def createStory():
content = request.get_json(silent=True)
story = Story()
story.storyName = content.get("storyName")
story.intentName = content.get("intentName")
story.speechResponse = content.get("speechResponse")
if content.get("apiTrigger") is True:
story.apiTrigger = True
apiDetails = ApiDetails()
isJson = content.get("apiDetails").get("isJson")
apiDetails.isJson = isJson
if isJson:
apiDetails.jsonData = content.get("apiDetails").get("jsonData")
apiDetails.url = content.get("apiDetails").get("url")
apiDetails.requestType = content.get("apiDetails").get("requestType")
story.apiDetails = apiDetails
else:
story.apiTrigger = False
if content.get("parameters"):
for param in content.get("parameters"):
parameter = Parameter()
update_document(parameter,param)
story.parameters.append(parameter)
try:
story.save()
except Exception as e:
return buildResponse.buildJson({"error": str(e)})
return buildResponse.sentOk()
def createBot():
print("In create Bot")
content = request.get_json(silent=True)
print(content)
bot = Bot()
story = Story()
bot.botName = content.get("botName")
bot.botDescription = content.get("botDescription")
bot.userId = session.__getattribute__("userid")
print("userID", bot.userId)
print("Bot Name", bot.botName)
print("Bot Desc", bot.botDescription)
try:
bot.save()
# botid= Bot.objects.get(botName=bot.botName)
print("ID", bot.id)
# print("IDddd",ObjectId(bot._id)
story.botId = bot.id
story.storyName = 'init_conversation' + str(bot.id)
story.intentName = 'init_conversation'
story.speechResponse = 'Hi!!! This is ' + bot.botName + ' bot, your virtual assisstant. You can configure me as you need. For more options look at menu in right'
story.apiTrigger = False
story.save()
except Exception as e:
print({"error", str(e)})
return "botNotcreated"
return "BotCreated"
def predict(self, sentence):
predicted = sentenceClassifer.predict(sentence, self.PATH)
if not predicted:
return Story.objects(
intentName=app.config["DEFAULT_FALLBACK_INTENT_NAME"]).first().id
else:
return predicted["class"]
def readStories():
print("BotId session in /read1", session.__getattribute__('botid'))
bid = session.__getattribute__('botid')
print("JSON", request.get_json(silent=True))
stories = Story.objects(botId=ObjectId(bid))
print("Stories json", stories.to_json)
return buildResponse.sentJson(stories.to_json())
def predict(self, sentence):
predicted = sentenceClassifer.predict(sentence, self.PATH)
if not predicted:
return Story.objects(
intentName=app.config["DEFAULT_FALLBACK_INTENT_NAME"]).first(
).id
else:
return predicted["class"]
def readStories():
if (session.__getattribute__('loginstat') == 'login'):
print("BotId session in /read1",session.__getattribute__('botid'))
bid=session.__getattribute__('botid')
print("JSON",request.get_json(silent=True))
stories = Story.objects(botId=ObjectId(bid))
print("Stories json",stories.to_json)
return buildResponse.sentJson(stories.to_json())
else:
return render_template('index.html')
def readStories():
botId=None
if g.botId:
botId=g.botId
elif request.args.get('botId'):
botId=request.args.get('botId')
if botId:
stories = Story.objects(bot = botId)
else:
stories = Story.objects
#stories = [a.to_json() for a in stories if not a.bot]
return buildResponse.sentJson(stories.to_json())
def createStory():
content = request.get_json(silent=True)
story = Story()
story.storyName = content.get("storyName")
story.intentName = content.get("intentName")
story.speechResponse = content.get("speechResponse")
if content.get("parameters"):
for param in content.get("parameters"):
parameter = Parameter()
update_document(parameter,param)
story.parameters.append(parameter)
try:
story.save()
except Exception as e:
return {"error": e}
return buildResponse.sentOk()
if "'" in username:
username = username.split("'")[0]
u = User("{}{}".format(username.strip(), random.randint(0, 2000)), "email{}@example.com".format(i), "password", datetime.datetime.now())
db.session.add(u)
db.session.commit()
print("done")
u = User.query.all()
paragraphs = json.loads(open("var/lorem.json", "r").read())
print("Creating stories")
for i in range(1, 1000):
number_of_paragraphs = random.randint(1, 20)
story_content = ""
for x in range(0, number_of_paragraphs):
story_content += "{}\n\n".format(random.choice(paragraphs))
s = Story(1, "Story {}".format(i), story_content, datetime.datetime.now())
s.user_id = random.randint(1, len(u))
db.session.add(s)
db.session.commit()
print("done")
print("Creating comments ")
s = Story.query.all()
for i in range(1, 10000):
c = Comment(1, 1, random.choice(paragraphs), datetime.datetime.now())
c.user_id = random.randint(1, len(u))
c.story_id = random.randint(1, len(s))
db.session.add(c)
db.session.commit()
print("done")
import nltk
import os
#creating directory for storing chat logs
if not os.path.exists("logs"):
os.makedirs("logs")
try:
from app.stories.models import Story, LabeledSentences
# Setting up default intents
newStory = Story()
newStory.storyName = 'Default Fallback intent'
newStory.intentName = 'fallback'
newStory.speechResponse = "Sorry. I'm having trouble understanding you."
