{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "ff1e92a4-476d-4fa5-8b90-31ac8a0b2006",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Collecting pymilvus==2.5.3\n",
      "  Downloading pymilvus-2.5.3-py3-none-any.whl.metadata (5.7 kB)\n",
      "Requirement already satisfied: setuptools>69 in c:\\users\\sriram\\anaconda3.1\\lib\\site-packages (from pymilvus==2.5.3) (75.1.0)\n",
      "Requirement already satisfied: grpcio<=1.67.1,>=1.49.1 in c:\\users\\sriram\\anaconda3.1\\lib\\site-packages (from pymilvus==2.5.3) (1.67.1)\n",
      "Requirement already satisfied: protobuf>=3.20.0 in c:\\users\\sriram\\appdata\\roaming\\python\\python312\\site-packages (from pymilvus==2.5.3) (5.29.3)\n",
      "Requirement already satisfied: python-dotenv<2.0.0,>=1.0.1 in c:\\users\\sriram\\anaconda3.1\\lib\\site-packages (from pymilvus==2.5.3) (1.0.1)\n",
      "Requirement already satisfied: ujson>=2.0.0 in c:\\users\\sriram\\anaconda3.1\\lib\\site-packages (from pymilvus==2.5.3) (5.10.0)\n",
      "Requirement already satisfied: pandas>=1.2.4 in c:\\users\\sriram\\anaconda3.1\\lib\\site-packages (from pymilvus==2.5.3) (2.2.2)\n",
      "Requirement already satisfied: numpy>=1.26.0 in c:\\users\\sriram\\anaconda3.1\\lib\\site-packages (from pandas>=1.2.4->pymilvus==2.5.3) (1.26.4)\n",
      "Requirement already satisfied: python-dateutil>=2.8.2 in c:\\users\\sriram\\appdata\\roaming\\python\\python312\\site-packages (from pandas>=1.2.4->pymilvus==2.5.3) (2.9.0.post0)\n",
      "Requirement already satisfied: pytz>=2020.1 in c:\\users\\sriram\\anaconda3.1\\lib\\site-packages (from pandas>=1.2.4->pymilvus==2.5.3) (2024.1)\n",
      "Requirement already satisfied: tzdata>=2022.7 in c:\\users\\sriram\\anaconda3.1\\lib\\site-packages (from pandas>=1.2.4->pymilvus==2.5.3) (2023.3)\n",
      "Requirement already satisfied: six>=1.5 in c:\\users\\sriram\\appdata\\roaming\\python\\python312\\site-packages (from python-dateutil>=2.8.2->pandas>=1.2.4->pymilvus==2.5.3) (1.16.0)\n",
      "Downloading pymilvus-2.5.3-py3-none-any.whl (229 kB)\n",
      "Installing collected packages: pymilvus\n",
      "Successfully installed pymilvus-2.5.3\n",
      "Note: you may need to restart the kernel to use updated packages.\n"
     ]
    }
   ],
   "source": [
    "pip install pymilvus==2.5.3"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "4aba9063-74c7-451c-9c86-2d6ee2890b0b",
   "metadata": {},
   "outputs": [],
   "source": [
    "# pip install milvus==2.4.11"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "142f960f-a2b5-4ce8-99c4-0be24eebb472",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Python 3.12.7\n"
     ]
    }
   ],
   "source": [
    "!python --version"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "3d3e04e7-cb98-4785-8921-6ac4b3313995",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Note: you may need to restart the kernel to use updated packages.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING: Package(s) not found: milvus-lite\n"
     ]
    }
   ],
   "source": [
    "pip show milvus-lite"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "d97a7fd5-fcf1-4b52-889b-a50614c2f632",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Name: pymilvus\n",
      "Version: 2.5.3\n",
      "Summary: Python Sdk for Milvus\n",
      "Home-page: \n",
      "Author: \n",
      "Author-email: Milvus Team <milvus-team@zilliz.com>\n",
      "License: \n",
      "Location: C:\\Users\\sriram\\anaconda3.1\\Lib\\site-packages\n",
      "Requires: grpcio, pandas, protobuf, python-dotenv, setuptools, ujson\n",
      "Required-by: \n",
      "Note: you may need to restart the kernel to use updated packages.\n"
     ]
    }
   ],
   "source": [
    "pip show pymilvus"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "d1a2926c-7d31-4e04-b355-ab2004973adc",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Note: you may need to restart the kernel to use updated packages.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING: Package(s) not found: milvus-lite\n"
     ]
    }
   ],
   "source": [
    "pip show milvus-lite"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "ac3a7d25-4382-4a7c-93f1-cc84a2a13494",
   "metadata": {},
   "outputs": [],
   "source": [
    "# pip install pymilvus[local]\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "59068430-d4b5-49f0-9578-1d9c8e4f7bea",
   "metadata": {},
   "outputs": [],
   "source": [
    "from pymilvus import MilvusClient"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "e9fa138e-0a63-49de-ade5-08e91b92e701",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2025-02-27 20:16:47,460 [ERROR][_create_connection]: Failed to create new connection using: 4d43385b3134430fb871f0ab907f7f7a (milvus_client.py:918)\n"
     ]
    },
    {
     "ename": "ModuleNotFoundError",
     "evalue": "No module named 'milvus_lite'",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mModuleNotFoundError\u001b[0m                       Traceback (most recent call last)",
      "    \u001b[1;31m[... skipping hidden 1 frame]\u001b[0m\n",
      "Cell \u001b[1;32mIn[10], line 5\u001b[0m\n\u001b[0;32m      4\u001b[0m name \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mlaw_corpus.db\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m----> 5\u001b[0m client \u001b[38;5;241m=\u001b[39m \u001b[43mMilvusClient\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mlaw_corpus.db\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\n",
