 100644
--- a/docs/notebook/deployments.ipynb
+++ b/docs/notebook/user-portal/05-deployments.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "ee9de151",
+   "id": "a4a76d9e",
    "metadata": {},
    "source": [
     "# Deployments command\n",
@@ -25,7 +25,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "ec110dfc",
+   "id": "5fce5c26",
    "metadata": {},
    "source": [
     "## Setup PrimeHub Python SDK\n"
@@ -34,7 +34,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "582cf4cf",
+   "id": "377307ae",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -49,7 +49,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "c1e305c3",
+   "id": "217bd200",
    "metadata": {},
    "source": [
     "## Help documentation"
@@ -58,7 +58,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "ea3abe15",
+   "id": "91d2d326",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -67,7 +67,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "1a1ff9ad",
+   "id": "6ee4ba07",
    "metadata": {},
    "source": [
     "## Examples\n",
@@ -110,7 +110,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "aad2b7f0",
+   "id": "82be5c0e",
    "metadata": {},
    "source": [
     "### Get detail information of deployments"
@@ -119,18 +119,28 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "394482dc",
+   "id": "b506bcfd",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "c360bc73",
    "metadata": {},
    "outputs": [],
    "source": [
     "# List all deployments\n",
-    "ph.deployments.list()"
+    "pd.DataFrame(ph.deployments.list())"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "be35a6d4",
+   "id": "d79fbfe2",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -138,9 +148,20 @@
     "ph.deployments.get('<deployment_id>')"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "3bf20745",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Get detail information by id\n",
+    "ph.deployments.get_history('<deployment_id>')"
+   ]
+  },
   {
    "cell_type": "markdown",
-   "id": "d3805adc",
+   "id": "f945a6d0",
    "metadata": {},
    "source": [
     "### Create, update, and delete deployments"
@@ -149,7 +170,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "d4f8b107",
+   "id": "dd181cd1",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -170,7 +191,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "8b3eff75",
+   "id": "56393318",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -185,7 +206,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "31b19ea2",
+   "id": "eb9a0491",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -195,7 +216,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "072d0ab8",
+   "id": "e1661ab4",
    "metadata": {},
    "source": [
     "### Start, stop, and wait deployments"
@@ -204,7 +225,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "c420dfb2",
+   "id": "f133b3c4",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -215,7 +236,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "1d99431b",
+   "id": "a0133e57",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -226,7 +247,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "f780e2fe",
+   "id": "843cde39",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -239,7 +260,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "ff7211e0",
+   "id": "b116d3f2",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -249,7 +270,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "c66ef1a1",
+   "id": "a294ac50",
    "metadata": {},
    "source": [
     "### Get deployment logs"
@@ -258,7 +279,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "c6e0a818",
+   "id": "2be80bcb",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -272,7 +293,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "65b85bf7",
+   "id": "6cd5b889",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -286,7 +307,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "e2cd18d8",
+   "id": "90ac98a5",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -314,7 +335,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.6"
+   "version": "3.7.12"
   }
  },
  "nbformat": 4,
diff --git a/docs/notebook/files.ipynb b/docs/notebook/user-portal/06-shared-files.ipynb
similarity index 83%
rename from docs/notebook/files.ipynb
rename to docs/notebook/user-portal/06-shared-files.ipynb
index 16745824..f45b582d 100644
--- a/docs/notebook/files.ipynb
+++ b/docs/notebook/user-portal/06-shared-files.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "81faa403",
+   "id": "f976ff4f",
    "metadata": {},
    "source": [
     "# Files command\n",
@@ -19,7 +19,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "17fe5031",
+   "id": "38a549d6",
    "metadata": {},
    "source": [
     "## Setup PrimeHub Python SDK\n"
@@ -28,7 +28,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "d096d6e9",