newStory.apiTrigger = False
newLabeledSentence = LabeledSentences()
newLabeledSentence.data = [['', 'VB', 'O']]
newStory.labeledSentences.append(newLabeledSentence)
newStory.save()
newStory = Story()
newStory.storyName = 'cancel'
newStory.intentName = 'cancel'
newStory.speechResponse = "Ok. Canceled."
newStory.apiTrigger = False
newLabeledSentence = LabeledSentences()
newLabeledSentence.data = [['cancel', 'VB', 'O'], ['close', 'VB', 'O']]
newStory.labeledSentences.append(newLabeledSentence)
newStory.save()
def api():
print("Inside /api/.v1")
requestJson = request.get_json(silent=True)
resultJson = requestJson
print("Test.....", requestJson)
print("Bot Iddddddddddddddddddddddddddddddd",requestJson.get("botId"))
if requestJson:
context = {}
context["context"] = requestJson["context"]
if app.config["DEFAULT_WELCOME_INTENT_NAME"] in requestJson.get(
"input"):
print("--------------insideif------------------")
story = Story.objects(
intentName=app.config["DEFAULT_WELCOME_INTENT_NAME"]).first()
print("Story" , story)
resultJson["complete"] = True
# resultJson["intent"]["name"] = story.storyName
resultJson["intent"]["storyId"] = str(story.id)
resultJson["input"] = requestJson.get("input")
template = Template(
story.speechResponse,
undefined=SilentUndefined)
resultJson["speechResponse"] = template.render(**context)
logger.info(requestJson.get("input"), extra=resultJson)
return buildResponse.buildJson(resultJson)
print("OutSide if")
intentClassifier = IntentClassifier()
try:
storyId = intentClassifier.predict(requestJson.get("input"))
print("Story Id",storyId)
except AttributeError:
resultJson["speechResponse"]="Question not available"
return buildResponse.buildJson(resultJson)
story = Story.objects.get(id=ObjectId(storyId))
if story.parameters:
print("Inside story.params")
parameters = story.parameters
else:
print("No paramters")
parameters = []
if ((requestJson.get("complete") is None) or (
requestJson.get("complete") is True)):
print("Check whether complete is none or true")
resultJson["intent"] = {
"name": story.intentName,
"storyId": str(story.id)
}
print(resultJson["intent"])
if parameters:
print("Check whether parametrs are present are not")
extractedParameters = sequenceLabeler.predict(
storyId, requestJson.get("input"))
print("Extracted parameters",extractedParameters)
missingParameters = []
resultJson["missingParameters"] = []
resultJson["extractedParameters"] = {}
resultJson["parameters"] = []
for parameter in parameters:
print("If parameters are present")
resultJson["parameters"].append({
"name": parameter.name,
"type": parameter.type,
"required": parameter.required
})
print("Result JSON...",resultJson)
if parameter.required:
print("Check whether parameter is required are not")
if parameter.name not in extractedParameters.keys():
print("Check whether paramter name is present in extracted paramters")
resultJson["missingParameters"].append(
parameter.name)
missingParameters.append(parameter)
print("Result JSON2",resultJson)
resultJson["extractedParameters"] = extractedParameters
print("F Result json",resultJson)
if missingParameters:
print("Check whether missing parameters is present or not")
resultJson["complete"] = False
currentNode = missingParameters[0]
resultJson["currentNode"] = currentNode["name"]
resultJson["speechResponse"] = currentNode["prompt"]
print("Inside missingparameters if ",resultJson)
else:
resultJson["complete"] = True
context["parameters"] = extractedParameters
else:
resultJson["complete"] = True
elif (requestJson.get("complete") is False):
if "cancel" not in story.intentName:
storyId = requestJson["intent"]["storyId"]
story = Story.objects.get(id=ObjectId(storyId))
resultJson["extractedParameters"][requestJson.get(
"currentNode")] = requestJson.get("input")
resultJson["missingParameters"].remove(
requestJson.get("currentNode"))
if len(resultJson["missingParameters"]) == 0:
resultJson["complete"] = True
context = {}
context["parameters"] = resultJson["extractedParameters"]