      "File \u001b[1;32m~\\anaconda3.1\\Lib\\site-packages\\pymilvus\\milvus_client\\milvus_client.py:66\u001b[0m, in \u001b[0;36mMilvusClient.__init__\u001b[1;34m(self, uri, user, password, db_name, token, timeout, **kwargs)\u001b[0m\n\u001b[0;32m     54\u001b[0m \u001b[38;5;250m\u001b[39m\u001b[38;5;124;03m\"\"\"A client for the common Milvus use case.\u001b[39;00m\n\u001b[0;32m     55\u001b[0m \n\u001b[0;32m     56\u001b[0m \u001b[38;5;124;03mThis client attempts to hide away the complexity of using Pymilvus. In a lot ofcases what\u001b[39;00m\n\u001b[1;32m   (...)\u001b[0m\n\u001b[0;32m     64\u001b[0m \u001b[38;5;124;03m        to None.\u001b[39;00m\n\u001b[0;32m     65\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m---> 66\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_using \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_create_connection\u001b[49m\u001b[43m(\u001b[49m\n\u001b[0;32m     67\u001b[0m \u001b[43m    \u001b[49m\u001b[43muri\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43muser\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mpassword\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdb_name\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtoken\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtimeout\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mtimeout\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\n\u001b[0;32m     68\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m     69\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mis_self_hosted \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mbool\u001b[39m(utility\u001b[38;5;241m.\u001b[39mget_server_type(using\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_using) \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmilvus\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n",
      "File \u001b[1;32m~\\anaconda3.1\\Lib\\site-packages\\pymilvus\\milvus_client\\milvus_client.py:919\u001b[0m, in \u001b[0;36mMilvusClient._create_connection\u001b[1;34m(self, uri, user, password, db_name, token, **kwargs)\u001b[0m\n\u001b[0;32m    918\u001b[0m     logger\u001b[38;5;241m.\u001b[39merror(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mFailed to create new connection using: \u001b[39m\u001b[38;5;132;01m%s\u001b[39;00m\u001b[38;5;124m\"\u001b[39m, using)\n\u001b[1;32m--> 919\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m ex \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mex\u001b[39;00m\n\u001b[0;32m    920\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n",
      "File \u001b[1;32m~\\anaconda3.1\\Lib\\site-packages\\pymilvus\\milvus_client\\milvus_client.py:916\u001b[0m, in \u001b[0;36mMilvusClient._create_connection\u001b[1;34m(self, uri, user, password, db_name, token, **kwargs)\u001b[0m\n\u001b[0;32m    915\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[1;32m--> 916\u001b[0m     \u001b[43mconnections\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mconnect\u001b[49m\u001b[43m(\u001b[49m\u001b[43musing\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43muser\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mpassword\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdb_name\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtoken\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43muri\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43muri\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m    917\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mException\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m ex:\n",
      "File \u001b[1;32m~\\anaconda3.1\\Lib\\site-packages\\pymilvus\\orm\\connections.py:388\u001b[0m, in \u001b[0;36mConnections.connect\u001b[1;34m(self, alias, user, password, db_name, token, _async, **kwargs)\u001b[0m\n\u001b[0;32m    384\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m ConnectionConfigException(\n\u001b[0;32m    385\u001b[0m         message\u001b[38;5;241m=\u001b[39m\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mOpen local milvus failed, dir: \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mparent_path\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m not exists\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m    386\u001b[0m     )\n\u001b[1;32m--> 388\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mmilvus_lite\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mserver_manager\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m (\n\u001b[0;32m    389\u001b[0m     server_manager_instance,\n\u001b[0;32m    390\u001b[0m )\n\u001b[0;32m    392\u001b[0m local_uri \u001b[38;5;241m=\u001b[39m server_manager_instance\u001b[38;5;241m.\u001b[39mstart_and_get_uri(kwargs[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124muri\u001b[39m\u001b[38;5;124m\"\u001b[39m])\n",
      "\u001b[1;31mModuleNotFoundError\u001b[0m: No module named 'milvus_lite'",
      "\nThe above exception was the direct cause of the following exception:\n",
      "\u001b[1;31mModuleNotFoundError\u001b[0m                       Traceback (most recent call last)",
      "    \u001b[1;31m[... skipping hidden 1 frame]\u001b[0m\n",
      "Cell \u001b[1;32mIn[10], line 5\u001b[0m\n\u001b[0;32m      4\u001b[0m name \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mlaw_corpus.db\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m----> 5\u001b[0m client \u001b[38;5;241m=\u001b[39m \u001b[43mMilvusClient\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mlaw_corpus.db\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\n",