+   "id": "79c79d04",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -43,7 +43,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "1e6f600f",
+   "id": "79358abe",
    "metadata": {},
    "source": [
     "## Help documentation"
@@ -52,7 +52,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "c0c4858d",
+   "id": "41d387cb",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -61,7 +61,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "6d67de85",
+   "id": "0ee3f1f8",
    "metadata": {},
    "source": [
     "## Examples"
@@ -69,7 +69,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "20a4a878",
+   "id": "b75ebe2b",
    "metadata": {},
    "source": [
     "### List files and folders in a path\n",
@@ -82,18 +82,28 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "a631005f",
+   "id": "a2274180",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "a257b817",
    "metadata": {},
    "outputs": [],
    "source": [
     "# List files and folders in a path\n",
     "files = ph.files.list('/')\n",
-    "print(files)"
+    "pd.DataFrame(files)"
    ]
   },
   {
    "cell_type": "markdown",
-   "id": "8c2ffb2a",
+   "id": "de550c74",
    "metadata": {},
    "source": [
     "### Upload a file or directory \n",
@@ -107,7 +117,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "13d0be70",
+   "id": "7e7d6f71",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -128,7 +138,25 @@
   },
   {
    "cell_type": "markdown",
-   "id": "81049e29",
+   "id": "d658f7ac",
+   "metadata": {},
+   "source": [
+    "### Get the phfs file path"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "58a4234c",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "ph.files.get_phfs_uri('<folder_path>')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "0b9a2be8",
    "metadata": {},
    "source": [
     "### Download a file or a directory\n",
@@ -139,7 +167,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "bff42f30",
+   "id": "0bc61788",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -151,7 +179,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "5d1e97f4",
+   "id": "c09425b1",
    "metadata": {},
    "source": [
     "### Delete a file or a directory\n",
@@ -162,7 +190,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "074a267c",
+   "id": "9aebda72",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -184,7 +212,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -198,7 +226,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.5"
+   "version": "3.7.12"
   }
  },
  "nbformat": 4,
diff --git a/docs/notebook/datasets.ipynb b/docs/notebook/user-portal/07-datasets.ipynb
similarity index 93%
rename from docs/notebook/datasets.ipynb
rename to docs/notebook/user-portal/07-datasets.ipynb
index 9b20612c..24409940 100644
--- a/docs/notebook/datasets.ipynb
+++ b/docs/notebook/user-portal/07-datasets.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "81faa403",
+   "id": "c7f78123",
    "metadata": {},
    "source": [
     "# PrimeHub Datasets\n",
@@ -14,7 +14,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "17fe5031",
+   "id": "e50096c8",
    "metadata": {},
    "source": [
     "## Setup PrimeHub Python SDK\n"
@@ -23,7 +23,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "d096d6e9",
+   "id": "cdf4e091",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -38,7 +38,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "1e6f600f",
+   "id": "9131bc63",
    "metadata": {},
    "source": [
     "## Help documentation"
@@ -47,7 +47,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "c0c4858d",
+   "id": "e8a4beb6",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -56,7 +56,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "874146fb",
+   "id": "39ad3dcb",
    "metadata": {},
    "source": [
     "## Datasets management\n",
@@ -105,7 +105,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "6d67de85",
+   "id": "baf09118",
    "metadata": {},
    "source": [
     "## Examples"
@@ -113,7 +113,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "20a4a878",
+   "id": "10682bb1",
    "metadata": {},
    "source": [
     "### Create a datasets\n",
@@ -124,7 +124,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "a631005f",
+   "id": "dbf67072",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -138,7 +138,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "934556de",
+   "id": "885cd057",
    "metadata": {},
    "source": [
     "### List datasets or get the dataset\n",
@@ -148,7 +148,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "227e26ba",
+   "id": "b69b625a",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -164,7 +164,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "8c2ffb2a",
+   "id": "24207bae",
    "metadata": {},
    "source": [
     "### Update a dataset\n",
@@ -175,7 +175,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "13d0be70",