context["context"] = requestJson["context"]
else:
missingParameter = resultJson["missingParameters"][0]
resultJson["complete"] = False
currentNode = [
node for node in story.parameters if missingParameter in node.name][0]
resultJson["currentNode"] = currentNode.name
resultJson["speechResponse"] = currentNode.prompt
else:
resultJson["currentNode"] = None
resultJson["missingParameters"] = []
resultJson["parameters"] = {}
resultJson["intent"] = {}
resultJson["complete"] = True
if resultJson["complete"]:
if story.apiTrigger:
isJson = False
isHeader=False
parameters = resultJson["extractedParameters"]
urlTemplate = Template(story.apiDetails.url, undefined=SilentUndefined)
renderedUrl = urlTemplate.render(**context)
if story.apiDetails.isJson and story.apiDetails.isHeader:
isJson = True
isHeader= True
requestTemplate = Template(story.apiDetails.jsonData,story.apiDetails.headerData, undefined=SilentUndefined)
parameters = requestTemplate.render(**context)
elif story.apiDetails.isJson:
isJson = True
requestTemplate = Template(story.apiDetails.jsonData,
undefined=SilentUndefined)
parameters = requestTemplate.render(**context)
elif story.apiDetails.isHeader:
isHeader = True
requestTemplate = Template(story.apiDetails.headerData,
undefined=SilentUndefined)
parameters = requestTemplate.render(**context)
try:
result = callApi(renderedUrl,
story.apiDetails.requestType,
parameters,story.apiDetails.headerData,isJson,isHeader)
except Exception as e:
print(e)
resultJson["speechResponse"] = "Service is not available. "
else:
print(result)
context["result"] = result
template = Template(story.speechResponse, undefined=SilentUndefined)
resultJson["speechResponse"] = template.render(**context)
else:
context["result"] = {}
template = Template(story.speechResponse, undefined=SilentUndefined)
resultJson["speechResponse"] = template.render(**context)
logger.info(requestJson.get("input"), extra=resultJson)
return buildResponse.buildJson(resultJson)
else:
return abort(400)
def createStory():
content = request.get_json(silent=True)
story = Story()
story.storyName = content.get("storyName")
story.intentName = content.get("intentName")
story.speechResponse = content.get("speechResponse")
story.botId = content.get("botId")
if content.get("apiTrigger") is True:
story.apiTrigger = True
apiDetails = ApiDetails()
isJson = content.get("apiDetails").get("isJson")
isHeader = content.get("apiDetails").get("isHeader")
print("Is header", isHeader)
apiDetails.isJson = isJson
apiDetails.isHeader = isHeader
if isJson:
apiDetails.jsonData = content.get("apiDetails").get("jsonData")
if isHeader:
print("Is header data",
content.get("apiDetails").get("headerData"))
apiDetails.headerData = content.get("apiDetails").get("headerData")
apiDetails.url = content.get("apiDetails").get("url")
apiDetails.requestType = content.get("apiDetails").get("requestType")
story.apiDetails = apiDetails
else:
story.apiTrigger = False
if content.get("parameters"):
for param in content.get("parameters"):
parameter = Parameter()
update_document(parameter, param)
story.parameters.append(parameter)
story.save()
print("Story Saved")
return buildResponse.sentOk()
def fileupload(botId):
print("Bot Id in file upload", session.__getattribute__('botid'))
if request.method == 'POST':
# check if the post request has the file part
print(request.files)
if 'file' not in request.files:
print('No file part')
return redirect(request.url)
file = request.files['file']
print("File Details", file)
# if user does not select file, browser also
# submit a empty part without filename
if file.filename == '':
print('No selected file')
return redirect(request.url)
if file and allowed_file(file.filename):
filename = secure_filename(file.filename)
print("File Name", filename)
file.save(os.path.join(app.config['UPLOAD_FOLDER'], filename))
print("File saved to folder")
#return redirect(url_for('stories_blueprint.fileupload', filename=filename))
csvfile = open(UPLOAD_FOLDER + '/' + filename,
'r',
encoding='utf-8',
errors='ignore')
