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Merge remote-tracking branch 'upstream/master'
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‎examples/notebooks/conversation_v1.ipynb‎

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{
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"cells": [
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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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"collapsed": false,
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"deletable": true,
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"editable": true
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},
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"outputs": [],
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"source": [
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"import json\n",
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"import sys\n",
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"import os\n",
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"sys.path.append(os.path.join(os.getcwd(),'..','..'))\n",
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"import watson_developer_cloud"
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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": 14,
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"metadata": {
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"collapsed": true,
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"deletable": true,
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"editable": true
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},
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"outputs": [],
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"source": [
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"USERNAME = os.environ.get('CONVERSATION_USERNAME','<USERNAME>')\n",
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"PASSWORD = os.environ.get('CONVERSATION_PASSWORD','<PASSWORD>')"
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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": 15,
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"metadata": {
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"collapsed": false,
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"deletable": true,
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"editable": true
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},
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"outputs": [],
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"source": [
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"conversation = watson_developer_cloud.ConversationV1(username=USERNAME,\n",
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" password=PASSWORD,\n",
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" version='2016-09-20')"
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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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"collapsed": false,
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"deletable": true,
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"editable": true
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},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"{'pagination': {'refresh_url': '/v1/workspaces?version=2016-09-20'},\n",
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" 'workspaces': [{'created': '2017-02-09T19:46:26.792Z',\n",
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" 'description': 'yo dawg',\n",
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" 'language': 'en',\n",
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" 'metadata': None,\n",
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" 'name': 'development',\n",
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" 'updated': '2017-02-09T20:00:38.558Z',\n",
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" 'workspace_id': '8c8ee3b3-6149-4bc0-ba66-6517fd6c976a'}]}"
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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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"conversation.list_workspaces()"
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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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"collapsed": false,
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"deletable": true,
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"editable": true
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},
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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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"{'name': 'my experimental workspace', 'created': '2017-02-09T21:48:35.245Z', 'updated': '2017-02-09T21:48:35.245Z', 'language': 'en', 'metadata': None, 'description': 'an experimental workspace', 'workspace_id': 'dbd1211f-3abb-4165-8a67-8bfa95410aa9'}\n"
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]
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}
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],
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"source": [
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"new_workspace = conversation.create_workspace(name='my experimental workspace',\n",
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" description='an experimental workspace',\n",
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" language='en',\n",
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" intents=[{\n",
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" \"intent\": \"orderpizza\",\n",
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" \"examples\": [\n",
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" {\n",
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" \"text\": \"can I order a pizza?\"\n",
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" },\n",
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" {\n",
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" \"text\": \"I want to order a pizza\"\n",
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" },\n",
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" {\n",
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" \"text\": \"pizza order\"\n",
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" },\n",
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" {\n",
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" \"text\": \"pizza to go\"\n",
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" }\n",
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" ],\n",
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" \"description\": \"pizza intents\"\n",
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" }\n",
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" ],\n",
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" dialog_nodes=[{'conditions': '#orderpizza',\n",
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" 'context': None,\n",
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" 'description': None,\n",
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" 'dialog_node': 'YesYouCan',\n",
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" 'go_to': None,\n",
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" 'metadata': None,\n",
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" 'output': {'text': {'selection_policy': 'random',\n",
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" 'values': \n",
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" ['Yes You can!', 'Of course!']}},\n",
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" 'parent': None,\n",
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" 'previous_sibling': None,}])\n",
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"print(new_workspace)"
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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": 31,
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"metadata": {
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"collapsed": false,
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"deletable": true,
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"editable": true
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},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"{'created': '2017-02-09T21:48:35.245Z',\n",
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" 'description': 'an experimental workspace',\n",
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" 'language': 'en',\n",
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" 'metadata': None,\n",
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" 'name': 'my experimental workspace',\n",
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" 'status': 'Training',\n",
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" 'updated': '2017-02-09T21:48:35.245Z',\n",
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" 'workspace_id': 'dbd1211f-3abb-4165-8a67-8bfa95410aa9'}"
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]
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},
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"execution_count": 31,
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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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"conversation.get_workspace(workspace_id=new_workspace['workspace_id'])"
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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": 20,
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"metadata": {
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"collapsed": false,
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"deletable": true,
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"editable": true
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},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"{'created': '2017-02-09T21:39:30.390Z',\n",
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" 'description': 'an experimental workspace',\n",
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" 'language': 'en',\n",
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" 'metadata': None,\n",