+   "id": "16d02076",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -188,28 +188,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "ddaeda83",
-   "metadata": {},
-   "source": [
-    "### Delete a dataset\n",
-    "\n",
-    "With `delete`, we could delete the whole dataset with its files."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "bdf1fb6a",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "result = ph.datasets.delete(dataset['name'])\n",
-    "print(result)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "81049e29",
+   "id": "2dc043a3",
    "metadata": {},
    "source": [
     "### Upload files to the dataset with given path\n",
@@ -222,7 +201,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "bff42f30",
+   "id": "58491dd4",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -239,7 +218,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "bc737d79",
+   "id": "5c69be13",
    "metadata": {},
    "source": [
     "### List files of the dataset with given path\n",
@@ -251,7 +230,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "5bdb7589",
+   "id": "5b8a5218",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -265,7 +244,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "9faefaa0",
+   "id": "d45b277e",
    "metadata": {},
    "source": [
     "### Download files from the dataset with given path\n",
@@ -275,7 +254,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "9cb329d9",
+   "id": "1f15041b",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -285,7 +264,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "e6796ee0",
+   "id": "65d6e4ad",
    "metadata": {},
    "source": [
     "### Delete a single file or a specific directory from the dataset with given path\n",
@@ -295,7 +274,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "94580374",
+   "id": "d2708df0",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -310,11 +289,32 @@
     "files = ph.datasets.files_list('test-dataset', '/')\n",
     "print(files)    # empty"
    ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "46d97c8a",
+   "metadata": {},
+   "source": [
+    "### Delete a dataset\n",
+    "\n",
+    "With `delete`, we could delete the whole dataset with its files."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "7bf6ec07",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "result = ph.datasets.delete(dataset['name'])\n",
+    "print(result)"
+   ]
   }
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -328,7 +328,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.7"
+   "version": "3.7.12"
   }
  },
  "nbformat": 4,
diff --git a/docs/notebook/apps.ipynb b/docs/notebook/user-portal/08-1-apps.ipynb
similarity index 73%
rename from docs/notebook/apps.ipynb
rename to docs/notebook/user-portal/08-1-apps.ipynb
index 2c942f2d..5b225a05 100644
--- a/docs/notebook/apps.ipynb
+++ b/docs/notebook/user-portal/08-1-apps.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "c21ec6cb",
+   "id": "01d701c2",
    "metadata": {},
    "source": [
     "# Apps command\n",
@@ -22,7 +22,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "65d28291",
+   "id": "4e53afd5",
    "metadata": {},
    "source": [
     "## Setup PrimeHub Python SDK\n"
@@ -31,7 +31,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "41ab0564",
+   "id": "3c26a109",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -46,7 +46,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "4495f6db",
+   "id": "2df0b154",
    "metadata": {},
    "source": [
     "## Help documentation"
@@ -55,7 +55,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "22303d24",
+   "id": "387cd023",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -64,7 +64,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "97735451",
+   "id": "d1f12e60",
    "metadata": {},
    "source": [
     "## Examples\n",
@@ -103,75 +103,84 @@
   },
   {
    "cell_type": "markdown",
-   "id": "4d26b524",
+   "id": "3c58ab8e",
    "metadata": {},
    "source": [
-    "### List apps"
+    "### create: Install an application"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "22e1502d",
+   "id": "c4464734",
    "metadata": {},
    "outputs": [],
    "source": [
-    "apps = ph.apps.list()\n",
-    "print(f'Number of apps: {len(list(apps))}')"
+    "# create an application\n",
+    "import uuid\n",
+    "random_id = uuid.uuid4().hex[:5]\n",
+    "\n",
+    "config = {\n",
+    "  \"templateId\": \"code-server\",\n",
+    "  \"id\": f\"code-server-{random_id}\",\n",
+    "  \"displayName\": f\"my-code-server-{random_id}\",\n",
+    "  \"env\": [\n",
+    "    {\n",
+    "      \"name\": \"key1\",\n",
+    "      \"value\": \"value1\"\n",
+    "    }\n",
+    "  ],\n",
+    "  \"instanceType\": \"cpu-1\",\n",
+    "  \"scope\": \"primehub\"\n",
+    "}\n",
+    "result = ph.apps.create(config)\n",
+    "app = result['id']\n",
+    "print(result)\n"
    ]
   },
   {
    "cell_type": "markdown",
-   "id": "e4dee3c3",