      "File \u001b[1;32m~\\anaconda3.1\\Lib\\site-packages\\pymilvus\\milvus_client\\milvus_client.py:66\u001b[0m, in \u001b[0;36mMilvusClient.__init__\u001b[1;34m(self, uri, user, password, db_name, token, timeout, **kwargs)\u001b[0m\n\u001b[0;32m     54\u001b[0m \u001b[38;5;250m\u001b[39m\u001b[38;5;124;03m\"\"\"A client for the common Milvus use case.\u001b[39;00m\n\u001b[0;32m     55\u001b[0m \n\u001b[0;32m     56\u001b[0m \u001b[38;5;124;03mThis client attempts to hide away the complexity of using Pymilvus. In a lot ofcases what\u001b[39;00m\n\u001b[1;32m   (...)\u001b[0m\n\u001b[0;32m     64\u001b[0m \u001b[38;5;124;03m        to None.\u001b[39;00m\n\u001b[0;32m     65\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m---> 66\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_using \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_create_connection\u001b[49m\u001b[43m(\u001b[49m\n\u001b[0;32m     67\u001b[0m \u001b[43m    \u001b[49m\u001b[43muri\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43muser\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mpassword\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdb_name\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtoken\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtimeout\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mtimeout\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\n\u001b[0;32m     68\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m     69\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mis_self_hosted \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mbool\u001b[39m(utility\u001b[38;5;241m.\u001b[39mget_server_type(using\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_using) \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmilvus\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n",
      "File \u001b[1;32m~\\anaconda3.1\\Lib\\site-packages\\pymilvus\\milvus_client\\milvus_client.py:919\u001b[0m, in \u001b[0;36mMilvusClient._create_connection\u001b[1;34m(self, uri, user, password, db_name, token, **kwargs)\u001b[0m\n\u001b[0;32m    918\u001b[0m     logger\u001b[38;5;241m.\u001b[39merror(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mFailed to create new connection using: \u001b[39m\u001b[38;5;132;01m%s\u001b[39;00m\u001b[38;5;124m\"\u001b[39m, using)\n\u001b[1;32m--> 919\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m ex \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mex\u001b[39;00m\n\u001b[0;32m    920\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n",
      "File \u001b[1;32m~\\anaconda3.1\\Lib\\site-packages\\pymilvus\\milvus_client\\milvus_client.py:916\u001b[0m, in \u001b[0;36mMilvusClient._create_connection\u001b[1;34m(self, uri, user, password, db_name, token, **kwargs)\u001b[0m\n\u001b[0;32m    915\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[1;32m--> 916\u001b[0m     \u001b[43mconnections\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mconnect\u001b[49m\u001b[43m(\u001b[49m\u001b[43musing\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43muser\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mpassword\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdb_name\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtoken\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43muri\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43muri\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m    917\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mException\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m ex:\n",
      "File \u001b[1;32m~\\anaconda3.1\\Lib\\site-packages\\pymilvus\\orm\\connections.py:388\u001b[0m, in \u001b[0;36mConnections.connect\u001b[1;34m(self, alias, user, password, db_name, token, _async, **kwargs)\u001b[0m\n\u001b[0;32m    384\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m ConnectionConfigException(\n\u001b[0;32m    385\u001b[0m         message\u001b[38;5;241m=\u001b[39m\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mOpen local milvus failed, dir: \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mparent_path\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m not exists\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m    386\u001b[0m     )\n\u001b[1;32m--> 388\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mmilvus_lite\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mserver_manager\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m (\n\u001b[0;32m    389\u001b[0m     server_manager_instance,\n\u001b[0;32m    390\u001b[0m )\n\u001b[0;32m    392\u001b[0m local_uri \u001b[38;5;241m=\u001b[39m server_manager_instance\u001b[38;5;241m.\u001b[39mstart_and_get_uri(kwargs[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124muri\u001b[39m\u001b[38;5;124m\"\u001b[39m])\n",
      "\u001b[1;31mModuleNotFoundError\u001b[0m: No module named 'milvus_lite'",
      "\nThe above exception was the direct cause of the following exception:\n",
      "\u001b[1;31mModuleNotFoundError\u001b[0m                       Traceback (most recent call last)",
