chatbot_v1.ipynb

{
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  "metadata": {
    "colab": {
      "name": "chatbot_v1.ipynb",
      "version": "0.3.2",
      "provenance": [],
      "collapsed_sections": [],
      "toc_visible": true,
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    }
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/soiqualang/colab/blob/master/chatbot_v1.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "metadata": {
        "id": "3TctEtjmDJRs",
        "colab_type": "text"
      },
      "cell_type": "markdown",
      "source": [
        "https://viblo.asia/p/xay-dung-chatbot-voi-thu-vien-chatterbot-Qpmle2Vm5rd"
      ]
    },
    {
      "metadata": {
        "id": "2NqtrL-4DHDq",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1329
        },
        "outputId": "2306a642-6be2-45c6-d0e6-8acff05537ce"
      },
      "cell_type": "code",
      "source": [
        "!pip install chatterbot"
      ],
      "execution_count": 1,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Collecting chatterbot\n",
            "\u001b[?25l  Downloading https://files.pythonhosted.org/packages/6c/0e/dac0d82f34f86bf509cf5ef3e2dfc5aa7d444bd843a2330ceb7d854f84f2/ChatterBot-1.0.5-py2.py3-none-any.whl (67kB)\n",
            "\u001b[K    100% |████████████████████████████████| 71kB 4.6MB/s \n",
            "\u001b[?25hCollecting pyyaml<5.2,>=5.1 (from chatterbot)\n",
            "\u001b[?25l  Downloading https://files.pythonhosted.org/packages/9f/2c/9417b5c774792634834e730932745bc09a7d36754ca00acf1ccd1ac2594d/PyYAML-5.1.tar.gz (274kB)\n",
            "\u001b[K    100% |████████████████████████████████| 276kB 27.3MB/s \n",
            "\u001b[?25hCollecting pint>=0.8.1 (from chatterbot)\n",
            "\u001b[?25l  Downloading https://files.pythonhosted.org/packages/15/9d/bf177ebbc57d25e9e296addc14a1303d1e34d7964af5df428a8332349c42/Pint-0.9-py2.py3-none-any.whl (138kB)\n",
            "\u001b[K    100% |████████████████████████████████| 143kB 31.9MB/s \n",
            "\u001b[?25hRequirement already satisfied: pytz in /usr/local/lib/python3.6/dist-packages (from chatterbot) (2018.9)\n",
            "Requirement already satisfied: nltk<4.0,>=3.2 in /usr/local/lib/python3.6/dist-packages (from chatterbot) (3.2.5)\n",
            "Collecting sqlalchemy<1.3,>=1.2 (from chatterbot)\n",
            "\u001b[?25l  Downloading https://files.pythonhosted.org/packages/f9/67/d07cf7ac7e6dd0bc55ba62816753f86d7c558107104ca915e730c9ec2512/SQLAlchemy-1.2.19.tar.gz (5.7MB)\n",
            "\u001b[K    100% |████████████████████████████████| 5.7MB 1.1MB/s \n",
            "\u001b[?25hCollecting python-dateutil<2.8,>=2.7 (from chatterbot)\n",
            "\u001b[?25l  Downloading https://files.pythonhosted.org/packages/74/68/d87d9b36af36f44254a8d512cbfc48369103a3b9e474be9bdfe536abfc45/python_dateutil-2.7.5-py2.py3-none-any.whl (225kB)\n",
            "\u001b[K    100% |████████████████████████████████| 235kB 30.0MB/s \n",
            "\u001b[?25hRequirement already satisfied: pymongo<4.0,>=3.3 in /usr/local/lib/python3.6/dist-packages (from chatterbot) (3.7.2)\n",
            "Collecting spacy<2.2,>=2.1 (from chatterbot)\n",
            "\u001b[?25l  Downloading https://files.pythonhosted.org/packages/52/da/3a1c54694c2d2f40df82f38a19ae14c6eb24a5a1a0dae87205ebea7a84d8/spacy-2.1.3-cp36-cp36m-manylinux1_x86_64.whl (27.7MB)\n",
            "\u001b[K    100% |████████████████████████████████| 27.7MB 1.0MB/s \n",
            "\u001b[?25hCollecting mathparse<0.2,>=0.1 (from chatterbot)\n",
            "  Downloading https://files.pythonhosted.org/packages/c3/e5/4910fb85950cb960fcf3f5aabe1c8e55f5c9201788a1c1302b570a7e1f84/mathparse-0.1.2-py3-none-any.whl\n",
            "Requirement already satisfied: six in /usr/local/lib/python3.6/dist-packages (from nltk<4.0,>=3.2->chatterbot) (1.11.0)\n",
            "Requirement already satisfied: numpy>=1.15.0 in /usr/local/lib/python3.6/dist-packages (from spacy<2.2,>=2.1->chatterbot) (1.16.2)\n",
            "Requirement already satisfied: plac<1.0.0,>=0.9.6 in /usr/local/lib/python3.6/dist-packages (from spacy<2.2,>=2.1->chatterbot) (0.9.6)\n",
            "Requirement already satisfied: requests<3.0.0,>=2.13.0 in /usr/local/lib/python3.6/dist-packages (from spacy<2.2,>=2.1->chatterbot) (2.18.4)\n",
            "Collecting blis<0.3.0,>=0.2.2 (from spacy<2.2,>=2.1->chatterbot)\n",
            "\u001b[?25l  Downloading https://files.pythonhosted.org/packages/34/46/b1d0bb71d308e820ed30316c5f0a017cb5ef5f4324bcbc7da3cf9d3b075c/blis-0.2.4-cp36-cp36m-manylinux1_x86_64.whl (3.2MB)\n",
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            "\u001b[?25hRequirement already satisfied: jsonschema<3.0.0,>=2.6.0 in /usr/local/lib/python3.6/dist-packages (from spacy<2.2,>=2.1->chatterbot) (2.6.0)\n",
            "Collecting wasabi<1.1.0,>=0.2.0 (from spacy<2.2,>=2.1->chatterbot)\n",
            "  Downloading https://files.pythonhosted.org/packages/76/6c/0376977df1ba9f0ec27835d80456d9284c79737cb5205649451db1181f01/wasabi-0.2.1-py3-none-any.whl\n",
            "Collecting srsly<1.1.0,>=0.0.5 (from spacy<2.2,>=2.1->chatterbot)\n",
            "\u001b[?25l  Downloading https://files.pythonhosted.org/packages/6b/97/47753e3393aa4b18de9f942fac26f18879d1ae950243a556888f389d1398/srsly-0.0.5-cp36-cp36m-manylinux1_x86_64.whl (180kB)\n",
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            "\u001b[?25hRequirement already satisfied: cymem<2.1.0,>=2.0.2 in /usr/local/lib/python3.6/dist-packages (from spacy<2.2,>=2.1->chatterbot) (2.0.2)\n",
            "Collecting thinc<7.1.0,>=7.0.2 (from spacy<2.2,>=2.1->chatterbot)\n",