+   "id": "1b2ca98c",
    "metadata": {},
    "source": [
-    "### operate an app"
+    "### list: List PrimeHub Applications"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "995ab764",
+   "id": "4a22b0f9",
    "metadata": {},
    "outputs": [],
    "source": [
-    "# see the configuration example with `create`\n",
-    "!primehub apps create"
+    "apps = ph.apps.list()\n",
+    "print(f'Number of apps: {len(list(apps))}')"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "8930a390",
+   "id": "61a97518",
    "metadata": {},
    "outputs": [],
    "source": [
-    "# create an application\n",
-    "import uuid\n",
-    "random_id = uuid.uuid4().hex[:5]\n",
-    "\n",
-    "config = {\n",
-    "  \"templateId\": \"code-server\",\n",
-    "  \"id\": f\"code-server-{random_id}\",\n",
-    "  \"displayName\": f\"my-code-server-{random_id}\",\n",
-    "  \"env\": [\n",
-    "    {\n",
-    "      \"name\": \"key1\",\n",
-    "      \"value\": \"value1\"\n",
-    "    }\n",
-    "  ],\n",
-    "  \"instanceType\": \"cpu-1\",\n",
-    "  \"scope\": \"primehub\"\n",
-    "}\n",
-    "result = ph.apps.create(config)\n",
-    "app = result['id']\n",
-    "print(result)\n"
+    "import pandas as pd\n",
+    "apps = ph.apps.list()\n",
+    "pd.DataFrame(apps)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "7d9f994c",
+   "metadata": {},
+   "source": [
+    "#### Note: Remove appIcon because the appIcon value is too long.\n"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "e82e45fa",
+   "id": "4ac19bf6",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -181,39 +190,77 @@
     "    return result"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "4f86f6d8",
+   "metadata": {},
+   "source": [
+    "### get: Get one PrimeHub Application Information"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "f3b94a7a",
+   "id": "872ea6d3",
    "metadata": {},
    "outputs": [],
    "source": [
-    "# show app icon\n",
     "result = ph.apps.get(app)\n",
+    "result_without_icon(result)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "1e7463ab",
+   "metadata": {},
+   "source": [
+    "### update: Update an application"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "b60fb125",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "config = {'scope': 'public'}\n",
     "\n",
-    "from IPython import display\n",
-    "from base64 import b64decode\n",
-    "\n",
-    "icon_data = result['appIcon']\n",
-    "icon_data = icon_data[len('data:image/png;base64,'):]\n",
-    "display.Image(b64decode(icon_data))"
+    "ph.apps.update(app, config)\n",
+    "result = ph.apps.get(app)\n",
+    "result_without_icon(result)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "c0adeda6",
+   "metadata": {},
+   "source": [
+    "### logs: Get logs of the PrimeHub Application by id"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "aa0472c2",
+   "id": "e70f4bea",
    "metadata": {},
    "outputs": [],
    "source": [
-    "# get the application\n",
-    "result_without_icon(ph.apps.get(app))"
+    "result_without_icon(ph.apps.logs(app))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "9460e1c1",
+   "metadata": {},
+   "source": [
+    "### stop: Stop the PrimeHub Application"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "74724d03",
+   "id": "370fa3be",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -221,42 +268,50 @@
     "result_without_icon(ph.apps.stop(app))"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "70211c6f",
+   "metadata": {},
+   "source": [
+    "### start: Start the PrimeHub Application"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "ed53abb0",
+   "id": "599a26ed",
    "metadata": {},
    "outputs": [],
    "source": [
-    "# start the application\n",
+    "# stop the application\n",
     "result_without_icon(ph.apps.start(app))"
    ]
   },
   {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "0bc9f4e5",
+   "cell_type": "markdown",
+   "id": "2cc996cc",
    "metadata": {},
-   "outputs": [],
    "source": [
-    "# delete the application\n",
-    "result_without_icon(ph.apps.delete(app))"
+    "### delete: Stop the PrimeHub Application"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "8ef60389",
+   "id": "73bf1eef",
    "metadata": {},
    "outputs": [],
-   "source": []
+   "source": [
+    "# delete the application\n",
+    "result_without_icon(ph.apps.delete(app))"
+   ]
   }
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "PrimeHub SDK",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
-   "name": "myenv"
+   "name": "python3"
   },
   "language_info": {
    "codemirror_mode": {
@@ -268,7 +323,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.6"
+   "version": "3.7.12"
   }
  },
  "nbformat": 4,
diff --git a/docs/notebook/apptemplates.ipynb b/docs/notebook/user-portal/08-2-apptemplates.ipynb
similarity index 81%