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" 'name': 'changed name',\n",
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" 'updated': '2017-02-09T21:39:59.124Z',\n",
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" 'workspace_id': '66e78807-13fa-47ae-9251-dd8c89c8fd19'}"
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]
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},
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"execution_count": 20,
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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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"new_workspace['name'] = 'changed name'\n",
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"conversation.update_workspace(new_workspace['workspace_id'], name=new_workspace['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": 32,
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"metadata": {
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"collapsed": false,
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"deletable": true,
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"editable": true
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},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"{'counterexamples': [],\n",
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" 'created': '2017-02-09T21:48:35.245Z',\n",
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" 'description': 'an experimental workspace',\n",
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" 'dialog_nodes': [{'conditions': '#orderpizza',\n",
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" 'context': None,\n",
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" 'created': '2017-02-09T21:48:35.245Z',\n",
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" 'description': None,\n",
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" 'dialog_node': 'YesYouCan',\n",
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" 'go_to': None,\n",
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" 'metadata': None,\n",
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" 'output': {'text': {'selection_policy': 'random',\n",
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" 'values': ['Yes You can!', 'Of course!']}},\n",
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" 'parent': None,\n",
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" 'previous_sibling': None,\n",
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" 'updated': '2017-02-09T21:48:35.245Z'}],\n",
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" 'entities': [],\n",
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" 'intents': [{'created': '2017-02-09T21:48:35.245Z',\n",
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" 'description': 'pizza intents',\n",
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" 'examples': [{'created': '2017-02-09T21:48:35.245Z',\n",
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" 'text': 'can I order a pizza?',\n",
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" 'updated': '2017-02-09T21:48:35.245Z'},\n",
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" {'created': '2017-02-09T21:48:35.245Z',\n",
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" 'text': 'I want to order a pizza',\n",
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" 'updated': '2017-02-09T21:48:35.245Z'},\n",
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" {'created': '2017-02-09T21:48:35.245Z',\n",
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" 'text': 'pizza order',\n",
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" 'updated': '2017-02-09T21:48:35.245Z'},\n",
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" {'created': '2017-02-09T21:48:35.245Z',\n",
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" 'text': 'pizza to go',\n",
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" 'updated': '2017-02-09T21:48:35.245Z'}],\n",
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" 'intent': 'orderpizza',\n",
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" 'updated': '2017-02-09T21:48:35.245Z'}],\n",
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" 'language': 'en',\n",
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" 'metadata': None,\n",
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" 'name': 'my experimental workspace',\n",
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" 'status': 'Available',\n",
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" 'updated': '2017-02-09T21:48:35.245Z',\n",
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" 'workspace_id': 'dbd1211f-3abb-4165-8a67-8bfa95410aa9'}"
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]
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},
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"execution_count": 32,
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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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"conversation.get_workspace(new_workspace['workspace_id'], export=True)"
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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": 34,
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"metadata": {
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"collapsed": false,
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"deletable": true,
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"editable": true
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},
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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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"{\n",
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" \"intents\": [\n",
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" {\n",
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" \"intent\": \"orderpizza\",\n",
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" \"confidence\": 1\n",
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" }\n",
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" ],\n",
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" \"entities\": [],\n",
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" \"input\": {\n",
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" \"text\": \"can I order a pizza?\"\n",
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" },\n",
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" \"output\": {\n",
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" \"log_messages\": [],\n",
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" \"text\": [\n",
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" \"Of course!\"\n",
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" ],\n",
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" \"nodes_visited\": [\n",
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" \"YesYouCan\"\n",
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" ]\n",
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" },\n",
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" \"context\": {\n",
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" \"conversation_id\": \"972f212d-be0f-47fd-a82d-a6f917e16cfd\",\n",
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" \"system\": {\n",
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" \"dialog_stack\": [\n",
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" {\n",
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" \"dialog_node\": \"root\"\n",
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" }\n",
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" ],\n",
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" \"dialog_turn_counter\": 1,\n",
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" \"dialog_request_counter\": 1,\n",
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" \"_node_output_map\": {\n",
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" \"YesYouCan\": [\n",
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" 0,\n",
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" 1,\n",
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" 0\n",
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" ]\n",
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" }\n",
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" }\n",
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" },\n",
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" \"alternate_intents\": false\n",
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"}\n"
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]
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}
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],
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"source": [
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"response = conversation.message(workspace_id=new_workspace['workspace_id'],\n",
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" message_input={'text': 'can I order a pizza?'})\n",
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"print(json.dumps(response, indent=2))"
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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": 35,
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"metadata": {
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"collapsed": false,
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"deletable": true,
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"editable": true
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},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"{}"
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]
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},
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"execution_count": 35,
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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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"conversation.delete_workspace(new_workspace['workspace_id'])"
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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": "3.6.0"
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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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