            "\u001b[?25l  Downloading https://files.pythonhosted.org/packages/a9/f1/3df317939a07b2fc81be1a92ac10bf836a1d87b4016346b25f8b63dee321/thinc-7.0.4-cp36-cp36m-manylinux1_x86_64.whl (2.1MB)\n",
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            "\u001b[?25hRequirement already satisfied: murmurhash<1.1.0,>=0.28.0 in /usr/local/lib/python3.6/dist-packages (from spacy<2.2,>=2.1->chatterbot) (1.0.2)\n",
            "Requirement already satisfied: preshed<2.1.0,>=2.0.1 in /usr/local/lib/python3.6/dist-packages (from spacy<2.2,>=2.1->chatterbot) (2.0.1)\n",
            "Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.6/dist-packages (from requests<3.0.0,>=2.13.0->spacy<2.2,>=2.1->chatterbot) (2019.3.9)\n",
            "Requirement already satisfied: urllib3<1.23,>=1.21.1 in /usr/local/lib/python3.6/dist-packages (from requests<3.0.0,>=2.13.0->spacy<2.2,>=2.1->chatterbot) (1.22)\n",
            "Requirement already satisfied: chardet<3.1.0,>=3.0.2 in /usr/local/lib/python3.6/dist-packages (from requests<3.0.0,>=2.13.0->spacy<2.2,>=2.1->chatterbot) (3.0.4)\n",
            "Requirement already satisfied: idna<2.7,>=2.5 in /usr/local/lib/python3.6/dist-packages (from requests<3.0.0,>=2.13.0->spacy<2.2,>=2.1->chatterbot) (2.6)\n",
            "Requirement already satisfied: tqdm<5.0.0,>=4.10.0 in /usr/local/lib/python3.6/dist-packages (from thinc<7.1.0,>=7.0.2->spacy<2.2,>=2.1->chatterbot) (4.28.1)\n",
            "Building wheels for collected packages: pyyaml, sqlalchemy\n",
            "  Building wheel for pyyaml (setup.py) ... \u001b[?25ldone\n",
            "\u001b[?25h  Stored in directory: /root/.cache/pip/wheels/ad/56/bc/1522f864feb2a358ea6f1a92b4798d69ac783a28e80567a18b\n",
            "  Building wheel for sqlalchemy (setup.py) ... \u001b[?25ldone\n",
            "\u001b[?25h  Stored in directory: /root/.cache/pip/wheels/2c/90/a7/3b40c6cc468abff357b38fd075429920bd0d313659d889cf8a\n",
            "Successfully built pyyaml sqlalchemy\n",
            "\u001b[31malbumentations 0.1.12 has requirement imgaug<0.2.7,>=0.2.5, but you'll have imgaug 0.2.8 which is incompatible.\u001b[0m\n",
            "Installing collected packages: pyyaml, pint, sqlalchemy, python-dateutil, blis, wasabi, srsly, thinc, spacy, mathparse, chatterbot\n",
            "  Found existing installation: PyYAML 3.13\n",
            "    Uninstalling PyYAML-3.13:\n",
            "      Successfully uninstalled PyYAML-3.13\n",
            "  Found existing installation: SQLAlchemy 1.3.2\n",
            "    Uninstalling SQLAlchemy-1.3.2:\n",
            "      Successfully uninstalled SQLAlchemy-1.3.2\n",
            "  Found existing installation: python-dateutil 2.5.3\n",
            "    Uninstalling python-dateutil-2.5.3:\n",
            "      Successfully uninstalled python-dateutil-2.5.3\n",
            "  Found existing installation: thinc 6.12.1\n",
            "    Uninstalling thinc-6.12.1:\n",
            "      Successfully uninstalled thinc-6.12.1\n",
            "  Found existing installation: spacy 2.0.18\n",
            "    Uninstalling spacy-2.0.18:\n",
            "      Successfully uninstalled spacy-2.0.18\n",
            "Successfully installed blis-0.2.4 chatterbot-1.0.5 mathparse-0.1.2 pint-0.9 python-dateutil-2.7.5 pyyaml-5.1 spacy-2.1.3 sqlalchemy-1.2.19 srsly-0.0.5 thinc-7.0.4 wasabi-0.2.1\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "display_data",
          "data": {
            "application/vnd.colab-display-data+json": {
              "pip_warning": {
                "packages": [
                  "dateutil"
                ]
              }
            }
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "metadata": {
        "id": "52BaL15RETcg",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 391
        },
        "outputId": "e20cf472-cedd-40bd-88d7-c8a9ac83af9e"
      },
      "cell_type": "code",
      "source": [
        "!python -m chatterbot --version"
      ],
      "execution_count": 1,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Traceback (most recent call last):\n",
            "  File \"/usr/lib/python3.6/runpy.py\", line 183, in _run_module_as_main\n",
            "    mod_name, mod_spec, code = _get_module_details(mod_name, _Error)\n",
            "  File \"/usr/lib/python3.6/runpy.py\", line 142, in _get_module_details\n",
            "    return _get_module_details(pkg_main_name, error)\n",
            "  File \"/usr/lib/python3.6/runpy.py\", line 109, in _get_module_details\n",
            "    __import__(pkg_name)\n",
            "  File \"/usr/local/lib/python3.6/dist-packages/chatterbot/__init__.py\", line 4, in <module>\n",
            "    from .chatterbot import ChatBot\n",
            "  File \"/usr/local/lib/python3.6/dist-packages/chatterbot/chatterbot.py\", line 2, in <module>\n",
            "    from chatterbot.storage import StorageAdapter\n",
            "  File \"/usr/local/lib/python3.6/dist-packages/chatterbot/storage/__init__.py\", line 1, in <module>\n",
            "    from chatterbot.storage.storage_adapter import StorageAdapter\n",
            "  File \"/usr/local/lib/python3.6/dist-packages/chatterbot/storage/storage_adapter.py\", line 3, in <module>\n",
            "    from chatterbot.tagging import PosHypernymTagger\n",
            "  File \"/usr/local/lib/python3.6/dist-packages/chatterbot/tagging.py\", line 4, in <module>\n",
            "    from chatterbot.tokenizers import get_sentence_tokenizer\n",
            "  File \"/usr/local/lib/python3.6/dist-packages/chatterbot/tokenizers.py\", line 4, in <module>\n",
            "    from chatterbot.corpus import load_corpus, list_corpus_files\n",
            "  File \"/usr/local/lib/python3.6/dist-packages/chatterbot/corpus.py\", line 5, in <module>\n",