rename from docs/notebook/apptemplates.ipynb
rename to docs/notebook/user-portal/08-2-apptemplates.ipynb
index 1506ea5e..e67635f8 100644
--- a/docs/notebook/apptemplates.ipynb
+++ b/docs/notebook/user-portal/08-2-apptemplates.ipynb
@@ -2,6 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
+   "id": "2f2e22c0",
    "metadata": {},
    "source": [
     "# Apptemplates command\n",
@@ -16,6 +17,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "f777a31b",
    "metadata": {},
    "source": [
     "## Setup PrimeHub Python SDK\n"
@@ -24,6 +26,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "b02264cf",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -38,6 +41,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "d4a29fa1",
    "metadata": {},
    "source": [
     "## Help documentation"
@@ -46,6 +50,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "136c920d",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -54,6 +59,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "cce0f7dd",
    "metadata": {},
    "source": [
     "## Examples"
@@ -61,6 +67,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "d321a828",
    "metadata": {},
    "source": [
     "### List PhApp templates"
@@ -69,6 +76,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "915be906",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -77,8 +85,20 @@
     "    print(f'id: {template[\"id\"]}\\ndescription: {template[\"description\"]}\\n')\n"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "b6b06402",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "pd.DataFrame(ph.apptemplates.list())"
+   ]
+  },
   {
    "cell_type": "markdown",
+   "id": "2fb2e7aa",
    "metadata": {},
    "source": [
     "### Get a template by id"
@@ -87,6 +107,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "2586930a",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -96,9 +117,9 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "PrimeHub SDK",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
-   "name": "myenv"
+   "name": "python3"
   },
   "language_info": {
    "codemirror_mode": {
@@ -110,7 +131,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.6"
+   "version": "3.7.12"
   }
  },
  "nbformat": 4,
diff --git a/docs/notebook/images.ipynb b/docs/notebook/user-portal/09-images.ipynb
similarity index 80%
rename from docs/notebook/images.ipynb
rename to docs/notebook/user-portal/09-images.ipynb
index 453a3776..d7e84ede 100644
--- a/docs/notebook/images.ipynb
+++ b/docs/notebook/user-portal/09-images.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "71088394",
+   "id": "4e5ec511",
    "metadata": {},
    "source": [
     "# Images command\n",
@@ -13,7 +13,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "40b1d75f",
+   "id": "c4d616d4",
    "metadata": {},
    "source": [
     "## Setup PrimeHub Python SDK\n"
@@ -22,7 +22,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "d9e72f69",
+   "id": "ab45708f",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -37,7 +37,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "6b484dbc",
+   "id": "140cbcbb",
    "metadata": {},
    "source": [
     "## Help documentation"
@@ -46,7 +46,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "c05ba53f",
+   "id": "79ff8f59",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -55,7 +55,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "fb755a49",
+   "id": "89eda888",
    "metadata": {},
    "source": [
     "## Examples"
@@ -64,7 +64,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "a963cad4",
+   "id": "55346ee8",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -75,7 +75,18 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "ba7d2f80",
+   "id": "6e661f85",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "pd.DataFrame(ph.images.list())"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "1e85a889",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -86,7 +97,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -100,7 +111,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.10"
+   "version": "3.7.12"
   }
  },
  "nbformat": 4,
diff --git a/docs/notebook/user-portal/10-groups.ipynb b/docs/notebook/user-portal/10-groups.ipynb
new file mode 100644
index 00000000..3f0f53b5
--- /dev/null
+++ b/docs/notebook/user-portal/10-groups.ipynb
@@ -0,0 +1,332 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "642b70c5",
+   "metadata": {},
+   "source": [
+    "# Groups command\n",
+    "\n",
+    "### Introduction\n",
+    "\n",
+    "Groups command can show the available groups for your account.\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "1b2805e2",
+   "metadata": {},
+   "source": [
+    "## Setup PrimeHub Python SDK\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "3d0faae9",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from primehub import PrimeHub, PrimeHubConfig\n",
+    "ph = PrimeHub(PrimeHubConfig())\n",
