final.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "#!/usr/bin/env python\n",
    "# -*- coding: utf-8 -*-\n",
    "import random\n",
    "import logging\n",
    "import csv\n",
    "import jieba\n",
    "from chatterbot import ChatBot\n",
    "from chatterbot.trainers import ChatterBotCorpusTrainer\n",
    "\n",
    "logging.basicConfig(level=logging.DEBUG)\n",
    "\n",
    "#  jieba.load_userdict(\"../jieba_dict/av.txt\")\n",
    "#  jieba.load_userdict(\"../jieba_dict/dict.txt\")\n",
    "#  jieba.load_userdict(\"../jieba_dict/ptt_words.txt\")\n",
    "#  jieba.load_userdict(\"../jieba_dict/taiwan_actor.txt\")\n",
    "#  jieba.load_userdict(\"../jieba_dict/taiwan_name.txt\")\n",
    "#  jieba.load_userdict(\"../jieba_dict/usa_name.txt\")\n",
    "stopwords = []\n",
    "can_words = []\n",
    "\n",
    "with open(\"data/stopwords/stopwords\", 'r') as f:\n",
    "    stopwords = [i.replace(\" \", \"\") for i in f.read().split(\"\\n\")]\n",
    "with open(\"data/cans/cans.txt\", \"r\") as f:\n",
    "    can_words = f.read().split(\"\\n\")\n",
    "botbig = ChatBot(\n",
    "    \"I wonna sleep....\",\n",
    "    storage_adapter='chatterbot.storage.SQLStorageAdapter',\n",
    "    logic_adapters=[\n",
    "        \"chatterbot.logic.MathematicalEvaluation\",\n",
    "        \"chatterbot.logic.BestMatch\",\n",
    "        #  {\n",
    "        #  'import_path': 'chatterbot.logic.LowConfidenceAdapter',\n",
    "        #  'threshold': 0.5,\n",
    "        #  'default_response': '我是不知道你在供三小啦 但我不想人生攻擊你'\n",
    "        #  }\n",
    "    ],\n",
    "    filters=[\n",
    "        'chatterbot.filters.RepetitiveResponseFilter'\n",
    "    ],\n",
    "    language=\"chinese\",\n",
    ")\n",
    "\n",
    "\n",
    "#print(\"Type something to begin...\")\n",
    "\n",
    "\n",
    "def remove_stopwords(words):\n",
    "    for i in stopwords:\n",
    "        if i in words:\n",
    "            words.remove(i)\n",
    "    return words\n",
    "\n",
    "def getAnswer(question):\n",
    "#while True:\n",
    "    #try:\n",
    "        #__input = input()\n",
    "        answer=''\n",
    "        with open(\"data/keywords.csv\", 'r') as f:\n",
    "            reader = csv.DictReader(f)\n",
    "            dont_use_chatter = False\n",
    "            for row in reader:\n",
    "                if row[\"QUESTION\"] in question:\n",
    "                    logging.debug(\"the words in my db\")\n",
    "                    print(row[\"ANSWER\"])\n",
    "                    answer=str(row[\"ANSWER\"])\n",
    "                    dont_use_chatter = True\n",
    "                    break\n",
    "            if dont_use_chatter == False:\n",
    "                bot_input = botbig.get_response(question)\n",
    "                logging.debug(\"confidence\" + str(bot_input.confidence))\n",
    "                if bot_input.confidence > 0.5:\n",
    "                    print(bot_input)\n",
    "                    answer=str(bot_input)\n",
    "                    dont_use_chatter = True\n",
    "                else:\n",
    "                    logging.debug(\"confidence too low, try to search\")\n",
    "                    segs = jieba.cut(question)\n",
    "                    dont_use_chatter = True\n",
    "                    segged = list(segs)\n",
    "                    without_sw = remove_stopwords(segged)\n",
    "                    logging.debug(\"without stopword: \" + \"\".join(without_sw))\n",
    "                    new_bot_input = random.choice(can_words).replace(\"%p\", question)\n",
    "                    print(new_bot_input)\n",
    "                    answer=str(new_bot_input)\n",
    "        return answer\n",
