Romil Jain itsromiljain

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itsromiljain / dialogue_model.py

Created April 4, 2019 03:40

Slack Integration code

	import logging
	from rasa_core import config
	from rasa_core import utils
	from rasa_core.channels.slack import SlackInput
	from rasa_core.agent import Agent
	from rasa_core.interpreter import RasaNLUInterpreter
	from rasa_core.utils import EndpointConfig


	logfile = 'dialogue_model.log'

itsromiljain / actions.py

Created April 1, 2019 04:16

Action file to define Custom Actions

	from rasa_core_sdk import Action
	import requests
	import json


	class ActionGetNewst(Action):

	def name(self):
	return 'action_get_news'

itsromiljain / dialogue_model.py

Created April 1, 2019 03:53

Python file for Training and Running Rasa Core

	import logging
	from rasa_core import config
	from rasa_core import utils
	from rasa_core.agent import Agent
	from rasa_core.interpreter import RasaNLUInterpreter
	from rasa_core.utils import EndpointConfig


	logfile = 'dialogue_model.log'

itsromiljain / endpoints.yml

Created March 31, 2019 06:59

Endpoint for Custom Action used by Rasa Core

	action_endpoint:
	url: "http://localhost:5055/webhook"

itsromiljain / policy.yml

Created March 30, 2019 23:58

Policies for Rasa Core

	policies:
	- name: KerasPolicy
	epochs: 100
	max_history: 3
	- name: MemoizationPolicy
	max_history: 3
	- name: FallbackPolicy
	nlu_threshold: 0.1
	core_threshold: 0.2
	fallback_action_name: 'utter_default'

itsromiljain / domain

Created March 30, 2019 23:26

Domain file for Rasa Core

	slots:
	category:
	type: text

	entities:
	- category

	intents:
	- greet
	- fine_ask

itsromiljain / stories

Created March 30, 2019 02:58

Dialog Management for Rasa Core

	## fallback
	- utter_default

	## greeting path 1
	* greet
	- utter_greet

	## fine path 1
	* fine_normal
	- utter_help

itsromiljain / nlu_output.log

Last active March 30, 2019 00:57

Output from the NLU

	{'entities': [{'confidence': 0.7756870940230542,
	'end': 39,
	'entity': 'category',
	'extractor': 'ner_crf',
	'start': 34,
	'value': 'world'}],
	'intent': {'confidence': 0.7036955584872587, 'name': 'news'},
	'intent_ranking': [{'confidence': 0.7036955584872587, 'name': 'news'},
	{'confidence': 0.08354613362606624, 'name': 'bye'},
	{'confidence': 0.07291869896872455, 'name': 'fine_ask'},

itsromiljain / nlu_model.py

Created March 30, 2019 00:18

Python file to train and run the Rasa NLU

	import logging
	import pprint
	from rasa_nlu.training_data import load_data
	from rasa_nlu import config
	from rasa_nlu.model import Trainer
	from rasa_nlu.model import Interpreter
	from rasa_nlu.evaluate import run_evaluation


	logfile = 'nlu_model.log'

itsromiljain / nlu_config.yml

Created March 30, 2019 00:16

Pipeline configuration for Rasa NLU

	language: "en"
	pipeline: "spacy_sklearn"

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