            "    from chatterbot_corpus.corpus import DATA_DIRECTORY\n",
            "ModuleNotFoundError: No module named 'chatterbot_corpus'\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "metadata": {
        "id": "Z-woXpnKHOi5",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 496
        },
        "outputId": "de6c874e-7ab6-472f-ee42-10291bddb20a"
      },
      "cell_type": "code",
      "source": [
        "!pip install chatterbot --upgrade"
      ],
      "execution_count": 2,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Requirement already up-to-date: chatterbot in /usr/local/lib/python3.6/dist-packages (1.0.5)\n",
            "Requirement already satisfied, skipping upgrade: mathparse<0.2,>=0.1 in /usr/local/lib/python3.6/dist-packages (from chatterbot) (0.1.2)\n",
            "Requirement already satisfied, skipping upgrade: pytz in /usr/local/lib/python3.6/dist-packages (from chatterbot) (2018.9)\n",
            "Requirement already satisfied, skipping upgrade: spacy<2.2,>=2.1 in /usr/local/lib/python3.6/dist-packages (from chatterbot) (2.1.3)\n",
            "Requirement already satisfied, skipping upgrade: nltk<4.0,>=3.2 in /usr/local/lib/python3.6/dist-packages (from chatterbot) (3.2.5)\n",
            "Requirement already satisfied, skipping upgrade: pymongo<4.0,>=3.3 in /usr/local/lib/python3.6/dist-packages (from chatterbot) (3.7.2)\n",
            "Requirement already satisfied, skipping upgrade: pyyaml<5.2,>=5.1 in /usr/local/lib/python3.6/dist-packages (from chatterbot) (5.1)\n",
            "Requirement already satisfied, skipping upgrade: sqlalchemy<1.3,>=1.2 in /usr/local/lib/python3.6/dist-packages (from chatterbot) (1.2.19)\n",
            "Requirement already satisfied, skipping upgrade: python-dateutil<2.8,>=2.7 in /usr/local/lib/python3.6/dist-packages (from chatterbot) (2.7.5)\n",
            "Requirement already satisfied, skipping upgrade: pint>=0.8.1 in /usr/local/lib/python3.6/dist-packages (from chatterbot) (0.9)\n",
            "Requirement already satisfied, skipping upgrade: srsly<1.1.0,>=0.0.5 in /usr/local/lib/python3.6/dist-packages (from spacy<2.2,>=2.1->chatterbot) (0.0.5)\n",
            "Requirement already satisfied, skipping upgrade: murmurhash<1.1.0,>=0.28.0 in /usr/local/lib/python3.6/dist-packages (from spacy<2.2,>=2.1->chatterbot) (1.0.2)\n",
            "Requirement already satisfied, skipping upgrade: cymem<2.1.0,>=2.0.2 in /usr/local/lib/python3.6/dist-packages (from spacy<2.2,>=2.1->chatterbot) (2.0.2)\n",
            "Requirement already satisfied, skipping upgrade: numpy>=1.15.0 in /usr/local/lib/python3.6/dist-packages (from spacy<2.2,>=2.1->chatterbot) (1.16.2)\n",
            "Requirement already satisfied, skipping upgrade: blis<0.3.0,>=0.2.2 in /usr/local/lib/python3.6/dist-packages (from spacy<2.2,>=2.1->chatterbot) (0.2.4)\n",
            "Requirement already satisfied, skipping upgrade: plac<1.0.0,>=0.9.6 in /usr/local/lib/python3.6/dist-packages (from spacy<2.2,>=2.1->chatterbot) (0.9.6)\n",
            "Requirement already satisfied, skipping upgrade: thinc<7.1.0,>=7.0.2 in /usr/local/lib/python3.6/dist-packages (from spacy<2.2,>=2.1->chatterbot) (7.0.4)\n",
            "Requirement already satisfied, skipping upgrade: preshed<2.1.0,>=2.0.1 in /usr/local/lib/python3.6/dist-packages (from spacy<2.2,>=2.1->chatterbot) (2.0.1)\n",
            "Requirement already satisfied, skipping upgrade: wasabi<1.1.0,>=0.2.0 in /usr/local/lib/python3.6/dist-packages (from spacy<2.2,>=2.1->chatterbot) (0.2.1)\n",
            "Requirement already satisfied, skipping upgrade: jsonschema<3.0.0,>=2.6.0 in /usr/local/lib/python3.6/dist-packages (from spacy<2.2,>=2.1->chatterbot) (2.6.0)\n",
            "Requirement already satisfied, skipping upgrade: requests<3.0.0,>=2.13.0 in /usr/local/lib/python3.6/dist-packages (from spacy<2.2,>=2.1->chatterbot) (2.18.4)\n",
            "Requirement already satisfied, skipping upgrade: six in /usr/local/lib/python3.6/dist-packages (from nltk<4.0,>=3.2->chatterbot) (1.11.0)\n",
            "Requirement already satisfied, skipping upgrade: tqdm<5.0.0,>=4.10.0 in /usr/local/lib/python3.6/dist-packages (from thinc<7.1.0,>=7.0.2->spacy<2.2,>=2.1->chatterbot) (4.28.1)\n",
            "Requirement already satisfied, skipping upgrade: urllib3<1.23,>=1.21.1 in /usr/local/lib/python3.6/dist-packages (from requests<3.0.0,>=2.13.0->spacy<2.2,>=2.1->chatterbot) (1.22)\n",
            "Requirement already satisfied, skipping upgrade: certifi>=2017.4.17 in /usr/local/lib/python3.6/dist-packages (from requests<3.0.0,>=2.13.0->spacy<2.2,>=2.1->chatterbot) (2019.3.9)\n",
            "Requirement already satisfied, skipping upgrade: chardet<3.1.0,>=3.0.2 in /usr/local/lib/python3.6/dist-packages (from requests<3.0.0,>=2.13.0->spacy<2.2,>=2.1->chatterbot) (3.0.4)\n",
            "Requirement already satisfied, skipping upgrade: idna<2.7,>=2.5 in /usr/local/lib/python3.6/dist-packages (from requests<3.0.0,>=2.13.0->spacy<2.2,>=2.1->chatterbot) (2.6)\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "metadata": {
        "id": "vn7bILyjHWLj",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 496
        },
        "outputId": "fab2c966-aca5-41dc-ac87-a57ee09d8fce"
      },
      "cell_type": "code",
      "source": [
        "!pip install chatterbot"
      ],
      "execution_count": 5,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Requirement already satisfied: chatterbot in /usr/local/lib/python3.6/dist-packages (1.0.5)\n",
            "Requirement already satisfied: pyyaml<5.2,>=5.1 in /usr/local/lib/python3.6/dist-packages (from chatterbot) (5.1)\n",
            "Requirement already satisfied: spacy<2.2,>=2.1 in /usr/local/lib/python3.6/dist-packages (from chatterbot) (2.1.3)\n",