    "    #except (KeyboardInterrupt, EOFError, SystemExit):\n",
    "        #break\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "# coding=UTF-8\n",
    "\n",
    "import sys, os, datetime, time, re\n",
    "import random\n",
    "from slackbot import bot\n",
    "\n",
    "## 請預先將主辦單位分發的 Bot token 設成環境變數，以避免放置在程式中有外流之疑慮\n",
    "TOKEN_MYBOT = os.environ['MY_BOT']\n",
    "bot.settings.API_TOKEN  = TOKEN_MYBOT\n",
    "# bot.settings.API_TOKEN='xoxb-232489841331-Qh50HU91jkqciISn5HRypK4l'\n",
    "\n",
    "from slackbot.bot import Bot\n",
    "from slackbot.bot import respond_to\n",
    "from slackbot.bot import listen_to"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "def main():\n",
    "    bot = Bot()\n",
    "    bot.run()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "def algorithm(question_string):\n",
    "    \n",
    "    answer_string = u\"你是在公三小 不懂 \"+question_string+u\" 是三小問題\"\n",
    "    return answer_string"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:slackbot.bot:registered listen_to plugin \"receive_question\" to \"『問題』 (.*)\"\n"
     ]
    }
   ],
   "source": [
    "@listen_to(\"『問題』\" + ' (.*)')\n",
    "def receive_question(message, question_string):\n",
    "    if message._client.users[message._get_user_id()][u'name'] == \"pixbot\":\n",
    "        answer = getAnswer(question_string)\n",
    "        #answer = algorithm(question_string)\n",
    "        message.send(str(answer))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "DEBUG:requests.packages.urllib3.connectionpool:Starting new HTTPS connection (1): slack.com\n",
      "DEBUG:requests.packages.urllib3.connectionpool:https://slack.com:443 \"GET /api/rtm.start?simple_latest=0&no_unreads=0&mpim_aware=0&token=xoxb-232489841331-Qh50HU91jkqciISn5HRypK4l HTTP/1.1\" 200 15900\n",
      "INFO:slackbot.manager:loading plugin \"slackbot.plugins\"\n",
      "INFO:slackbot.bot:registered respond_to plugin \"hello_reply\" to \"hello$\"\n",
      "INFO:slackbot.bot:registered respond_to plugin \"hello_webapi\" to \"^reply_webapi$\"\n",
      "INFO:slackbot.bot:registered respond_to plugin \"hello_webapi_not_as_user\" to \"^reply_webapi_not_as_user$\"\n",
      "INFO:slackbot.bot:registered respond_to plugin \"hello_reply_formatting\" to \"hello_formatting\"\n",
      "INFO:slackbot.bot:registered listen_to plugin \"hello_send\" to \"hello$\"\n",
      "INFO:slackbot.bot:registered respond_to plugin \"hello_decorators\" to \"hello_decorators\"\n",
      "INFO:slackbot.bot:registered listen_to plugin \"hello_decorators\" to \"hello_decorators\"\n",
      "INFO:slackbot.bot:registered listen_to plugin \"hey\" to \"hey!\"\n",
      "INFO:slackbot.bot:registered respond_to plugin \"hello_unicode_message\" to \"你好\"\n",
      "INFO:slackbot.bot:registered listen_to plugin \"start_thread\" to \"start a thread\"\n",
      "INFO:slackbot.bot:registered respond_to plugin \"upload\" to \"upload \\<?(.*)\\>?\"\n",
      "INFO:slackbot.bot:registered respond_to plugin \"upload_content\" to \"send_string_content\"\n",
      "DEBUG:requests.packages.urllib3.connectionpool:Starting new HTTPS connection (1): slack.com\n",
      "DEBUG:requests.packages.urllib3.connectionpool:https://slack.com:443 \"GET /api/rtm.start?simple_latest=0&no_unreads=0&mpim_aware=0&token=xoxb-232489841331-Qh50HU91jkqciISn5HRypK4l HTTP/1.1\" 200 15900\n",
      "INFO:slackbot.bot:connected to slack RTM api\n",
      "INFO:slackbot.bot:keep active thread started\n",
      "INFO:chatterbot.adapters:Recieved input statement: 南海爭議和被盜領八千萬，哪個重要\n",
      "INFO:chatterbot.adapters:\"南海爭議和被盜領八千萬，哪個重要\" is not a known statement\n",
      "INFO:chatterbot.adapters:Not processing the statement using MathematicalEvaluation\n",
