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‎Bots project/ChatBot_Using_ChatterBot.ipynb

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{
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"# Basic Chatbot using ChatterBot"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"import chatterbot\n",
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"from chatterbot import ChatBot\n",
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"from chatterbot.trainers import ListTrainer"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 22,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"List Trainer: [####################] 100%\n"
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]
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}
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],
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"source": [
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"#Let's give a name to your chat bot\n",
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"chatbot = ChatBot('Veronica')\n",
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"\n",
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"#Train the bot\n",
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"chatbot.set_trainer(ListTrainer)\n",
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"chatbot.train(['What is your name?', 'My name is Veronica'])"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 23,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"<Statement text:My name is Veronica>"
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]
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},
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"execution_count": 23,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"#let's test the bot\n",
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"chatbot.get_response('What is your name?')"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 24,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"List Trainer: [####################] 100%\n"
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]
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}
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],
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"source": [
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"#Let's train the bot with more data\n",
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"conversations = [\n",
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" 'Are you an artist?', 'No, are you mad? I am a bot',\n",
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" 'Do you like big bang theory?', 'Bazinga!',\n",
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" 'What is my name?', 'Natasha',\n",
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" 'What color is the sky?', 'Blue, stop asking me stupid questions'\n",
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"]\n",
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"\n",
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"chatbot.train(conversations)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 25,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"<Statement text:Bazinga!>"
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]
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},
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"execution_count": 25,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"chatbot.get_response('Do you like big bang theory?')"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 27,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"ai.yml Training: [####################] 100%\n",
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"botprofile.yml Training: [####################] 100%\n",
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"computers.yml Training: [####################] 100%\n",
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"conversations.yml Training: [####################] 100%\n",
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"emotion.yml Training: [####################] 100%\n",
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"food.yml Training: [####################] 100%\n",
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"gossip.yml Training: [####################] 100%\n",
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"greetings.yml Training: [####################] 100%\n",
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"history.yml Training: [####################] 100%\n",
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"humor.yml Training: [####################] 100%\n",
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"literature.yml Training: [####################] 100%\n",
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"money.yml Training: [####################] 100%\n",
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"movies.yml Training: [####################] 100%\n",
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"politics.yml Training: [####################] 100%\n",
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"psychology.yml Training: [####################] 100%\n",
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"science.yml Training: [####################] 100%\n",
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"sports.yml Training: [####################] 100%\n",
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"trivia.yml Training: [####################] 100%\n"
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]
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}
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],
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"source": [
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"#Let's use chatterbot corpus to train the bot\n",
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"from chatterbot.trainers import ChatterBotCorpusTrainer\n",
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"chatbot.set_trainer(ChatterBotCorpusTrainer)\n",
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"chatbot.train(\"chatterbot.corpus.english\")"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 28,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"<Statement text:Richard Nixon>"
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]
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},
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"execution_count": 28,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"chatbot.get_response('Who is the President of America?')"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 29,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"<Statement text:Python.>"
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]
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},
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"execution_count": 29,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"chatbot.get_response('What language do you speak?')"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 33,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"<Statement text:How are you doing?>"
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]
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},
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"execution_count": 33,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"chatbot.get_response('Hi')"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"The bot needs some intelligence. "
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]
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": "Python 3",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"codemirror_mode": {
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"name": "ipython",
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"version": 3
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},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.6.4"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 2
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}

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