            "Requirement already satisfied: nltk<4.0,>=3.2 in /usr/local/lib/python3.6/dist-packages (from chatterbot) (3.2.5)\n",
            "Requirement already satisfied: sqlalchemy<1.3,>=1.2 in /usr/local/lib/python3.6/dist-packages (from chatterbot) (1.2.19)\n",
            "Requirement already satisfied: pymongo<4.0,>=3.3 in /usr/local/lib/python3.6/dist-packages (from chatterbot) (3.7.2)\n",
            "Requirement already satisfied: mathparse<0.2,>=0.1 in /usr/local/lib/python3.6/dist-packages (from chatterbot) (0.1.2)\n",
            "Requirement already satisfied: pint>=0.8.1 in /usr/local/lib/python3.6/dist-packages (from chatterbot) (0.9)\n",
            "Requirement already satisfied: python-dateutil<2.8,>=2.7 in /usr/local/lib/python3.6/dist-packages (from chatterbot) (2.7.5)\n",
            "Requirement already satisfied: pytz in /usr/local/lib/python3.6/dist-packages (from chatterbot) (2018.9)\n",
            "Requirement already satisfied: thinc<7.1.0,>=7.0.2 in /usr/local/lib/python3.6/dist-packages (from spacy<2.2,>=2.1->chatterbot) (7.0.4)\n",
            "Requirement already satisfied: blis<0.3.0,>=0.2.2 in /usr/local/lib/python3.6/dist-packages (from spacy<2.2,>=2.1->chatterbot) (0.2.4)\n",
            "Requirement already satisfied: srsly<1.1.0,>=0.0.5 in /usr/local/lib/python3.6/dist-packages (from spacy<2.2,>=2.1->chatterbot) (0.0.5)\n",
            "Requirement already satisfied: murmurhash<1.1.0,>=0.28.0 in /usr/local/lib/python3.6/dist-packages (from spacy<2.2,>=2.1->chatterbot) (1.0.2)\n",
            "Requirement already satisfied: requests<3.0.0,>=2.13.0 in /usr/local/lib/python3.6/dist-packages (from spacy<2.2,>=2.1->chatterbot) (2.18.4)\n",
            "Requirement already satisfied: cymem<2.1.0,>=2.0.2 in /usr/local/lib/python3.6/dist-packages (from spacy<2.2,>=2.1->chatterbot) (2.0.2)\n",
            "Requirement already satisfied: jsonschema<3.0.0,>=2.6.0 in /usr/local/lib/python3.6/dist-packages (from spacy<2.2,>=2.1->chatterbot) (2.6.0)\n",
            "Requirement already satisfied: wasabi<1.1.0,>=0.2.0 in /usr/local/lib/python3.6/dist-packages (from spacy<2.2,>=2.1->chatterbot) (0.2.1)\n",
            "Requirement already satisfied: numpy>=1.15.0 in /usr/local/lib/python3.6/dist-packages (from spacy<2.2,>=2.1->chatterbot) (1.16.2)\n",
            "Requirement already satisfied: plac<1.0.0,>=0.9.6 in /usr/local/lib/python3.6/dist-packages (from spacy<2.2,>=2.1->chatterbot) (0.9.6)\n",
            "Requirement already satisfied: preshed<2.1.0,>=2.0.1 in /usr/local/lib/python3.6/dist-packages (from spacy<2.2,>=2.1->chatterbot) (2.0.1)\n",
            "Requirement already satisfied: six in /usr/local/lib/python3.6/dist-packages (from nltk<4.0,>=3.2->chatterbot) (1.11.0)\n",
            "Requirement already satisfied: tqdm<5.0.0,>=4.10.0 in /usr/local/lib/python3.6/dist-packages (from thinc<7.1.0,>=7.0.2->spacy<2.2,>=2.1->chatterbot) (4.28.1)\n",
            "Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.6/dist-packages (from requests<3.0.0,>=2.13.0->spacy<2.2,>=2.1->chatterbot) (2019.3.9)\n",
            "Requirement already satisfied: chardet<3.1.0,>=3.0.2 in /usr/local/lib/python3.6/dist-packages (from requests<3.0.0,>=2.13.0->spacy<2.2,>=2.1->chatterbot) (3.0.4)\n",
            "Requirement already satisfied: urllib3<1.23,>=1.21.1 in /usr/local/lib/python3.6/dist-packages (from requests<3.0.0,>=2.13.0->spacy<2.2,>=2.1->chatterbot) (1.22)\n",
            "Requirement already satisfied: idna<2.7,>=2.5 in /usr/local/lib/python3.6/dist-packages (from requests<3.0.0,>=2.13.0->spacy<2.2,>=2.1->chatterbot) (2.6)\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "metadata": {
        "id": "emJApOvwIINi",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 34
        },
        "outputId": "c5c0f1ea-f9ae-4479-d14e-b18418ef04c8"
      },
      "cell_type": "code",
      "source": [
        "!pip install pyyaml"
      ],
      "execution_count": 8,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Requirement already satisfied: pyyaml in /usr/local/lib/python3.6/dist-packages (3.13)\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "metadata": {
        "id": "55YFQN0NImvi",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 258
        },
        "outputId": "51dc8136-f088-4ad0-edff-8a0057ff4e59"
      },
      "cell_type": "code",
      "source": [
        "!pip install pipenv"
      ],
      "execution_count": 11,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Collecting pipenv\n",
            "\u001b[?25l  Downloading https://files.pythonhosted.org/packages/13/b4/3ffa55f77161cff9a5220f162670f7c5eb00df52e00939e203f601b0f579/pipenv-2018.11.26-py3-none-any.whl (5.2MB)\n",
            "\u001b[K    100% |████████████████████████████████| 5.2MB 6.5MB/s \n",
            "\u001b[?25hRequirement already satisfied: certifi in /usr/local/lib/python3.6/dist-packages (from pipenv) (2019.3.9)\n",
            "Collecting virtualenv-clone>=0.2.5 (from pipenv)\n",
            "  Downloading https://files.pythonhosted.org/packages/ba/f8/50c2b7dbc99e05fce5e5b9d9a31f37c988c99acd4e8dedd720b7b8d4011d/virtualenv_clone-0.5.3-py2.py3-none-any.whl\n",
            "Requirement already satisfied: pip>=9.0.1 in /usr/local/lib/python3.6/dist-packages (from pipenv) (19.0.3)\n",
            "Collecting virtualenv (from pipenv)\n",
            "\u001b[?25l  Downloading https://files.pythonhosted.org/packages/33/5d/314c760d4204f64e4a968275182b7751bd5c3249094757b39ba987dcfb5a/virtualenv-16.4.3-py2.py3-none-any.whl (2.0MB)\n",
            "\u001b[K    100% |████████████████████████████████| 2.0MB 17.1MB/s \n",
            "\u001b[?25hRequirement already satisfied: setuptools>=36.2.1 in /usr/local/lib/python3.6/dist-packages (from pipenv) (40.9.0)\n",
