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   "execution_count": 1,

   "metadata": {},

   "outputs": [

    {

     "name": "stdout",

     "output_type": "stream",

     "text": [

      "Requirement already satisfied: Flask==0.12.3 in /home/welcome/anaconda3/lib/python3.6/site-packages (from -r requirements.txt (line 4)) (0.12.3)\n",

      "Requirement already satisfied: chatterbot==0.8.4 in /home/welcome/anaconda3/lib/python3.6/site-packages (from -r requirements.txt (line 5)) (0.8.4)\n",

      "Requirement already satisfied: SQLAlchemy==1.1.11 in /home/welcome/anaconda3/lib/python3.6/site-packages (from -r requirements.txt (line 6)) (1.1.11)\n",

      "Requirement already satisfied: Jinja2>=2.4 in /home/welcome/anaconda3/lib/python3.6/site-packages (from Flask==0.12.3->-r requirements.txt (line 4)) (2.9.6)\n",

      "Requirement already satisfied: itsdangerous>=0.21 in /home/welcome/anaconda3/lib/python3.6/site-packages (from Flask==0.12.3->-r requirements.txt (line 4)) (0.24)\n",

      "Requirement already satisfied: Werkzeug>=0.7 in /home/welcome/anaconda3/lib/python3.6/site-packages (from Flask==0.12.3->-r requirements.txt (line 4)) (0.12.2)\n",

      "Requirement already satisfied: click>=2.0 in /home/welcome/anaconda3/lib/python3.6/site-packages (from Flask==0.12.3->-r requirements.txt (line 4)) (6.7)\n",

      "Requirement already satisfied: chatterbot-corpus<1.2,>=1.1 in /home/welcome/anaconda3/lib/python3.6/site-packages (from chatterbot==0.8.4->-r requirements.txt (line 5)) (1.1.4)\n",

      "Requirement already satisfied: python-dateutil<2.7,>=2.6 in /home/welcome/anaconda3/lib/python3.6/site-packages (from chatterbot==0.8.4->-r requirements.txt (line 5)) (2.6.1)\n",

      "Requirement already satisfied: python-twitter<4.0,>=3.0 in /home/welcome/anaconda3/lib/python3.6/site-packages (from chatterbot==0.8.4->-r requirements.txt (line 5)) (3.5)\n",

      "Requirement already satisfied: pymongo<4.0,>=3.3 in /home/welcome/anaconda3/lib/python3.6/site-packages (from chatterbot==0.8.4->-r requirements.txt (line 5)) (3.10.1)\n",

      "Requirement already satisfied: nltk<4.0,>=3.2 in /home/welcome/anaconda3/lib/python3.6/site-packages (from chatterbot==0.8.4->-r requirements.txt (line 5)) (3.2.4)\n",

      "Requirement already satisfied: mathparse<0.2,>=0.1 in /home/welcome/anaconda3/lib/python3.6/site-packages (from chatterbot==0.8.4->-r requirements.txt (line 5)) (0.1.2)\n",

      "Requirement already satisfied: MarkupSafe>=0.23 in /home/welcome/anaconda3/lib/python3.6/site-packages (from Jinja2>=2.4->Flask==0.12.3->-r requirements.txt (line 4)) (1.0)\n",

      "Requirement already satisfied: PyYAML<4.0,>=3.12 in /home/welcome/anaconda3/lib/python3.6/site-packages (from chatterbot-corpus<1.2,>=1.1->chatterbot==0.8.4->-r requirements.txt (line 5)) (3.12)\n",

      "Requirement already satisfied: six>=1.5 in /home/welcome/anaconda3/lib/python3.6/site-packages (from python-dateutil<2.7,>=2.6->chatterbot==0.8.4->-r requirements.txt (line 5)) (1.11.0)\n",

      "Requirement already satisfied: future in /home/welcome/anaconda3/lib/python3.6/site-packages (from python-twitter<4.0,>=3.0->chatterbot==0.8.4->-r requirements.txt (line 5)) (0.18.2)\n",

      "Requirement already satisfied: requests in /home/welcome/anaconda3/lib/python3.6/site-packages (from python-twitter<4.0,>=3.0->chatterbot==0.8.4->-r requirements.txt (line 5)) (2.18.4)\n",