      "Cell \u001b[1;32mIn[10], line 5\u001b[0m\n\u001b[0;32m      3\u001b[0m db_path \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m../../volumes/vector_db/\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m      4\u001b[0m name \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mlaw_corpus.db\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m----> 5\u001b[0m client \u001b[38;5;241m=\u001b[39m \u001b[43mMilvusClient\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mlaw_corpus.db\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\n",
      "File \u001b[1;32m~\\anaconda3.1\\Lib\\site-packages\\pymilvus\\milvus_client\\milvus_client.py:66\u001b[0m, in \u001b[0;36mMilvusClient.__init__\u001b[1;34m(self, uri, user, password, db_name, token, timeout, **kwargs)\u001b[0m\n\u001b[0;32m     44\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m__init__\u001b[39m(\n\u001b[0;32m     45\u001b[0m     \u001b[38;5;28mself\u001b[39m,\n\u001b[0;32m     46\u001b[0m     uri: \u001b[38;5;28mstr\u001b[39m \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mhttp://localhost:19530\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[1;32m   (...)\u001b[0m\n\u001b[0;32m     52\u001b[0m     \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs,\n\u001b[0;32m     53\u001b[0m ) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m     54\u001b[0m \u001b[38;5;250m    \u001b[39m\u001b[38;5;124;03m\"\"\"A client for the common Milvus use case.\u001b[39;00m\n\u001b[0;32m     55\u001b[0m \n\u001b[0;32m     56\u001b[0m \u001b[38;5;124;03m    This client attempts to hide away the complexity of using Pymilvus. In a lot ofcases what\u001b[39;00m\n\u001b[1;32m   (...)\u001b[0m\n\u001b[0;32m     64\u001b[0m \u001b[38;5;124;03m            to None.\u001b[39;00m\n\u001b[0;32m     65\u001b[0m \u001b[38;5;124;03m    \"\"\"\u001b[39;00m\n\u001b[1;32m---> 66\u001b[0m     \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_using \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_create_connection\u001b[49m\u001b[43m(\u001b[49m\n\u001b[0;32m     67\u001b[0m \u001b[43m        \u001b[49m\u001b[43muri\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43muser\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mpassword\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdb_name\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtoken\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtimeout\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mtimeout\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\n\u001b[0;32m     68\u001b[0m \u001b[43m    \u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m     69\u001b[0m     \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mis_self_hosted \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mbool\u001b[39m(utility\u001b[38;5;241m.\u001b[39mget_server_type(using\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_using) \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmilvus\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n",
      "File \u001b[1;32m~\\anaconda3.1\\Lib\\site-packages\\pymilvus\\milvus_client\\milvus_client.py:919\u001b[0m, in \u001b[0;36mMilvusClient._create_connection\u001b[1;34m(self, uri, user, password, db_name, token, **kwargs)\u001b[0m\n\u001b[0;32m    917\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mException\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m ex:\n\u001b[0;32m    918\u001b[0m     logger\u001b[38;5;241m.\u001b[39merror(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mFailed to create new connection using: \u001b[39m\u001b[38;5;132;01m%s\u001b[39;00m\u001b[38;5;124m\"\u001b[39m, using)\n\u001b[1;32m--> 919\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m ex \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mex\u001b[39;00m\n\u001b[0;32m    920\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m    921\u001b[0m     logger\u001b[38;5;241m.\u001b[39mdebug(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mCreated new connection using: \u001b[39m\u001b[38;5;132;01m%s\u001b[39;00m\u001b[38;5;124m\"\u001b[39m, using)\n",
      "File \u001b[1;32m~\\anaconda3.1\\Lib\\site-packages\\pymilvus\\milvus_client\\milvus_client.py:916\u001b[0m, in \u001b[0;36mMilvusClient._create_connection\u001b[1;34m(self, uri, user, password, db_name, token, **kwargs)\u001b[0m\n\u001b[0;32m    914\u001b[0m using \u001b[38;5;241m=\u001b[39m uuid4()\u001b[38;5;241m.\u001b[39mhex\n\u001b[0;32m    915\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[1;32m--> 916\u001b[0m     \u001b[43mconnections\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mconnect\u001b[49m\u001b[43m(\u001b[49m\u001b[43musing\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43muser\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mpassword\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdb_name\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtoken\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43muri\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43muri\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m    917\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mException\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m ex:\n\u001b[0;32m    918\u001b[0m     logger\u001b[38;5;241m.\u001b[39merror(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mFailed to create new connection using: \u001b[39m\u001b[38;5;132;01m%s\u001b[39;00m\u001b[38;5;124m\"\u001b[39m, using)\n",