            "Installing collected packages: virtualenv-clone, virtualenv, pipenv\n",
            "Successfully installed pipenv-2018.11.26 virtualenv-16.4.3 virtualenv-clone-0.5.3\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "metadata": {
        "id": "ExchwaJaIDwq",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 394
        },
        "outputId": "92d94e1a-b5d3-4bff-f4e7-8c0cde6cf0dd"
      },
      "cell_type": "code",
      "source": [
        "!pip install chatterbot-corpus"
      ],
      "execution_count": 7,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Collecting chatterbot-corpus\n",
            "\u001b[?25l  Downloading https://files.pythonhosted.org/packages/ed/19/f8b41daf36fe4b0f43e283a820362ffdb2c1128600ab4ee187e84262fa4d/chatterbot_corpus-1.2.0-py2.py3-none-any.whl (117kB)\n",
            "\u001b[K    100% |████████████████████████████████| 122kB 6.2MB/s \n",
            "\u001b[?25hCollecting PyYAML<4.0,>=3.12 (from chatterbot-corpus)\n",
            "\u001b[?25l  Downloading https://files.pythonhosted.org/packages/9e/a3/1d13970c3f36777c583f136c136f804d70f500168edc1edea6daa7200769/PyYAML-3.13.tar.gz (270kB)\n",
            "\u001b[K    100% |████████████████████████████████| 276kB 27.7MB/s \n",
            "\u001b[?25hBuilding wheels for collected packages: PyYAML\n",
            "  Building wheel for PyYAML (setup.py) ... \u001b[?25ldone\n",
            "\u001b[?25h  Stored in directory: /root/.cache/pip/wheels/ad/da/0c/74eb680767247273e2cf2723482cb9c924fe70af57c334513f\n",
            "Successfully built PyYAML\n",
            "\u001b[31mchatterbot 1.0.5 has requirement pyyaml<5.2,>=5.1, but you'll have pyyaml 3.13 which is incompatible.\u001b[0m\n",
            "Installing collected packages: PyYAML, chatterbot-corpus\n",
            "  Found existing installation: PyYAML 5.1\n",
            "    Uninstalling PyYAML-5.1:\n",
            "      Successfully uninstalled PyYAML-5.1\n",
            "Successfully installed PyYAML-3.13 chatterbot-corpus-1.2.0\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "display_data",
          "data": {
            "application/vnd.colab-display-data+json": {
              "pip_warning": {
                "packages": [
                  "yaml"
                ]
              }
            }
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "metadata": {
        "id": "oym0iZDjIqGM",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 666
        },
        "outputId": "e1102bba-da69-4c16-ad4d-86e5aacc72da"
      },
      "cell_type": "code",
      "source": [
        "!pipenv install git+https://github.com/gunthercox/chatterbot-corpus.git#egg=chatterbot-corpus"
      ],
      "execution_count": 12,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "\u001b[39m\u001b[1mCreating a virtualenv for this project…\u001b[39m\u001b[22m\n",
            "Pipfile: \u001b[31m\u001b[1m/content/Pipfile\u001b[39m\u001b[22m\n",
            "\u001b[39m\u001b[1mUsing\u001b[39m\u001b[22m \u001b[31m\u001b[1m/usr/bin/python3\u001b[39m\u001b[22m \u001b[32m\u001b[22m(3.6.7)\u001b[39m\u001b[22m \u001b[39m\u001b[1mto create virtualenv…\u001b[39m\u001b[22m\n",
            "⠋\u001b[0m Creating virtual environment...\u001b[K\u001b[34m\u001b[22mAlready using interpreter /usr/bin/python3\n",
            "Using base prefix '/usr'\n",
            "New python executable in /root/.local/share/virtualenvs/content-cQIIIOO2/bin/python3\n",
            "Also creating executable in /root/.local/share/virtualenvs/content-cQIIIOO2/bin/python\n",
            "Installing setuptools, pip, wheel...\n",
            "done.\n",
            "\u001b[39m\u001b[22m\n",
            "\u001b[K\u001b[?25h\u001b[32m\u001b[22m✔ Successfully created virtual environment!\u001b[39m\u001b[22m\u001b[0m \n",
            "Virtualenv location: \u001b[32m\u001b[22m/root/.local/share/virtualenvs/content-cQIIIOO2\u001b[39m\u001b[22m\n",
            "\u001b[39m\u001b[1mCreating a Pipfile for this project…\u001b[39m\u001b[22m\n",
            "\u001b[39m\u001b[1mInstalling \u001b[32m\u001b[1mgit+https://github.com/gunthercox/chatterbot-corpus.git#egg=chatterbot-corpus\u001b[39m\u001b[22m…\u001b[39m\u001b[22m\n",
            "\u001b[K\u001b[31m\u001b[1mWarning\u001b[39m\u001b[22m: You installed a VCS dependency in non-editable mode. This will work fine, but sub-dependencies will not be resolved by \u001b[31m\u001b[22m$ pipenv lock\u001b[39m\u001b[22m.\n",
            "  To enable this sub-dependency functionality, specify that this dependency is editable.\n",
            "\u001b[34m\u001b[22mCollecting chatterbot-corpus from git+https://github.com/gunthercox/chatterbot-corpus.git#egg=chatterbot-corpus\n",
            "  Cloning https://github.com/gunthercox/chatterbot-corpus.git to /tmp/pip-install-743_eio4/chatterbot-corpus\n",
            "Building wheels for collected packages: chatterbot-corpus\n",
            "  Building wheel for chatterbot-corpus (setup.py): started\n",
            "  Building wheel for chatterbot-corpus (setup.py): finished with status 'done'\n",
            "  Stored in directory: /tmp/pip-ephem-wheel-cache-pzvteb10/wheels/94/c6/55/fbad41acced76fe241a3603df533ccc244c04854d70c0f61c2\n",
            "Successfully built chatterbot-corpus\n",
            "Installing collected packages: chatterbot-corpus\n",
            "Successfully installed chatterbot-corpus-1.2.0\n",
            "\u001b[39m\u001b[22m\n",
            "\u001b[K\u001b[39m\u001b[1mAdding\u001b[39m\u001b[22m \u001b[32m\u001b[1mchatterbot-corpus\u001b[39m\u001b[22m \u001b[39m\u001b[1mto Pipfile's\u001b[39m\u001b[22m \u001b[31m\u001b[1m[packages]\u001b[39m\u001b[22m\u001b[39m\u001b[1m…\u001b[39m\u001b[22m\n",