reader = csv.DictReader(csvfile)
#print(reader)
header = [
"storyName", "intentName", "apiTrigger", "speechResponse",
"labeledSentences", "parameters"
]
parameter1 = []
ls = LabeledSentences()
for each in reader:
row = {}
labelSent = []
ls = LabeledSentences()
for field in header:
#print("Field",field)
list2 = []
if field == "labeledSentences":
#print("Inside labeled send")
#print("Row[fiel}",each[field])
cleanSentences = html2text.html2text(each[field])
#print("After clean Sentences")
#labelSen.data=posTagAndLabel(cleanSentences)
data = nlp.posTagAndLabel(cleanSentences)
print("Type of data", type(data))
ls.data = data
#print("Result ", labelSent)
#print("Type", type(labelSent))
row[field] = each[field]
#print("row field",row[field])
list2.append(ls)
csvStories = Story(storyName=row['storyName'],
intentName=row['intentName'],
apiTrigger=False,
speechResponse=row['speechResponse'],
parameters=parameter1,
labeledSentences=list2,
botId=botId)
csvStories.save()
print(row['storyName'], "Story Saved in DB")
for story in Story.objects():
try:
# print("Object Id",ObjectId(story.id))
sequenceLabeler.train(ObjectId(story.id))
print("Build Successfull")
print(ObjectId(story.id))
except:
print("In sequence labeller excpetion")
IntentClassifier().train()
#return redirect(url_for('stories_blueprint.fileupload', filename=filename))
return ''
def api():
requestJson = request.get_json(silent=True)
resultJson = requestJson
if requestJson:
context = {}
context["context"] = requestJson["context"]
if app.config["DEFAULT_WELCOME_INTENT_NAME"] in requestJson.get("input"):
story=Story.objects(
intentName=app.config["DEFAULT_WELCOME_INTENT_NAME"]).first()
resultJson["complete"] = True
resultJson["intent"]["name"] = story.storyName
resultJson["intent"]["storyId"] = str(story.id)
resultJson["input"] = requestJson.get("input")
template = Template(story.speechResponse, undefined=SilentUndefined)
resultJson["speechResponse"] = template.render(**context)
logger.info(requestJson.get("input"), extra=resultJson)
return buildResponse.buildJson(resultJson)
intentClassifier = IntentClassifier()
storyId = intentClassifier.predict(requestJson.get("input"))
story = Story.objects.get(id=ObjectId(storyId))
if story.parameters:
parameters = story.parameters
else:
parameters = []
if ((requestJson.get("complete") is None) or (requestJson.get("complete") is True)):
resultJson["intent"] = {
"name": story.intentName,
"storyId": str(story.id)
}
if parameters:
extractedParameters = sequenceLabeler.predict(storyId,
requestJson.get("input")
)
missingParameters = []
resultJson["missingParameters"] = []
resultJson["extractedParameters"] = {}
resultJson["parameters"] = []
for parameter in parameters:
resultJson["parameters"].append({
"name": parameter.name,
"required": parameter.required
})
if parameter.required:
if parameter.name not in extractedParameters.keys():
resultJson["missingParameters"].append(parameter.name)
missingParameters.append(parameter)
resultJson["extractedParameters"] = extractedParameters
if missingParameters:
resultJson["complete"] = False
currentNode = missingParameters[0]
resultJson["currentNode"] = currentNode["name"]
resultJson["speechResponse"] = currentNode["prompt"]
else:
resultJson["complete"] = True
context["parameters"] = extractedParameters
try:
if story.apiTrigger:
isJson = False
parameters = extractedParameters
urlTemplate = Template(story.apiDetails.url, undefined=SilentUndefined)
renderedUrl = urlTemplate.render(**context)
if story.apiDetails.isJson:
isJson = True
requestTemplate = Template(story.apiDetails.jsonData, undefined=SilentUndefined)
parameters = requestTemplate.render(**context)
result = callApi(renderedUrl,
story.apiDetails.requestType,
parameters,isJson)
else:
result = {}
context["result"] = result
resultTemplate = Template(story.speechResponse, undefined=SilentUndefined)
resultJson["speechResponse"] = resultTemplate.render(**context)
except Exception as e:
print(e)
resultJson["speechResponse"] = "Service is not available."