      "INFO:chatterbot.adapters:Using \"南海爭議和被盜領八千萬，哪個重要\" as a close match to \"我們有很重要的球局\"\n",
      "INFO:chatterbot.adapters:Selecting response from 1 optimal responses.\n",
      "INFO:chatterbot.response_selection:Selecting first response from list of 1 options.\n",
      "INFO:chatterbot.adapters:Response selected. Using \"當然啦\"\n",
      "INFO:chatterbot.adapters:BestMatch selected \"當然啦\" as a response with a confidence of 0.16\n",
      "INFO:chatterbot.adapters:NoKnowledgeAdapter selected \"南海爭議和被盜領八千萬，哪個重要\" as a response with a confidence of 0\n",
      "DEBUG:root:confidence0.16\n",
      "DEBUG:root:confidence too low, try to search\n",
      "Building prefix dict from the default dictionary ...\n",
      "DEBUG:jieba:Building prefix dict from the default dictionary ...\n",
      "Loading model from cache /var/folders/hs/y9fvbdbn3gsd6_6rn822fvph0000gn/T/jieba.cache\n",
      "DEBUG:jieba:Loading model from cache /var/folders/hs/y9fvbdbn3gsd6_6rn822fvph0000gn/T/jieba.cache\n",
      "Loading model cost 0.984 seconds.\n",
      "DEBUG:jieba:Loading model cost 0.984 seconds.\n",
      "Prefix dict has been built succesfully.\n",
      "DEBUG:jieba:Prefix dict has been built succesfully.\n",
      "DEBUG:root:without stopword: 南海爭議盜領八千萬重要\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "學妹如果知道的話，就不是學妹了喔～\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:chatterbot.adapters:Recieved input statement: 國軍很愛折棉被的八卦?\n",
      "INFO:chatterbot.adapters:\"國軍很愛折棉被的八卦?\" is a known statement\n",
      "INFO:chatterbot.adapters:Not processing the statement using MathematicalEvaluation\n",
      "INFO:chatterbot.adapters:Using \"國軍很愛折棉被的八卦?\" as a close match to \"我們有很重要的球局\"\n",
      "INFO:chatterbot.adapters:Selecting response from 1 optimal responses.\n",
      "INFO:chatterbot.response_selection:Selecting first response from list of 1 options.\n",
      "INFO:chatterbot.adapters:Response selected. Using \"當然啦\"\n",
      "INFO:chatterbot.adapters:BestMatch selected \"當然啦\" as a response with a confidence of 0.2\n",
      "INFO:chatterbot.adapters:NoKnowledgeAdapter selected \"國軍很愛折棉被的八卦?\" as a response with a confidence of 0\n",
      "INFO:chatterbot.chatterbot:Adding \"國軍很愛折棉被的八卦?\" as a response to \"當然啦\"\n",
      "DEBUG:root:confidence0.2\n",
      "DEBUG:root:confidence too low, try to search\n",
      "DEBUG:root:without stopword: 國軍很愛折棉被八卦?\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "學妹如果知道的話，就不是學妹了喔～\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "DEBUG:root:the words in my db\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "我不知道，阿是不會google膩\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "DEBUG:root:the words in my db\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "找陳美鳳演夜市人生啦\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:chatterbot.adapters:Recieved input statement: 有沒有現在人很愛封鎖別人的八卦??\n",
      "INFO:chatterbot.adapters:\"有沒有現在人很愛封鎖別人的八卦??\" is not a known statement\n",
      "INFO:chatterbot.adapters:Not processing the statement using MathematicalEvaluation\n",
      "INFO:chatterbot.adapters:Using \"有沒有現在人很愛封鎖別人的八卦??\" as a close match to \"我們有很重要的球局\"\n",
      "INFO:chatterbot.adapters:Selecting response from 1 optimal responses.\n",
      "INFO:chatterbot.response_selection:Selecting first response from list of 1 options.\n",
      "INFO:chatterbot.adapters:Response selected. Using \"當然啦\"\n",
      "INFO:chatterbot.adapters:BestMatch selected \"當然啦\" as a response with a confidence of 0.23\n",
      "INFO:chatterbot.adapters:NoKnowledgeAdapter selected \"有沒有現在人很愛封鎖別人的八卦??\" as a response with a confidence of 0\n",
      "INFO:chatterbot.chatterbot:Adding \"有沒有現在人很愛封鎖別人的八卦??\" as a response to \"當然啦\"\n",
      "DEBUG:root:confidence0.23\n",