      "File \u001b[1;32m~\\anaconda3.1\\Lib\\site-packages\\pymilvus\\orm\\connections.py:388\u001b[0m, in \u001b[0;36mConnections.connect\u001b[1;34m(self, alias, user, password, db_name, token, _async, **kwargs)\u001b[0m\n\u001b[0;32m    383\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m parent_path\u001b[38;5;241m.\u001b[39mis_dir():\n\u001b[0;32m    384\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m ConnectionConfigException(\n\u001b[0;32m    385\u001b[0m         message\u001b[38;5;241m=\u001b[39m\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mOpen local milvus failed, dir: \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mparent_path\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m not exists\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m    386\u001b[0m     )\n\u001b[1;32m--> 388\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mmilvus_lite\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mserver_manager\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m (\n\u001b[0;32m    389\u001b[0m     server_manager_instance,\n\u001b[0;32m    390\u001b[0m )\n\u001b[0;32m    392\u001b[0m local_uri \u001b[38;5;241m=\u001b[39m server_manager_instance\u001b[38;5;241m.\u001b[39mstart_and_get_uri(kwargs[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124muri\u001b[39m\u001b[38;5;124m\"\u001b[39m])\n\u001b[0;32m    393\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m local_uri \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n",
      "\u001b[1;31mModuleNotFoundError\u001b[0m: No module named 'milvus_lite'"
     ]
    }
   ],
   "source": [
    "from pymilvus import MilvusClient\n",
    "\n",
    "db_path = \"../../volumes/vector_db/\"\n",
    "name = \"law_corpus.db\"\n",
    "client = MilvusClient(\"law_corpus.db\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "2dcfe3c9-4341-443f-a1c9-6f8ab3aa1e56",
   "metadata": {},
   "outputs": [],
   "source": [
    "from pymilvus import MilvusClient\n",
    "\n",
    "db_path = \"../../volumes/vector_db/\"\n",
    "name = \"law_corpus.db\"\n",
    "client = MilvusClient(\"law_corpus.db\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "8d5725c8-b45e-44fe-bfef-2840c8812af9",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Name: pymilvus\n",
      "Version: 2.5.4\n",
      "Summary: Python Sdk for Milvus\n",
      "Home-page: \n",
      "Author: \n",
      "Author-email: Milvus Team <milvus-team@zilliz.com>\n",
      "License: \n",
      "Location: C:\\Users\\sriram\\anaconda3.1\\Lib\\site-packages\n",
      "Requires: grpcio, pandas, protobuf, python-dotenv, setuptools, ujson\n",
      "Required-by: \n",
      "Note: you may need to restart the kernel to use updated packages.\n"
     ]
    }
   ],
   "source": [
    "pip show pymilvus\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "2d12809f-7e69-4e89-acb7-41b9258d0c79",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2025-02-27 20:03:46,289 [ERROR][_create_connection]: Failed to create new connection using: b31ccae5212a4832a405d82f4a69d320 (milvus_client.py:920)\n"
     ]
    },
    {
     "ename": "ModuleNotFoundError",
     "evalue": "No module named 'milvus_lite'",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mModuleNotFoundError\u001b[0m                       Traceback (most recent call last)",
      "    \u001b[1;31m[... skipping hidden 1 frame]\u001b[0m\n",
      "Cell \u001b[1;32mIn[3], line 2\u001b[0m\n\u001b[0;32m      1\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mpymilvus\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m MilvusClient\n\u001b[1;32m----> 2\u001b[0m client \u001b[38;5;241m=\u001b[39m \u001b[43mMilvusClient\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43m./milvus_demo.db\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\n",
      "File \u001b[1;32m~\\anaconda3.1\\Lib\\site-packages\\pymilvus\\milvus_client\\milvus_client.py:66\u001b[0m, in \u001b[0;36mMilvusClient.__init__\u001b[1;34m(self, uri, user, password, db_name, token, timeout, **kwargs)\u001b[0m\n\u001b[0;32m     54\u001b[0m \u001b[38;5;250m\u001b[39m\u001b[38;5;124;03m\"\"\"A client for the common Milvus use case.\u001b[39;00m\n\u001b[0;32m     55\u001b[0m \n\u001b[0;32m     56\u001b[0m \u001b[38;5;124;03mThis client attempts to hide away the complexity of using Pymilvus. In a lot ofcases what\u001b[39;00m\n\u001b[1;32m   (...)\u001b[0m\n\u001b[0;32m     64\u001b[0m \u001b[38;5;124;03m        to None.\u001b[39;00m\n\u001b[0;32m     65\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m---> 66\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_using \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_create_connection\u001b[49m\u001b[43m(\u001b[49m\n\u001b[0;32m     67\u001b[0m \u001b[43m    \u001b[49m\u001b[43muri\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43muser\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mpassword\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdb_name\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtoken\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtimeout\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mtimeout\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\n\u001b[0;32m     68\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m     69\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mis_self_hosted \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mbool\u001b[39m(utility\u001b[38;5;241m.\u001b[39mget_server_type(using\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_using) \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmilvus\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n",
