def init():
from app.agents.models import Bot
# create default bot
bot = Bot()
bot.name = "default"
bot.save()
print("Created default bot")
# import some default intents
from app.intents.controllers import import_json
json_file = open("examples/default_intents.json", "r+")
stories = import_json(json_file)
print("Imported {} Stories".format(len(stories)))
try:
print("Training models..")
from app.nlu.tasks import train_models
train_models()
print("Training models finished..")
except Exception as e:
e = str(e)
if e == "NO_DATA":
e = "load Data first into mongodb. Reffer Readme."
print("Could not train models..skipping.. (reason: {})".format(e))
def build_models():
"""
Build Intent classification and NER Models
:return:
"""
train_models()
return build_response.sent_ok()
def init():
from app.agents.models import Bot
# create default bot
bot = Bot()
bot.name = "default"
bot.save()
print("Created default bot")
# import some default intents
from app.intents.controllers import import_json
json_file = open("examples/default_intents.json", "r+")
stories = import_json(json_file)
print("Imported {} Stories".format(len(stories)))
try:
print("Training models..")
from app.nlu.tasks import train_models
train_models()
print("Training models finished..")
except Exception as e:
e = str(e)
if e == "NO_DATA":
e = "load Data first into mongodb. Reffer Readme."
print("Could not train models..skipping.. (reason: {})".format(e))
def build_models():
"""
Build Intent classification and NER Models
:return:
"""
train_models()
return build_response.sent_ok()
def intial_training():
try:
print("Training models..")
from app.nlu.tasks import train_models
train_models()
print("Training models finished..")
except Exception as e:
e = str(e)
if e == "NO_DATA":
e = "load Data first into mongodb. Reffer Readme."
print("Could not train models..skipping.. (reason: {})".format(e))
def delete_intent(id):
"""
Delete a intent
:param id:
:return:
"""
Intent.objects.get(id=ObjectId(id)).delete()
try:
train_models()
except BaseException:
pass
# remove NER model for the deleted stoy
try:
os.remove("{}/{}.model".format(app.config["MODELS_DIR"], id))
except OSError:
pass
return build_response.sent_ok()