      "DEBUG:root:confidence too low, try to search\n",
      "DEBUG:root:without stopword: 沒有現愛封鎖八卦??\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "有沒有現在人很愛封鎖別人的八卦??這句話我給87分不能再高了\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:chatterbot.adapters:Recieved input statement: 國軍很愛折棉被的八卦?\n",
      "INFO:chatterbot.adapters:\"國軍很愛折棉被的八卦?\" is a known statement\n",
      "INFO:chatterbot.adapters:Not processing the statement using MathematicalEvaluation\n",
      "INFO:chatterbot.adapters:Using \"國軍很愛折棉被的八卦?\" as a close match to \"我們有很重要的球局\"\n",
      "INFO:chatterbot.adapters:Selecting response from 1 optimal responses.\n",
      "INFO:chatterbot.response_selection:Selecting first response from list of 1 options.\n",
      "INFO:chatterbot.adapters:Response selected. Using \"當然啦\"\n",
      "INFO:chatterbot.adapters:BestMatch selected \"當然啦\" as a response with a confidence of 0.2\n",
      "INFO:chatterbot.adapters:NoKnowledgeAdapter selected \"國軍很愛折棉被的八卦?\" as a response with a confidence of 0\n",
      "INFO:chatterbot.chatterbot:Adding \"國軍很愛折棉被的八卦?\" as a response to \"當然啦\"\n",
      "DEBUG:root:confidence0.2\n",
      "DEBUG:root:confidence too low, try to search\n",
      "DEBUG:root:without stopword: 國軍很愛折棉被八卦?\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "你好糟糕，請暫時不要跟我說話\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:chatterbot.adapters:Recieved input statement: 你是誰呀，可以自我介紹一下嗎？\n",
      "INFO:chatterbot.adapters:\"你是誰呀，可以自我介紹一下嗎？\" is not a known statement\n",
      "INFO:chatterbot.adapters:Not processing the statement using MathematicalEvaluation\n",
      "INFO:chatterbot.adapters:Using \"你是誰呀，可以自我介紹一下嗎？\" as a close match to \"陪我一下不行嗎？\"\n",
      "INFO:chatterbot.adapters:Selecting response from 1 optimal responses.\n",
      "INFO:chatterbot.response_selection:Selecting first response from list of 1 options.\n",
      "INFO:chatterbot.adapters:Response selected. Using \"現在家人又突然變重要了？\"\n",
      "INFO:chatterbot.adapters:BestMatch selected \"現在家人又突然變重要了？\" as a response with a confidence of 0.43\n",
      "INFO:chatterbot.adapters:NoKnowledgeAdapter selected \"你是誰呀，可以自我介紹一下嗎？\" as a response with a confidence of 0\n",
      "INFO:chatterbot.chatterbot:Adding \"你是誰呀，可以自我介紹一下嗎？\" as a response to \"當然啦\"\n",
      "DEBUG:root:confidence0.43\n",
      "DEBUG:root:confidence too low, try to search\n",
      "DEBUG:root:without stopword: 自我介紹一下\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "我覺得你是誰呀，可以自我介紹一下嗎？是引戰，等等看其他朋友怎麼說\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:chatterbot.adapters:Recieved input statement: 你有 freestyle 嗎？\n",
      "INFO:chatterbot.adapters:\"你有 freestyle 嗎？\" is not a known statement\n",
      "INFO:chatterbot.adapters:Not processing the statement using MathematicalEvaluation\n",
      "INFO:chatterbot.adapters:Using \"你有 freestyle 嗎？\" as a close match to \"你愛我嗎？\"\n",
      "INFO:chatterbot.adapters:Selecting response from 1 optimal responses.\n",
      "INFO:chatterbot.response_selection:Selecting first response from list of 1 options.\n",
      "INFO:chatterbot.adapters:Response selected. Using \"邊緣人怎麼會有人愛啦，幫QQ喔\"\n",
      "INFO:chatterbot.adapters:BestMatch selected \"邊緣人怎麼會有人愛啦，幫QQ喔\" as a response with a confidence of 0.3\n",
      "INFO:chatterbot.adapters:NoKnowledgeAdapter selected \"你有 freestyle 嗎？\" as a response with a confidence of 0\n",
      "INFO:chatterbot.chatterbot:Adding \"你有 freestyle 嗎？\" as a response to \"現在家人又突然變重要了？\"\n",
      "DEBUG:root:confidence0.3\n",
      "DEBUG:root:confidence too low, try to search\n",
      "DEBUG:root:without stopword:  freestyle \n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "學長，你幫人家查查看你有 freestyle 嗎？好不好？\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:chatterbot.adapters:Recieved input statement: 下一期樂透會開什麼號碼呢？\n",