      "File \u001b[1;32m~\\anaconda3.1\\Lib\\site-packages\\pymilvus\\milvus_client\\milvus_client.py:921\u001b[0m, in \u001b[0;36mMilvusClient._create_connection\u001b[1;34m(self, uri, user, password, db_name, token, **kwargs)\u001b[0m\n\u001b[0;32m    920\u001b[0m     logger\u001b[38;5;241m.\u001b[39merror(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mFailed to create new connection using: \u001b[39m\u001b[38;5;132;01m%s\u001b[39;00m\u001b[38;5;124m\"\u001b[39m, using)\n\u001b[1;32m--> 921\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m ex \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mex\u001b[39;00m\n\u001b[0;32m    922\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n",
      "File \u001b[1;32m~\\anaconda3.1\\Lib\\site-packages\\pymilvus\\milvus_client\\milvus_client.py:918\u001b[0m, in \u001b[0;36mMilvusClient._create_connection\u001b[1;34m(self, uri, user, password, db_name, token, **kwargs)\u001b[0m\n\u001b[0;32m    917\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[1;32m--> 918\u001b[0m     \u001b[43mconnections\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mconnect\u001b[49m\u001b[43m(\u001b[49m\u001b[43musing\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43muser\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mpassword\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdb_name\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtoken\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43muri\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43muri\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m    919\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mException\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m ex:\n",
      "File \u001b[1;32m~\\anaconda3.1\\Lib\\site-packages\\pymilvus\\orm\\connections.py:388\u001b[0m, in \u001b[0;36mConnections.connect\u001b[1;34m(self, alias, user, password, db_name, token, _async, **kwargs)\u001b[0m\n\u001b[0;32m    384\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m ConnectionConfigException(\n\u001b[0;32m    385\u001b[0m         message\u001b[38;5;241m=\u001b[39m\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mOpen local milvus failed, dir: \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mparent_path\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m not exists\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m    386\u001b[0m     )\n\u001b[1;32m--> 388\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mmilvus_lite\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mserver_manager\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m (\n\u001b[0;32m    389\u001b[0m     server_manager_instance,\n\u001b[0;32m    390\u001b[0m )\n\u001b[0;32m    392\u001b[0m local_uri \u001b[38;5;241m=\u001b[39m server_manager_instance\u001b[38;5;241m.\u001b[39mstart_and_get_uri(kwargs[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124muri\u001b[39m\u001b[38;5;124m\"\u001b[39m])\n",
      "\u001b[1;31mModuleNotFoundError\u001b[0m: No module named 'milvus_lite'",
      "\nThe above exception was the direct cause of the following exception:\n",
      "\u001b[1;31mModuleNotFoundError\u001b[0m                       Traceback (most recent call last)",
      "    \u001b[1;31m[... skipping hidden 1 frame]\u001b[0m\n",
      "Cell \u001b[1;32mIn[3], line 2\u001b[0m\n\u001b[0;32m      1\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mpymilvus\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m MilvusClient\n\u001b[1;32m----> 2\u001b[0m client \u001b[38;5;241m=\u001b[39m \u001b[43mMilvusClient\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43m./milvus_demo.db\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\n",
      "File \u001b[1;32m~\\anaconda3.1\\Lib\\site-packages\\pymilvus\\milvus_client\\milvus_client.py:66\u001b[0m, in \u001b[0;36mMilvusClient.__init__\u001b[1;34m(self, uri, user, password, db_name, token, timeout, **kwargs)\u001b[0m\n\u001b[0;32m     54\u001b[0m \u001b[38;5;250m\u001b[39m\u001b[38;5;124;03m\"\"\"A client for the common Milvus use case.\u001b[39;00m\n\u001b[0;32m     55\u001b[0m \n\u001b[0;32m     56\u001b[0m \u001b[38;5;124;03mThis client attempts to hide away the complexity of using Pymilvus. In a lot ofcases what\u001b[39;00m\n\u001b[1;32m   (...)\u001b[0m\n\u001b[0;32m     64\u001b[0m \u001b[38;5;124;03m        to None.\u001b[39;00m\n\u001b[0;32m     65\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m---> 66\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_using \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_create_connection\u001b[49m\u001b[43m(\u001b[49m\n\u001b[0;32m     67\u001b[0m \u001b[43m    \u001b[49m\u001b[43muri\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43muser\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mpassword\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdb_name\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtoken\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtimeout\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mtimeout\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\n\u001b[0;32m     68\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m     69\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mis_self_hosted \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mbool\u001b[39m(utility\u001b[38;5;241m.\u001b[39mget_server_type(using\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_using) \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmilvus\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n",
