From 308329a49a9eac240e20f4c7d767c542e890014f Mon Sep 17 00:00:00 2001 From: Bhavani Ravi Date: Tue, 2 Oct 2018 17:50:22 +0530 Subject: [PATCH] fix #5 #10 bot not giving expected response or unhashable type dict --- AI-engine/data/sitebot-data.json | 2 +- bot-application/app.py | 31 +- bot-application/models.py | 11 +- bot-application/response.py | 57 +- .../model_20181001-224630/crf_model.pkl | Bin 0 -> 53568 bytes .../entity_synonyms.json | 9 + .../intent_classifier_sklearn.pkl | Bin 0 -> 146455 bytes .../model_20181001-224630/metadata.json | 84 +++ .../regex_featurizer.json | 1 + .../model_20181001-224630/training_data.json | 623 ++++++++++++++++++ .../model_20181001-225516/crf_model.pkl | Bin 0 -> 54615 bytes .../entity_synonyms.json | 9 + .../intent_classifier_sklearn.pkl | Bin 0 -> 146440 bytes .../model_20181001-225516/metadata.json | 84 +++ .../regex_featurizer.json | 1 + .../model_20181001-225516/training_data.json | 623 ++++++++++++++++++ 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models/nlu/default/model_20181002-154043/regex_featurizer.json create mode 100644 models/nlu/default/model_20181002-154043/training_data.json create mode 100644 models/nlu/default/model_20181002-155451/crf_model.pkl create mode 100644 models/nlu/default/model_20181002-155451/entity_synonyms.json create mode 100644 models/nlu/default/model_20181002-155451/intent_classifier_sklearn.pkl create mode 100644 models/nlu/default/model_20181002-155451/metadata.json create mode 100644 models/nlu/default/model_20181002-155451/regex_featurizer.json create mode 100644 models/nlu/default/model_20181002-155451/training_data.json diff --git a/AI-engine/data/sitebot-data.json b/AI-engine/data/sitebot-data.json index 58dbfc4..93a2d4e 100644 --- a/AI-engine/data/sitebot-data.json +++ b/AI-engine/data/sitebot-data.json @@ -173,7 +173,7 @@ { "start": 52, "end": 57, - "value": "tomorrow 10 PM", + "value": "10 PM", "entity": "time" }, { diff --git a/bot-application/app.py b/bot-application/app.py index 5f40987..d39e709 100644 --- a/bot-application/app.py +++ b/bot-application/app.py @@ -14,7 +14,9 @@ def hello_world(): return render_template('home.html') -get_random_response = lambda intent: random.choice(response[intent]) +def get_random_response(intent): + print (response[intent]) + return random.choice(response[intent]) def format_entities(entities): @@ -52,19 +54,20 @@ def chat(): chat end point that performs NLU using rasa.ai and constructs response from response.py """ - try: - response = requests.get("http://localhost:5000/parse", params={"q": request.form["text"]}) - response = response.json() - intent = response["intent"] - entities = format_entities(response["entities"]) - if intent == "event-request": - response_text = get_event(entities["day"], entities["time"], entities["place"]) - else: - response_text = get_random_response(intent) - return jsonify({"status": "success", "response": response_text}) - except Exception as e: - print(e) - return jsonify({"status": "success", "response": "Sorry I am not trained to do that yet..."}) + # try: + response = requests.get("http://localhost:5000/parse", params={"q": request.form["text"]}) + response = response.json() + print (response) + intent = response.get("intent", {}).get("name", "default") + entities = format_entities(response.get("entities", [])) + if intent == "event-request": + response_text = get_event(entities["day"], entities["time"], entities["place"]) + else: + response_text = get_random_response(intent) + return jsonify({"status": "success", "response": response_text}) + # except Exception as e: + # print(e) + # return jsonify({"status": "success", "response": "Sorry I am not trained to do that yet..."}) app.config["DEBUG"] = True diff --git a/bot-application/models.py b/bot-application/models.py index 8f85b76..84584e8 100644 --- a/bot-application/models.py +++ b/bot-application/models.py @@ -1,10 +1,11 @@ from flask import Flask from flask_sqlalchemy import SQLAlchemy -#from urllib import quote_plus as urlquote +# from urllib import quote_plus as urlquote import urllib.parse from flask_admin import Admin from flask_admin.contrib.sqla import ModelView from flask_migrate import Migrate + try: from local_settings import * except ImportError: @@ -15,16 +16,17 @@ app.config["SQLALCHEMY_TRACK_MODIFICATIONS"] = True app.config['SQLALCHEMY_DATABASE_URI'] = "sqlite:///app.db" db = SQLAlchemy(app) -#Migrate