      "INFO:chatterbot.adapters:\"下一期樂透會開什麼號碼呢？\" is not a known statement\n",
      "INFO:chatterbot.adapters:Not processing the statement using MathematicalEvaluation\n",
      "INFO:chatterbot.adapters:Using \"下一期樂透會開什麼號碼呢？\" as a close match to \"你寫了什麼？\"\n",
      "INFO:chatterbot.adapters:Selecting response from 1 optimal responses.\n",
      "INFO:chatterbot.response_selection:Selecting first response from list of 1 options.\n",
      "INFO:chatterbot.adapters:Response selected. Using \"我剛傳了簡訊\"\n",
      "INFO:chatterbot.adapters:BestMatch selected \"我剛傳了簡訊\" as a response with a confidence of 0.32\n",
      "INFO:chatterbot.adapters:NoKnowledgeAdapter selected \"下一期樂透會開什麼號碼呢？\" as a response with a confidence of 0\n",
      "INFO:chatterbot.chatterbot:Adding \"下一期樂透會開什麼號碼呢？\" as a response to \"邊緣人怎麼會有人愛啦，幫QQ喔\"\n",
      "DEBUG:root:confidence0.32\n",
      "DEBUG:root:confidence too low, try to search\n",
      "DEBUG:root:without stopword: 一期樂透會開什麼號碼\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "你好糟糕，請暫時不要跟我說話\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:chatterbot.adapters:Recieved input statement: 8+9 等於多少？\n",
      "INFO:chatterbot.adapters:\"8+9 等於多少？\" is not a known statement\n",
      "INFO:chatterbot.adapters:MathematicalEvaluation selected \"( 17 ) = 17\" as a response with a confidence of 1\n",
      "INFO:chatterbot.adapters:Using \"8+9 等於多少？\" as a close match to \"你教高爾夫多久了？\"\n",
      "INFO:chatterbot.adapters:Selecting response from 1 optimal responses.\n",
      "INFO:chatterbot.response_selection:Selecting first response from list of 1 options.\n",
      "INFO:chatterbot.adapters:Response selected. Using \"從我沒當太空人之後\"\n",
      "INFO:chatterbot.adapters:BestMatch selected \"從我沒當太空人之後\" as a response with a confidence of 0.22\n",
      "INFO:chatterbot.adapters:NoKnowledgeAdapter selected \"8+9 等於多少？\" as a response with a confidence of 0\n",
      "INFO:chatterbot.chatterbot:Adding \"8+9 等於多少？\" as a response to \"我剛傳了簡訊\"\n",
      "DEBUG:root:confidence1\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "( 17 ) = 17\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:chatterbot.adapters:Recieved input statement: 「森77」和「氣噗噗」哪一個比較生氣？\n",
      "INFO:chatterbot.adapters:\"「森77」和「氣噗噗」哪一個比較生氣？\" is not a known statement\n",
      "INFO:chatterbot.adapters:Not processing the statement using MathematicalEvaluation\n",
      "INFO:chatterbot.adapters:Using \"「森77」和「氣噗噗」哪一個比較生氣？\" as a close match to \"你兄弟關在哪個監獄？\"\n",
      "INFO:chatterbot.adapters:Selecting response from 1 optimal responses.\n",
      "INFO:chatterbot.response_selection:Selecting first response from list of 1 options.\n",
      "INFO:chatterbot.adapters:Response selected. Using \"索納監獄\"\n",
      "INFO:chatterbot.adapters:BestMatch selected \"索納監獄\" as a response with a confidence of 0.21\n",
      "INFO:chatterbot.adapters:NoKnowledgeAdapter selected \"「森77」和「氣噗噗」哪一個比較生氣？\" as a response with a confidence of 0\n",
      "INFO:chatterbot.chatterbot:Adding \"「森77」和「氣噗噗」哪一個比較生氣？\" as a response to \"( 17 ) = 17\"\n",
      "DEBUG:root:confidence0.21\n",
      "DEBUG:root:confidence too low, try to search\n",
      "DEBUG:root:without stopword: 「森77」「氣噗噗」哪一個比較生氣\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "學長，幹嘛現在問啦，氣氛都被你破壞了......\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "DEBUG:root:the words in my db\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "就像詹家最誠實川普總統最不愛打仗金正恩最不會研發飛彈一樣都是假的\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:chatterbot.adapters:Recieved input statement: 買 iPhone 好，還是買 Android 好？\n",