else:
resultJson["complete"] = True
resultTemplate = Template(story.speechResponse, undefined=SilentUndefined)
resultJson["speechResponse"] = resultTemplate.render(**context)
elif (requestJson.get("complete") is False):
if "cancel" not in story.intentName:
storyId = requestJson["intent"]["storyId"]
story = Story.objects.get(id=ObjectId(storyId))
resultJson["extractedParameters"][requestJson.get("currentNode")] = requestJson.get("input")
resultJson["missingParameters"].remove(requestJson.get("currentNode"))
if len(resultJson["missingParameters"]) == 0:
resultJson["complete"] = True
context = {}
context["parameters"] = resultJson["extractedParameters"]
context["context"] = requestJson["context"]
try:
if story.apiTrigger:
isJson = False
parameters = resultJson["extractedParameters"]
urlTemplate = Template(story.apiDetails.url, undefined=SilentUndefined)
renderedUrl = urlTemplate.render(**context)
if story.apiDetails.isJson:
isJson = True
requestTemplate = Template(story.apiDetails.jsonData, undefined=SilentUndefined)
parameters = requestTemplate.render(**context)
result = callApi(renderedUrl,
story.apiDetails.requestType,
parameters,isJson)
print(result)
else:
result = {}
context["result"] = result
template = Template(story.speechResponse, undefined=SilentUndefined)
resultJson["speechResponse"] = template.render(**context)
except Exception as e:
print(e)
resultJson["speechResponse"] = "Service is not available. "
else:
missingParameter = resultJson["missingParameters"][0]
resultJson["complete"] = False
currentNode = [node for node in story.parameters if missingParameter in node.name][0]
resultJson["currentNode"] = currentNode.name
resultJson["speechResponse"] = currentNode.prompt
else:
resultJson["currentNode"] = None
resultJson["missingParameters"] = []
resultJson["parameters"] = {}
resultJson["intent"] = {}
resultJson["complete"] = True
template = Template(story.speechResponse, undefined=SilentUndefined)
resultJson["speechResponse"] = template.render(**context)
logger.info(requestJson.get("input"), extra=resultJson)
return buildResponse.buildJson(resultJson)
else:
return abort(400)
u = User("{}{}".format(username.strip(), random.randint(0, 2000)),
"email{}@example.com".format(i), "password",
datetime.datetime.now())
db.session.add(u)
db.session.commit()
print("done")
u = User.query.all()
paragraphs = json.loads(open("var/lorem.json", "r").read())
print("Creating stories")
for i in range(1, 1000):
number_of_paragraphs = random.randint(1, 20)
story_content = ""
for x in range(0, number_of_paragraphs):
story_content += "{}\n\n".format(random.choice(paragraphs))
s = Story(1, "Story {}".format(i), story_content, datetime.datetime.now())
s.user_id = random.randint(1, len(u))
db.session.add(s)
db.session.commit()
print("done")
print("Creating comments ")
s = Story.query.all()
for i in range(1, 10000):
c = Comment(1, 1, random.choice(paragraphs), datetime.datetime.now())
c.user_id = random.randint(1, len(u))
c.story_id = random.randint(1, len(s))
db.session.add(c)
db.session.commit()
print("done")
# Downloading necessary NLTK datasets
nltk.download("stopwords")
nltk.download("wordnet")
nltk.download('averaged_perceptron_tagger')
nltk.download('punkt')
#creating directory for storing chat logs
if not os.path.exists("logs"):
os.makedirs("logs")
try:
from app.stories.models import Story, LabeledSentences
# Setting up default intents
newStory = Story()
newStory.storyName = 'Default Fallback intent'
newStory.intentName = 'fallback'
newStory.speechResponse = "Sorry. I'm having trouble understanding you."
newStory.apiTrigger = False
newLabeledSentence = LabeledSentences()
newLabeledSentence.data = [['', 'VB', 'O']]
newStory.labeledSentences.append(newLabeledSentence)
newStory.save()
newStory = Story()
newStory.storyName = 'cancel'
newStory.intentName = 'cancel'
newStory.speechResponse = "Ok. Canceled."