      "Requirement already satisfied: requests-oauthlib in /home/welcome/anaconda3/lib/python3.6/site-packages (from python-twitter<4.0,>=3.0->chatterbot==0.8.4->-r requirements.txt (line 5)) (1.3.0)\n",

      "Requirement already satisfied: chardet<3.1.0,>=3.0.2 in /home/welcome/anaconda3/lib/python3.6/site-packages (from requests->python-twitter<4.0,>=3.0->chatterbot==0.8.4->-r requirements.txt (line 5)) (3.0.4)\n",

      "Requirement already satisfied: idna<2.7,>=2.5 in /home/welcome/anaconda3/lib/python3.6/site-packages (from requests->python-twitter<4.0,>=3.0->chatterbot==0.8.4->-r requirements.txt (line 5)) (2.6)\n",

      "Requirement already satisfied: urllib3<1.23,>=1.21.1 in /home/welcome/anaconda3/lib/python3.6/site-packages (from requests->python-twitter<4.0,>=3.0->chatterbot==0.8.4->-r requirements.txt (line 5)) (1.22)\n",

      "Requirement already satisfied: certifi>=2017.4.17 in /home/welcome/anaconda3/lib/python3.6/site-packages (from requests->python-twitter<4.0,>=3.0->chatterbot==0.8.4->-r requirements.txt (line 5)) (2017.7.27.1)\n",

      "Requirement already satisfied: oauthlib>=3.0.0 in /home/welcome/anaconda3/lib/python3.6/site-packages (from requests-oauthlib->python-twitter<4.0,>=3.0->chatterbot==0.8.4->-r requirements.txt (line 5)) (3.1.0)\n",

      "\u001b[33mWARNING: You are using pip version 20.0.2; however, version 20.1 is available.\n",

      "You should consider upgrading via the '/home/welcome/anaconda3/bin/python -m pip install --upgrade pip' command.\u001b[0m\n"

     ]

    }

   ],

   "source": [

    "!pip install -r requirements.txt"

   ]

  },

  {

   "cell_type": "code",

   "execution_count": 2,

   "metadata": {},

   "outputs": [

    {

     "name": "stdout",

     "output_type": "stream",

     "text": [

      "Training using fracture.yml\n",

      "List Trainer: [####################] 100%\n",

      "Training completed for fracture.yml\n",

      "Training using fever.yml\n",

      "List Trainer: [####################] 100%\n",

      "Training completed for fever.yml\n",

      "Training using headache.yml\n",

      "List Trainer: [####################] 100%\n",

      "Training completed for headache.yml\n",

      "Training using generalhealth.yml\n",

      "List Trainer: [####################] 100%\n",

      "Training completed for generalhealth.yml\n",

      "Training using botprofile.yml\n",

      "List Trainer: [####################] 100%\n",

      "Training completed for botprofile.yml\n",

      "Training using personalinfo.yml\n",

      "List Trainer: [####################] 100%\n",

      "Training completed for personalinfo.yml\n",

      "Training using doctor.yml\n",

      "List Trainer: [####################] 100%\n",

      "Training completed for doctor.yml\n",

      "Training using cough.cold.yml\n",

      "List Trainer: [####################] 100%\n",

      "Training completed for cough.cold.yml\n",

      "Training using new.yml\n",

      "List Trainer: [####################] 100%\n",

      "Training completed for new.yml\n",

      "Training using greetings.yml\n",

      "List Trainer: [####################] 100%\n",

      "Training completed for greetings.yml\n"

     ]

    }

   ],

   "source": [

    "from chatterbot import ChatBot\n",

    "from chatterbot.trainers import ListTrainer\n",

    "import os\n",

    "\n",

    "\n",

    "english_bot = ChatBot('Bot')\n",

    "english_bot.set_trainer(ListTrainer)\n",

    "for file in os.listdir('data'):\n",

    "        print('Training using '+file)\n",

    "        convData = open('data/' + file).readlines()\n",

    "        english_bot.train(convData)\n",

    "        print(\"Training completed for \"+file)\n",

    "    \n"

   ]