            "\u001b[K\u001b[?25h✔ Installation Succeeded\u001b[0m \n",
            "\u001b[39m\u001b[1mPipfile.lock not found, creating…\u001b[39m\u001b[22m\n",
            "\u001b[39m\u001b[22mLocking\u001b[39m\u001b[22m \u001b[31m\u001b[22m[dev-packages]\u001b[39m\u001b[22m \u001b[39m\u001b[22mdependencies…\u001b[39m\u001b[22m\n",
            "\u001b[39m\u001b[22mLocking\u001b[39m\u001b[22m \u001b[31m\u001b[22m[packages]\u001b[39m\u001b[22m \u001b[39m\u001b[22mdependencies…\u001b[39m\u001b[22m\n",
            "\u001b[K\u001b[?25h\u001b[32m\u001b[22m✔ Success!\u001b[39m\u001b[22m\u001b[0m \n",
            "\u001b[39m\u001b[1mUpdated Pipfile.lock (80ab31)!\u001b[39m\u001b[22m\n",
            "\u001b[39m\u001b[1mInstalling dependencies from Pipfile.lock (80ab31)…\u001b[39m\u001b[22m\n",
            "  🐍   \u001b[32m\u001b[1m▉\u001b[39m\u001b[22m\u001b[32m\u001b[1m▉\u001b[39m\u001b[22m\u001b[32m\u001b[1m▉\u001b[39m\u001b[22m\u001b[32m\u001b[1m▉\u001b[39m\u001b[22m\u001b[32m\u001b[1m▉\u001b[39m\u001b[22m\u001b[32m\u001b[1m▉\u001b[39m\u001b[22m\u001b[32m\u001b[1m▉\u001b[39m\u001b[22m\u001b[32m\u001b[1m▉\u001b[39m\u001b[22m\u001b[32m\u001b[1m▉\u001b[39m\u001b[22m\u001b[32m\u001b[1m▉\u001b[39m\u001b[22m\u001b[32m\u001b[1m▉\u001b[39m\u001b[22m\u001b[32m\u001b[1m▉\u001b[39m\u001b[22m\u001b[32m\u001b[1m▉\u001b[39m\u001b[22m\u001b[32m\u001b[1m▉\u001b[39m\u001b[22m\u001b[32m\u001b[1m▉\u001b[39m\u001b[22m\u001b[32m\u001b[1m▉\u001b[39m\u001b[22m\u001b[32m\u001b[1m▉\u001b[39m\u001b[22m\u001b[32m\u001b[1m▉\u001b[39m\u001b[22m\u001b[32m\u001b[1m▉\u001b[39m\u001b[22m\u001b[32m\u001b[1m▉\u001b[39m\u001b[22m\u001b[32m\u001b[1m▉\u001b[39m\u001b[22m\u001b[32m\u001b[1m▉\u001b[39m\u001b[22m\u001b[32m\u001b[1m▉\u001b[39m\u001b[22m\u001b[32m\u001b[1m▉\u001b[39m\u001b[22m\u001b[32m\u001b[1m▉\u001b[39m\u001b[22m\u001b[32m\u001b[1m▉\u001b[39m\u001b[22m\u001b[32m\u001b[1m▉\u001b[39m\u001b[22m\u001b[32m\u001b[1m▉\u001b[39m\u001b[22m\u001b[32m\u001b[1m▉\u001b[39m\u001b[22m\u001b[32m\u001b[1m▉\u001b[39m\u001b[22m\u001b[32m\u001b[1m▉\u001b[39m\u001b[22m\u001b[32m\u001b[1m▉\u001b[39m\u001b[22m 1/1 — \u001b[30m\u001b[22m00:00:02\u001b[39m\u001b[22m\n",
            "To activate this project's virtualenv, run \u001b[31m\u001b[22mpipenv shell\u001b[39m\u001b[22m.\n",
            "Alternatively, run a command inside the virtualenv with \u001b[31m\u001b[22mpipenv run\u001b[39m\u001b[22m.\n",
            "\u001b[0m"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "metadata": {
        "id": "Oytj-OIEJrB3",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 170
        },
        "outputId": "78369e34-da4b-4622-fbde-73d1df6ce5b2"
      },
      "cell_type": "code",
      "source": [
        "!pipenv shell"
      ],
      "execution_count": 13,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Launching subshell in virtual environment…\n",
            " . /root/.local/share/virtualenvs/content-cQIIIOO2/bin/activate\n",
            "in/activate\n",
            "(content) \u001b]0;root@5acfbea21821: /content\u0007\u001b[01;32mroot@5acfbea21821\u001b[00m:\u001b[01;34m/content\u001b[00m# \n",
            "(content) \u001b]0;root@5acfbea21821: /content\u0007\u001b[01;32mroot@5acfbea21821\u001b[00m:\u001b[01;34m/content\u001b[00m# \n",
            "(content) \u001b]0;root@5acfbea21821: /content\u0007\u001b[01;32mroot@5acfbea21821\u001b[00m:\u001b[01;34m/content\u001b[00m# \n",
            "(content) \u001b]0;root@5acfbea21821: /content\u0007\u001b[01;32mroot@5acfbea21821\u001b[00m:\u001b[01;34m/content\u001b[00m# deactivate\n",
            "\u001b]0;root@5acfbea21821: /content\u0007\u001b[01;32mroot@5acfbea21821\u001b[00m:\u001b[01;34m/content\u001b[00m# exit\n",
            "exit\n",
            "\u001b[0m"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "metadata": {
        "id": "kCbmPi5tKOO6",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 34
        },
        "outputId": "fc603aba-78b1-4b30-f4f0-7c5a848f5615"
      },
      "cell_type": "code",
      "source": [
        "cd /root/.local/share/virtualenvs/content-cQIIIOO2/bin/"
      ],
      "execution_count": 20,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "/root/.local/share/virtualenvs/content-cQIIIOO2/bin\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "metadata": {
        "id": "jzWjO53vKg0Q",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 340
        },
        "outputId": "25fc3348-1b08-4bb8-8606-7005cf203af5"
      },
      "cell_type": "code",
      "source": [
        "ls -la"
      ],
      "execution_count": 21,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "total 4480\n",
            "drwxr-xr-x 2 root root    4096 Apr 20 09:46 \u001b[0m\u001b[01;34m.\u001b[0m/\n",
            "drwxr-xr-x 6 root root    4096 Apr 20 09:46 \u001b[01;34m..\u001b[0m/\n",
            "-rw-r--r-- 1 root root    2143 Apr 20 09:46 activate\n",
            "-rw-r--r-- 1 root root    1153 Apr 20 09:46 activate.csh\n",
            "-rw-r--r-- 1 root root    3099 Apr 20 09:46 activate.fish\n",
            "-rw-r--r-- 1 root root    1540 Apr 20 09:46 activate.ps1\n",
            "-rw-r--r-- 1 root root    1512 Apr 20 09:46 activate_this.py\n",
            "-rw-r--r-- 1 root root    1023 Apr 20 09:46 activate.xsh\n",
            "-rwxr-xr-x 1 root root     276 Apr 20 09:46 \u001b[01;32measy_install\u001b[0m*\n",
            "-rwxr-xr-x 1 root root     276 Apr 20 09:46 \u001b[01;32measy_install-3.6\u001b[0m*\n",
            "-rwxr-xr-x 1 root root     258 Apr 20 09:46 \u001b[01;32mpip\u001b[0m*\n",
            "-rwxr-xr-x 1 root root     258 Apr 20 09:46 \u001b[01;32mpip3\u001b[0m*\n",
            "-rwxr-xr-x 1 root root     258 Apr 20 09:46 \u001b[01;32mpip3.6\u001b[0m*\n",