      "File \u001b[1;32m~\\anaconda3.1\\Lib\\site-packages\\pymilvus\\milvus_client\\milvus_client.py:921\u001b[0m, in \u001b[0;36mMilvusClient._create_connection\u001b[1;34m(self, uri, user, password, db_name, token, **kwargs)\u001b[0m\n\u001b[0;32m    920\u001b[0m     logger\u001b[38;5;241m.\u001b[39merror(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mFailed to create new connection using: \u001b[39m\u001b[38;5;132;01m%s\u001b[39;00m\u001b[38;5;124m\"\u001b[39m, using)\n\u001b[1;32m--> 921\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m ex \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mex\u001b[39;00m\n\u001b[0;32m    922\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n",
      "File \u001b[1;32m~\\anaconda3.1\\Lib\\site-packages\\pymilvus\\milvus_client\\milvus_client.py:918\u001b[0m, in \u001b[0;36mMilvusClient._create_connection\u001b[1;34m(self, uri, user, password, db_name, token, **kwargs)\u001b[0m\n\u001b[0;32m    917\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[1;32m--> 918\u001b[0m     \u001b[43mconnections\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mconnect\u001b[49m\u001b[43m(\u001b[49m\u001b[43musing\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43muser\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mpassword\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdb_name\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtoken\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43muri\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43muri\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m    919\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mException\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m ex:\n",
      "File \u001b[1;32m~\\anaconda3.1\\Lib\\site-packages\\pymilvus\\orm\\connections.py:388\u001b[0m, in \u001b[0;36mConnections.connect\u001b[1;34m(self, alias, user, password, db_name, token, _async, **kwargs)\u001b[0m\n\u001b[0;32m    384\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m ConnectionConfigException(\n\u001b[0;32m    385\u001b[0m         message\u001b[38;5;241m=\u001b[39m\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mOpen local milvus failed, dir: \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mparent_path\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m not exists\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m    386\u001b[0m     )\n\u001b[1;32m--> 388\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mmilvus_lite\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mserver_manager\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m (\n\u001b[0;32m    389\u001b[0m     server_manager_instance,\n\u001b[0;32m    390\u001b[0m )\n\u001b[0;32m    392\u001b[0m local_uri \u001b[38;5;241m=\u001b[39m server_manager_instance\u001b[38;5;241m.\u001b[39mstart_and_get_uri(kwargs[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124muri\u001b[39m\u001b[38;5;124m\"\u001b[39m])\n",
      "\u001b[1;31mModuleNotFoundError\u001b[0m: No module named 'milvus_lite'",
      "\nThe above exception was the direct cause of the following exception:\n",
      "\u001b[1;31mModuleNotFoundError\u001b[0m                       Traceback (most recent call last)",
      "Cell \u001b[1;32mIn[3], line 2\u001b[0m\n\u001b[0;32m      1\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mpymilvus\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m MilvusClient\n\u001b[1;32m----> 2\u001b[0m client \u001b[38;5;241m=\u001b[39m \u001b[43mMilvusClient\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43m./milvus_demo.db\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\n",
      "File \u001b[1;32m~\\anaconda3.1\\Lib\\site-packages\\pymilvus\\milvus_client\\milvus_client.py:66\u001b[0m, in \u001b[0;36mMilvusClient.__init__\u001b[1;34m(self, uri, user, password, db_name, token, timeout, **kwargs)\u001b[0m\n\u001b[0;32m     44\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m__init__\u001b[39m(\n\u001b[0;32m     45\u001b[0m     \u001b[38;5;28mself\u001b[39m,\n\u001b[0;32m     46\u001b[0m     uri: \u001b[38;5;28mstr\u001b[39m \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mhttp://localhost:19530\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[1;32m   (...)\u001b[0m\n\u001b[0;32m     52\u001b[0m     \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs,\n\u001b[0;32m     53\u001b[0m ) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m     54\u001b[0m \u001b[38;5;250m    \u001b[39m\u001b[38;5;124;03m\"\"\"A client for the common Milvus use case.\u001b[39;00m\n\u001b[0;32m     55\u001b[0m \n\u001b[0;32m     56\u001b[0m \u001b[38;5;124;03m    This client attempts to hide away the complexity of using Pymilvus. In a lot ofcases what\u001b[39;00m\n\u001b[1;32m   (...)\u001b[0m\n\u001b[0;32m     64\u001b[0m \u001b[38;5;124;03m            to None.