  },

  {

   "cell_type": "code",

   "execution_count": null,

   "metadata": {},

   "outputs": [

    {

     "name": "stdout",

     "output_type": "stream",

     "text": [

      "Okay Bro\n",

      "You said: i have headache\n",

      "\n",

      "- what kind of headache do you have : 1. Migrane headache - intense throbbing pain on just one side of the head. 2. Cluster headaches - severe and recurrent headaches 3. Tension Headache - Ocassional;\n",

      "Okay Bro\n",

      "You said: i have migraine headache\n",

      "\n",

      "- symptom noted. Migraines tend to be recurrent, and each attack may last up to 3 days. would you like to talk to a doctor?\n",

      "Okay Bro\n",

      "Your last instruction was unclear to me\n",

      "Okay Bro\n",

      "You said: yes i want to talk to a doctor\n",

      "\n",

      "- you shall be called once the doctor is available. Do you want to book an appointment?\n",

      "Okay Bro\n",

      "You said: yes i want to\n",

      "\n",

      "- ok, is there a swelling or a physical deformity or bleeding at the aching region.\n",

      "Okay Bro\n",

      "Your last instruction was unclear to me\n",

      "Okay Bro\n",

      "Your last instruction was unclear to me\n",

      "Okay Bro\n",

      "You said: yes i want to book an appointment\n",

      "\n",

      "- yes please state time and doctor's name in the following format; 'Patient Name: Date: Doctor: Hospital:'\n",

      "Okay Bro\n"

     ]

    }

   ],

   "source": [

    "from flask import Flask, render_template, request\n",

    "from chatterbot import ChatBot\n",

    "from chatterbot.trainers import ChatterBotCorpusTrainer\n",

    "import os\n",

    "from gtts import gTTS\n",

    "import speech_recognition as sr\n",

    "import os\n",

    "import re\n",

    "import webbrowser\n",

    "import smtplib\n",

    "import requests\n",

    "\n",

    "\n",

    "from chatterbot import ChatBot\n",

    "from chatterbot.trainers import ListTrainer\n",

    "\n",

    "filenumber=int(os.listdir('saved_conversations')[-1])\n",

    "filenumber=filenumber+1\n",

    "file= open('saved_conversations/'+str(filenumber),\"w+\")\n",

    "file.write('bot : Hi There! I am a medical chatbot. You can begin conversation by typing in a message and pressing enter.\\n')\n",

    "file.close()\n",

    "\n",

    "\n",

    "english_bot = ChatBot('Bot',\n",

    "             storage_adapter='chatterbot.storage.SQLStorageAdapter',\n",

    "             logic_adapters=[\n",

    "   {\n",

    "       'import_path': 'chatterbot.logic.BestMatch'\n",

    "   },\n",

    "   \n",

    "],\n",

    "trainer='chatterbot.trainers.ListTrainer')\n",

    "english_bot.set_trainer(ListTrainer)\n",

    "\n",

    "\n",

    "def myCommand():\n",

    "    r = sr.Recognizer()\n",

    "\n",

    "    with sr.Microphone() as source:\n",

    "         print('Okay Bro')\n",

    "         r.pause_treshold = 1\n",

    "         r.adjust_for_ambient_noise(source, duration = 1)\n",

    "         audio = r.listen(source)\t\n",

    "\n",

    "    try:\n",

    "        command = r.recognize_google(audio).lower()\n",

    "        print('You said: '+ command + '\\n')\n",

    "\n",

    "    except sr.UnknownValueError:\n",

    "           print('Your last instruction was unclear to me')\n",

    "           command = myCommand();\n",

    "\n",

    "    return command \n",

    "\n",

    "\n",

    "def get_bot_response(command):\n",

    "    #userText = request.args.get('msg')\n",

    "    response = str(english_bot.get_response(command))\n",

    "\n",

    "    appendfile=os.listdir('saved_conversations')[-1]\n",

    "    appendfile= open('saved_conversations/'+str(filenumber),\"a\")\n",

    "    appendfile.write('user : '+command+'\\n')\n",

    "    appendfile.write('bot : '+response+'\\n')\n",

    "    appendfile.close()\n",

    "    return response\n",

    "\n",

    "\n",

    "while True:\n",

    "    value=get_bot_response(myCommand())\n",

    "    print(value)"

   ]

  },

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   "cell_type": "code",

   "execution_count": null,

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