            "lrwxrwxrwx 1 root root       7 Apr 20 09:46 \u001b[01;36mpython\u001b[0m -> \u001b[01;32mpython3\u001b[0m*\n",
            "-rwxr-xr-x 1 root root 4522328 Apr 20 09:46 \u001b[01;32mpython3\u001b[0m*\n",
            "lrwxrwxrwx 1 root root       7 Apr 20 09:46 \u001b[01;36mpython3.6\u001b[0m -> \u001b[01;32mpython3\u001b[0m*\n",
            "-rwxr-xr-x 1 root root    2365 Apr 20 09:46 \u001b[01;32mpython-config\u001b[0m*\n",
            "-rwxr-xr-x 1 root root     254 Apr 20 09:46 \u001b[01;32mwheel\u001b[0m*\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "metadata": {
        "id": "4oWHoEIqKz0H",
        "colab_type": "code",
        "colab": {}
      },
      "cell_type": "code",
      "source": [
        "!source ./activate"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "metadata": {
        "id": "Z-5NJNe1HlwK",
        "colab_type": "text"
      },
      "cell_type": "markdown",
      "source": [
        "# Khởi tạo chatbot"
      ]
    },
    {
      "metadata": {
        "id": "O5XyV5PjHosC",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 34
        },
        "outputId": "64d80d67-d63c-42a6-d6d6-4700c16f14c6"
      },
      "cell_type": "code",
      "source": [
        "!python -m chatterbot --version"
      ],
      "execution_count": 27,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "1.0.5\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "metadata": {
        "id": "De42kvo1He3q",
        "colab_type": "code",
        "colab": {}
      },
      "cell_type": "code",
      "source": [
        "from chatterbot import ChatBot"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "metadata": {
        "id": "5Jq_JQOVLi3n",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 136
        },
        "outputId": "ebb90d10-c5c2-40d0-ae1d-b0906446e35f"
      },
      "cell_type": "code",
      "source": [
        "chatbot = ChatBot(\"Transporter\")"
      ],
      "execution_count": 29,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "[nltk_data] Downloading package stopwords to /root/nltk_data...\n",
            "[nltk_data]   Unzipping corpora/stopwords.zip.\n",
            "[nltk_data] Downloading package wordnet to /root/nltk_data...\n",
            "[nltk_data]   Unzipping corpora/wordnet.zip.\n",
            "[nltk_data] Downloading package averaged_perceptron_tagger to\n",
            "[nltk_data]     /root/nltk_data...\n",
            "[nltk_data]   Unzipping taggers/averaged_perceptron_tagger.zip.\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "metadata": {
        "id": "XWqWEjmcMNHG",
        "colab_type": "text"
      },
      "cell_type": "markdown",
      "source": [
        "# Huan luyen\n",
        "\n",
        "https://github.com/gunthercox/ChatterBot/issues/1555"
      ]
    },
    {
      "metadata": {
        "id": "7onUuu41Lvdr",
        "colab_type": "code",
        "colab": {}
      },
      "cell_type": "code",
      "source": [
        "from chatterbot.trainers import ListTrainer"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "metadata": {
        "id": "SnZVrunvMPnI",
        "colab_type": "code",
        "colab": {}
      },
      "cell_type": "code",
      "source": [
        "conversation = [\n",
        "    \"Hello\",\n",
        "    \"Hi there!\",\n",
        "    \"How are you doing?\",\n",
        "    \"I'm doing great.\",\n",
        "    \"That is good to hear\",\n",
        "    \"Thank you.\",\n",
        "    \"You're welcome.\"\n",
        "]"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "metadata": {
        "id": "DZTBYy14MSNI",
        "colab_type": "code",
        "colab": {}
      },
      "cell_type": "code",
      "source": [
        "trainer = ListTrainer(chatbot)"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "metadata": {
        "id": "zY3Ie2rCMVC4",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 88
        },
        "outputId": "b639aa3d-5c6d-4ea7-ba39-11560026449f"
      },
      "cell_type": "code",
      "source": [
        "trainer.train(conversation)"
      ],
      "execution_count": 34,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "\rList Trainer: [###                 ] 14%"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            "/usr/local/lib/python3.6/dist-packages/chatterbot/corpus.py:38: YAMLLoadWarning: calling yaml.load() without Loader=... is deprecated, as the default Loader is unsafe. Please read https://msg.pyyaml.org/load for full details.\n",
            "  return yaml.load(data_file)\n"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "List Trainer: [####################] 100%\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "metadata": {
        "id": "NNG_m3kMNj86",
        "colab_type": "text"
      },
      "cell_type": "markdown",
      "source": [
        "# Test chatbot"
      ]
    },
    {
      "metadata": {
        "id": "Np-YqkFLNT_b",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 34
        },
        "outputId": "88329c65-2e5c-4f04-b4c9-1c66f1e0ec3f"
      },
      "cell_type": "code",
      "source": [
        "response = chatbot.get_response(\"Xin chao\")\n",
        "print(response)"
      ],
      "execution_count": 43,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "How are you today?\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "metadata": {
        "id": "5gyhz_UMNuTa",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 374
        },
        "outputId": "49f9ac3a-9929-44b9-906e-10604d299764"
      },
      "cell_type": "code",
      "source": [
        "ls -la"
      ],
      "execution_count": 48,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "total 4760\n",
            "drwxr-xr-x 2 root root    4096 Apr 20 10:35 \u001b[0m\u001b[01;34m.\u001b[0m/\n",