\u001b[39;00m\n\u001b[0;32m     65\u001b[0m \u001b[38;5;124;03m    \"\"\"\u001b[39;00m\n\u001b[1;32m---> 66\u001b[0m     \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_using \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_create_connection\u001b[49m\u001b[43m(\u001b[49m\n\u001b[0;32m     67\u001b[0m \u001b[43m        \u001b[49m\u001b[43muri\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43muser\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mpassword\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdb_name\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtoken\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtimeout\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mtimeout\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\n\u001b[0;32m     68\u001b[0m \u001b[43m    \u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m     69\u001b[0m     \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mis_self_hosted \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mbool\u001b[39m(utility\u001b[38;5;241m.\u001b[39mget_server_type(using\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_using) \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmilvus\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n",
      "File \u001b[1;32m~\\anaconda3.1\\Lib\\site-packages\\pymilvus\\milvus_client\\milvus_client.py:921\u001b[0m, in \u001b[0;36mMilvusClient._create_connection\u001b[1;34m(self, uri, user, password, db_name, token, **kwargs)\u001b[0m\n\u001b[0;32m    919\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mException\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m ex:\n\u001b[0;32m    920\u001b[0m     logger\u001b[38;5;241m.\u001b[39merror(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mFailed to create new connection using: \u001b[39m\u001b[38;5;132;01m%s\u001b[39;00m\u001b[38;5;124m\"\u001b[39m, using)\n\u001b[1;32m--> 921\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m ex \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mex\u001b[39;00m\n\u001b[0;32m    922\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m    923\u001b[0m     logger\u001b[38;5;241m.\u001b[39mdebug(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mCreated new connection using: \u001b[39m\u001b[38;5;132;01m%s\u001b[39;00m\u001b[38;5;124m\"\u001b[39m, using)\n",
      "File \u001b[1;32m~\\anaconda3.1\\Lib\\site-packages\\pymilvus\\milvus_client\\milvus_client.py:918\u001b[0m, in \u001b[0;36mMilvusClient._create_connection\u001b[1;34m(self, uri, user, password, db_name, token, **kwargs)\u001b[0m\n\u001b[0;32m    916\u001b[0m using \u001b[38;5;241m=\u001b[39m uuid4()\u001b[38;5;241m.\u001b[39mhex\n\u001b[0;32m    917\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[1;32m--> 918\u001b[0m     \u001b[43mconnections\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mconnect\u001b[49m\u001b[43m(\u001b[49m\u001b[43musing\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43muser\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mpassword\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdb_name\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtoken\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43muri\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43muri\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m    919\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mException\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m ex:\n\u001b[0;32m    920\u001b[0m     logger\u001b[38;5;241m.\u001b[39merror(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mFailed to create new connection using: \u001b[39m\u001b[38;5;132;01m%s\u001b[39;00m\u001b[38;5;124m\"\u001b[39m, using)\n",
      "File \u001b[1;32m~\\anaconda3.1\\Lib\\site-packages\\pymilvus\\orm\\connections.py:388\u001b[0m, in \u001b[0;36mConnections.connect\u001b[1;34m(self, alias, user, password, db_name, token, _async, **kwargs)\u001b[0m\n\u001b[0;32m    383\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m parent_path\u001b[38;5;241m.\u001b[39mis_dir():\n\u001b[0;32m    384\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m ConnectionConfigException(\n\u001b[0;32m    385\u001b[0m         message\u001b[38;5;241m=\u001b[39m\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mOpen local milvus failed, dir: \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mparent_path\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m not exists\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m    386\u001b[0m     )\n\u001b[1;32m--> 388\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mmilvus_lite\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mserver_manager\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m (\n\u001b[0;32m    389\u001b[0m     server_manager_instance,\n\u001b[0;32m    390\u001b[0m )\n\u001b[0;32m    392\u001b[0m local_uri \u001b[38;5;241m=\u001b[39m server_manager_instance\u001b[38;5;241m.\u001b[39mstart_and_get_uri(kwargs[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124muri\u001b[39m\u001b[38;5;124m\"\u001b[39m])\n\u001b[0;32m    393\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m local_uri \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n",
      "\u001b[1;31mModuleNotFoundError\u001b[0m: No module named 'milvus_lite'"
     ]
    }
   ],
   "source": [
    "from pymilvus import MilvusClient\n",
    "client = MilvusClient(\"./milvus_demo.db\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "03659b7e-50d2-4287-a670-03cc631196e0",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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