+    "\n",
+    "if ph.is_ready():\n",
+    "    print(\"PrimeHub Python SDK setup successfully\")\n",
+    "else:\n",
+    "    print(\"PrimeHub Python SDK couldn't get the group information, follow the 00-getting-started.ipynb to complete it\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "66831901",
+   "metadata": {},
+   "source": [
+    "## Help documentation"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "cca09429",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "help(ph.groups)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "53b4e32f",
+   "metadata": {},
+   "source": [
+    "## Examples"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a86d1bcf",
+   "metadata": {},
+   "source": [
+    "### Group Information"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "81ba2c23",
+   "metadata": {},
+   "source": [
+    "#### Get Group Information"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "6e1721bf",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Get a group\n",
+    "group_info = ph.groups.get(ph.me.group_name)\n",
+    "group_info"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "7b427a51",
+   "metadata": {},
+   "source": [
+    "#### List Group Information"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "7de8f8fe",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "user_df = pd.DataFrame(ph.admin.users.list())\n",
+    "user_df.head()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "b61ce606",
+   "metadata": {},
+   "source": [
+    "### Group Member Setting"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "8be8a90b",
+   "metadata": {},
+   "source": [
+    "#### Filter the specific user"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "d220d0dc",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Need to change the specific username.\n",
+    "USERNAME = \"<username>\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "78af6ca4",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "user_df = pd.DataFrame(ph.admin.users.list())\n",
+    "user_df[user_df['username'] == USERNAME]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "741fcd83",
+   "metadata": {},
+   "source": [
+    "#### Get User id"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "4686f979",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "user_id = list(user_df[user_df['username']==USERNAME][\"id\"])[0]\n",
+    "user_id"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "ffc782e3",
+   "metadata": {},
+   "source": [
+    "#### Add user into group"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "8a1eb4a5",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "ph.groups.add_user(group_info['id'], user_id)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "cb3d8527",
+   "metadata": {},
+   "source": [
+    "#### List the group member"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "4bba57e6",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "pd.DataFrame(ph.groups.list_users(group_info['id']))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "f0880791",
+   "metadata": {},
+   "source": [
+    "#### Remove the user from the group"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "228c667f",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "ph.groups.remove_user(group_info['id'], user_id)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "62ac6c04",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "pd.DataFrame(ph.groups.list_users(group_info['id']))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "df80d5d7",
+   "metadata": {},
+   "source": [
+    "### MLFlow Setting"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "140218a8",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "mlflow_config = {\n",
+    "  \"tracking_uri\": <mlflow_tracking_uri>,\n",
+    "  \"ui_uri\": <mlflow_ui_uri>\n",
+    "}"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "1a5285a3",
+   "metadata": {},
+   "source": [
+    "#### Set the mlflow configuration"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "47040891",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "ph.groups.set_mlflow(group_info['id'], mlflow_config)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "66c5d876",
+   "metadata": {},
+   "source": [
+    "#### Get the mlflow configuration"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "f49118e2",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "ph.groups.get_mlflow(group_info['id'])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "65315150",
+   "metadata": {},
+   "source": [
+    "#### Unset the mlflow configuration"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "e1065639",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "ph.groups.unset_mlflow(group_info['id'])"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.7.12"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}