      "INFO:chatterbot.adapters:\"買 iPhone 好，還是買 Android 好？\" is not a known statement\n",
      "INFO:chatterbot.adapters:Not processing the statement using MathematicalEvaluation\n",
      "INFO:chatterbot.adapters:Using \"買 iPhone 好，還是買 Android 好？\" as a close match to \"早上好，你好嗎?\"\n",
      "INFO:chatterbot.adapters:Selecting response from 1 optimal responses.\n",
      "INFO:chatterbot.response_selection:Selecting first response from list of 1 options.\n",
      "INFO:chatterbot.adapters:Response selected. Using \"不是很好，我還想睡\"\n",
      "INFO:chatterbot.adapters:BestMatch selected \"不是很好，我還想睡\" as a response with a confidence of 0.18\n",
      "INFO:chatterbot.adapters:NoKnowledgeAdapter selected \"買 iPhone 好，還是買 Android 好？\" as a response with a confidence of 0\n",
      "INFO:chatterbot.chatterbot:Adding \"買 iPhone 好，還是買 Android 好？\" as a response to \"索納監獄\"\n",
      "DEBUG:root:confidence0.18\n",
      "DEBUG:root:confidence too low, try to search\n",
      "DEBUG:root:without stopword: 買 iPhone 買 Android 好\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "﻿啊啦啦，佐佑理不清楚，原諒人家喔！\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:chatterbot.adapters:Recieved input statement: 東京自由行最推薦去哪裡？\n",
      "INFO:chatterbot.adapters:\"東京自由行最推薦去哪裡？\" is not a known statement\n",
      "INFO:chatterbot.adapters:Not processing the statement using MathematicalEvaluation\n",
      "INFO:chatterbot.adapters:Using \"東京自由行最推薦去哪裡？\" as a close match to \"我哪有⋯在哪裡？\"\n",
      "INFO:chatterbot.adapters:Selecting response from 1 optimal responses.\n",
      "INFO:chatterbot.response_selection:Selecting first response from list of 1 options.\n",
      "INFO:chatterbot.adapters:Response selected. Using \"這種新款式的感光度非常強\"\n",
      "INFO:chatterbot.adapters:BestMatch selected \"這種新款式的感光度非常強\" as a response with a confidence of 0.3\n",
      "INFO:chatterbot.adapters:NoKnowledgeAdapter selected \"東京自由行最推薦去哪裡？\" as a response with a confidence of 0\n",
      "INFO:chatterbot.chatterbot:Adding \"東京自由行最推薦去哪裡？\" as a response to \"不是很好，我還想睡\"\n",
      "DEBUG:root:confidence0.3\n",
      "DEBUG:root:confidence too low, try to search\n",
      "DEBUG:root:without stopword: 東京自由行推薦哪裡\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "學長，你幫人家查查看東京自由行最推薦去哪裡？好不好？\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:chatterbot.adapters:Recieved input statement: 你覺得人工智慧會反撲人類嗎？\n",
      "INFO:chatterbot.adapters:\"你覺得人工智慧會反撲人類嗎？\" is not a known statement\n",
      "INFO:chatterbot.adapters:Not processing the statement using MathematicalEvaluation\n",
      "INFO:chatterbot.adapters:Using \"你覺得人工智慧會反撲人類嗎？\" as a close match to \"你愛我嗎？\"\n",
      "INFO:chatterbot.adapters:Selecting response from 1 optimal responses.\n",
      "INFO:chatterbot.response_selection:Selecting first response from list of 1 options.\n",
      "INFO:chatterbot.adapters:Response selected. Using \"邊緣人怎麼會有人愛啦，幫QQ喔\"\n",
      "INFO:chatterbot.adapters:BestMatch selected \"邊緣人怎麼會有人愛啦，幫QQ喔\" as a response with a confidence of 0.32\n",
      "INFO:chatterbot.adapters:NoKnowledgeAdapter selected \"你覺得人工智慧會反撲人類嗎？\" as a response with a confidence of 0\n",
      "INFO:chatterbot.chatterbot:Adding \"你覺得人工智慧會反撲人類嗎？\" as a response to \"這種新款式的感光度非常強\"\n",
      "DEBUG:root:confidence0.32\n",
      "DEBUG:root:confidence too low, try to search\n",
      "DEBUG:root:without stopword: 覺得人工智慧反撲人類\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "啊不就好棒棒，你覺得人工智慧會反撲人類嗎？這種話也敢跟我說\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "DEBUG:root:the words in my db\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "我不知道，阿是不會google膩\n"
     ]
    }
   ],
   "source": [
    "main()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
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