            "drwxr-xr-x 6 root root    4096 Apr 20 09:46 \u001b[01;34m..\u001b[0m/\n",
            "-rw-r--r-- 1 root root    2143 Apr 20 09:46 activate\n",
            "-rw-r--r-- 1 root root    1153 Apr 20 09:46 activate.csh\n",
            "-rw-r--r-- 1 root root    3099 Apr 20 09:46 activate.fish\n",
            "-rw-r--r-- 1 root root    1540 Apr 20 09:46 activate.ps1\n",
            "-rw-r--r-- 1 root root    1512 Apr 20 09:46 activate_this.py\n",
            "-rw-r--r-- 1 root root    1023 Apr 20 09:46 activate.xsh\n",
            "-rw-r--r-- 1 root root  258048 Apr 20 10:35 db.sqlite3\n",
            "-rwxr-xr-x 1 root root     276 Apr 20 09:46 \u001b[01;32measy_install\u001b[0m*\n",
            "-rwxr-xr-x 1 root root     276 Apr 20 09:46 \u001b[01;32measy_install-3.6\u001b[0m*\n",
            "-rwxr-xr-x 1 root root     258 Apr 20 09:46 \u001b[01;32mpip\u001b[0m*\n",
            "-rwxr-xr-x 1 root root     258 Apr 20 09:46 \u001b[01;32mpip3\u001b[0m*\n",
            "-rwxr-xr-x 1 root root     258 Apr 20 09:46 \u001b[01;32mpip3.6\u001b[0m*\n",
            "lrwxrwxrwx 1 root root       7 Apr 20 09:46 \u001b[01;36mpython\u001b[0m -> \u001b[01;32mpython3\u001b[0m*\n",
            "-rwxr-xr-x 1 root root 4522328 Apr 20 09:46 \u001b[01;32mpython3\u001b[0m*\n",
            "lrwxrwxrwx 1 root root       7 Apr 20 09:46 \u001b[01;36mpython3.6\u001b[0m -> \u001b[01;32mpython3\u001b[0m*\n",
            "-rwxr-xr-x 1 root root    2365 Apr 20 09:46 \u001b[01;32mpython-config\u001b[0m*\n",
            "-rw-r--r-- 1 root root   24191 Apr 20 10:05 sentence_tokenizer.pickle\n",
            "-rwxr-xr-x 1 root root     254 Apr 20 09:46 \u001b[01;32mwheel\u001b[0m*\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "metadata": {
        "id": "Z26f8mwuT2gO",
        "colab_type": "text"
      },
      "cell_type": "markdown",
      "source": [
        "# Train voi Data co san"
      ]
    },
    {
      "metadata": {
        "id": "YrgrzKV9N-VA",
        "colab_type": "code",
        "colab": {}
      },
      "cell_type": "code",
      "source": [
        "from chatterbot.trainers import ChatterBotCorpusTrainer"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "metadata": {
        "id": "X_t32ONkT6WY",
        "colab_type": "code",
        "colab": {}
      },
      "cell_type": "code",
      "source": [
        "trainer = ChatterBotCorpusTrainer(chatbot)"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "metadata": {
        "id": "QQe4izJlT9sW",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 394
        },
        "outputId": "78cb5e43-e63e-4d9f-fd8a-3f3dc1f8b055"
      },
      "cell_type": "code",
      "source": [
        "trainer.train(\n",
        "    \"chatterbot.corpus.english\"\n",
        ")"
      ],
      "execution_count": 46,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Training ai.yml: [##                  ] 12%"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            "/usr/local/lib/python3.6/dist-packages/chatterbot/corpus.py:38: YAMLLoadWarning: calling yaml.load() without Loader=... is deprecated, as the default Loader is unsafe. Please read https://msg.pyyaml.org/load for full details.\n",
            "  return yaml.load(data_file)\n"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "\n",
            "Training botprofile.yml: [####################] 100%\n",
            "Training computers.yml: [####################] 100%\n",
            "Training conversations.yml: [####################] 100%\n",
            "Training emotion.yml: [####################] 100%\n",
            "Training food.yml: [####################] 100%\n",
            "Training gossip.yml: [####################] 100%\n",
            "Training greetings.yml: [####################] 100%\n",
            "Training health.yml: [####################] 100%\n",
            "Training history.yml: [####################] 100%\n",
            "Training humor.yml: [####################] 100%\n",
            "Training literature.yml: [####################] 100%\n",
            "Training money.yml: [####################] 100%\n",
            "\n",
            "Training politics.yml: [####################] 100%\n",
            "Training psychology.yml: [####################] 100%\n",
            "Training science.yml: [####################] 100%\n",
            "Training sports.yml: [####################] 100%\n",
            "\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "metadata": {
        "id": "LurRKE3CUFGV",
        "colab_type": "text"
      },
      "cell_type": "markdown",
      "source": [
        "# Train voi data rieng\n",
        "\n",
        "trainer.train(\n",
        "    \"./data/greetings_corpus/custom.corpus.json\",\n",
        "    \"./data/my_corpus/\"\n",
        ")"
      ]
    },
    {
      "metadata": {
        "id": "yK3KYxnbUAfz",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 34
        },
        "outputId": "895ca8bb-094b-4a8f-cdf7-ac586b5cb95d"
      },
      "cell_type": "code",
      "source": [
        "response = chatbot.get_response(\"What's your name?\")\n",
        "print(response)"
      ],
      "execution_count": 47,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "that's for sure. i don't know what a real man is.\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "metadata": {
        "id": "zu-uY9wvUSb6",
        "colab_type": "code",
        "colab": {}
      },
      "cell_type": "code",
      "source": [
        "cp db.sqlite3 /tmp"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "metadata": {
        "id": "dxjg6xqeYw1q",
        "colab_type": "code",
        "colab": {}
      },
      "cell_type": "code",
      "source": [
        ""
      ],
      "execution_count": 0,
      "outputs": []
    }
  ]
}