newStory.apiTrigger = False
newLabeledSentence = LabeledSentences()
def api():
requestJson = request.get_json(silent=True)
resultJson = requestJson
if requestJson:
context = {}
context["context"] = requestJson["context"]
if app.config["DEFAULT_WELCOME_INTENT_NAME"] in requestJson.get(
"input"):
story = Story.objects(
intentName=app.config["DEFAULT_WELCOME_INTENT_NAME"]).first()
resultJson["complete"] = True
resultJson["intent"]["name"] = story.storyName
resultJson["intent"]["storyId"] = str(story.id)
resultJson["input"] = requestJson.get("input")
template = Template(story.speechResponse,
undefined=SilentUndefined)
resultJson["speechResponse"] = template.render(**context)
logger.info(requestJson.get("input"), extra=resultJson)
return buildResponse.buildJson(resultJson)
intentClassifier = IntentClassifier()
storyId = intentClassifier.predict(requestJson.get("input"))
story = Story.objects.get(id=ObjectId(storyId))
if story.parameters:
parameters = story.parameters
else:
parameters = []
if ((requestJson.get("complete") is None)
or (requestJson.get("complete") is True)):
resultJson["intent"] = {
"name": story.intentName,
"storyId": str(story.id)
}
if parameters:
extractedParameters = sequenceLabeler.predict(
storyId, requestJson.get("input"))
missingParameters = []
resultJson["missingParameters"] = []
resultJson["extractedParameters"] = {}
resultJson["parameters"] = []
for parameter in parameters:
resultJson["parameters"].append({
"name":
parameter.name,
"type":
parameter.type,
"required":
parameter.required
})
if parameter.required:
if parameter.name not in extractedParameters.keys():
resultJson["missingParameters"].append(
parameter.name)
missingParameters.append(parameter)
resultJson["extractedParameters"] = extractedParameters
if missingParameters:
resultJson["complete"] = False
currentNode = missingParameters[0]
resultJson["currentNode"] = currentNode["name"]
resultJson["speechResponse"] = currentNode["prompt"]
else:
resultJson["complete"] = True
context["parameters"] = extractedParameters
else:
resultJson["complete"] = True
elif (requestJson.get("complete") is False):
if "cancel" not in story.intentName:
storyId = requestJson["intent"]["storyId"]
story = Story.objects.get(id=ObjectId(storyId))
resultJson["extractedParameters"][requestJson.get(
"currentNode")] = requestJson.get("input")
resultJson["missingParameters"].remove(
requestJson.get("currentNode"))
if len(resultJson["missingParameters"]) == 0:
resultJson["complete"] = True
context = {}
context["parameters"] = resultJson["extractedParameters"]
context["context"] = requestJson["context"]
else:
missingParameter = resultJson["missingParameters"][0]
resultJson["complete"] = False
currentNode = [
node for node in story.parameters
if missingParameter in node.name
][0]
resultJson["currentNode"] = currentNode.name
resultJson["speechResponse"] = currentNode.prompt
else:
resultJson["currentNode"] = None
resultJson["missingParameters"] = []
resultJson["parameters"] = {}
resultJson["intent"] = {}
resultJson["complete"] = True
if resultJson["complete"]:
if story.apiTrigger:
isJson = False
parameters = resultJson["extractedParameters"]
urlTemplate = Template(story.apiDetails.url,
undefined=SilentUndefined)
renderedUrl = urlTemplate.render(**context)
if story.apiDetails.isJson:
isJson = True
requestTemplate = Template(story.apiDetails.jsonData,
undefined=SilentUndefined)
parameters = requestTemplate.render(**context)
try:
result = callApi(renderedUrl, story.apiDetails.requestType,
parameters, isJson)
except Exception as e:
print(e)
resultJson["speechResponse"] = "Service is not available. "
else:
print(result)
context["result"] = result
template = Template(story.speechResponse,
undefined=SilentUndefined)
resultJson["speechResponse"] = template.render(**context)
else:
context["result"] = {}
template = Template(story.speechResponse,
undefined=SilentUndefined)
resultJson["speechResponse"] = template.render(**context)
logger.info(requestJson.get("input"), extra=resultJson)
return buildResponse.buildJson(resultJson)
else:
return abort(400)
# # russian setup
# # nltk.download("stopwords")
# # nltk.download("wordnet")
# # rename folder 'averaged_perceptron_tagger_ru' to 'averaged_perceptron_tagger'
# nltk.download('averaged_perceptron_tagger_ru')
# nltk.download('punkt')
# creating directory for storing chat logs
if not os.path.exists("logs"):
os.makedirs("logs")
try:
from app.stories.models import Story, LabeledSentences
Story.drop_collection()
# Setting up default intents
newStory = Story()
newStory.storyName = 'Default Fallback intent'
newStory.intentName = 'fallback'
newStory.speechResponse = "Что-т пошло не так :("
newStory.apiTrigger = False
newLabeledSentence = LabeledSentences()
newLabeledSentence.data = [['', 'VB', 'O']]
newStory.labeledSentences.append(newLabeledSentence)
newStory.save()
# newStory = Story()
# newStory.storyName = 'cancel'
# newStory.intentName = 'cancel'