won't work well on sqlite better to use mysql db +# Migrate won't work well on sqlite better to use mysql db migrate = Migrate(app, db) class Event(db.Model): - id = db.Column(db.Integer, primary_key=True,autoincrement=True) + id = db.Column(db.Integer, primary_key=True, autoincrement=True) event_description = db.Column(db.String(50)) date_time = db.Column(db.DateTime()) place = db.Column(db.String(50)) - def __init__(self, event_description=None,date=None,time=None,place=None): + + def __init__(self, event_description=None, date=None, time=None, place=None): self.event_description = event_description self.date = date self.time = time @@ -41,4 +43,3 @@ def __init__(self, model, session, name=None, category=None, endpoint=None, url= admin = Admin(app, name='rasa-site-bot', template_mode='bootstrap3') admin.add_view(MyModelView(Event, db.session)) - diff --git a/bot-application/response.py b/bot-application/response.py index c6ef6fe..2716afc 100644 --- a/bot-application/response.py +++ b/bot-application/response.py @@ -1,23 +1,29 @@ -##dict of response for each type of intent +# dict of response for each type of intent + +import datetime + response = { - "greet":["hey","hello","hi"], - "goodbye":["bye","It was nice talking to you","see you","ttyl"], - "affirm":["cool","I know you would like it"], - "day_preference":["which day of conference ?"], - "time_preference":["Do you have any time preference"], - "events_link":['You can check all the events here PyDelhi events'], - "no_events":["No events found"], - "intro":["I am event bot for pydelhi, I can find you event details in minutes"] + "greet": ["hey", "hello", "hi"], + "goodbye": ["bye", "It was nice talking to you", "see you", "ttyl"], + "affirm": ["cool", "I know you would like it"], + "day_preference": ["which day of conference ?"], + "time_preference": ["Do you have any time preference"], + "events_link": [ + 'You can check all the events here PyDelhi events'], + "no_events": ["No events found"], + "intro": ["I am event bot for pydelhi, I can find you event details in minutes"], + "default": ["Sorry I am not trained to answer that yet.", "Oops I didn't understand that sorry"] } -import datetime + mapping = { - "now":datetime.datetime.now(), + "now": datetime.datetime.now(), "tomorrow": datetime.date.today() + datetime.timedelta(days=1), - "today":datetime.date.today(), - "same time":datetime.datetime.now(), - "second day":datetime.datetime.now() + "today": datetime.date.today(), + "same time": datetime.datetime.now(), + "second day": datetime.datetime.now() } + def try_parsing_date(text): """ Parses time of string format to a time object @@ -25,24 +31,29 @@ def try_parsing_date(text): for fmt in ('%I %p', '%I %M %p', '%I:%M %p'): try: return datetime.datetime.strptime(text, fmt) - except ValueError:pass + except ValueError: + pass if ":" in text: - return datetime.datetime.strptime(text+" "+ - ("AM" if int(text.split(":")[0])>=8 else "PM"), '%I:%M %p') - return datetime.datetime.strptime(text+" "+ - ("AM" if int(text)>=8 else "PM"), '%I %p') + return datetime.datetime.strptime(text + " " + + ("AM" if int(text.split(":")[0]) >= 8 else "PM"), '%I:%M %p') + return datetime.datetime.strptime(text + " " + + ("AM" if int(text) >= 8 else "PM"), '%I %p') -def get_date_time(day,time): + +def get_date_time(day, time): """ Maps words like now today tom etc., to corresponding datetime objects """ - try:time = mapping[time] + try: + time = mapping[time] except KeyError: if not time: time = datetime.datetime.now() else: time = try_parsing_date(time) - 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"regex_featurizer.json" + }, + { + "L2_c": 0.1, + "max_iterations": 50, + "L1_c": 0.1, + "class": "rasa_nlu.extractors.crf_entity_extractor.CRFEntityExtractor", + "name": "ner_crf", + "classifier_file": "crf_model.pkl", + "BILOU_flag": true, + "features": [ + [ + "low", + "title", + "upper" + ], + [ + "bias", + "low", + "prefix5", + "prefix2", + "suffix5", + "suffix3", + "suffix2", + "upper", + "title", + "digit", + "pattern" + ], + [ + "low", + "title", + "upper" + ] + ] + }, + { + "name": "ner_synonyms", + "synonyms_file": "entity_synonyms.json", + "class": "rasa_nlu.extractors.entity_synonyms.EntitySynonymMapper" + }, + { + "kernels": [ + "linear" + ], + "classifier_file": "intent_classifier_sklearn.pkl", + "class": "rasa_nlu.classifiers.sklearn_intent_classifier.SklearnIntentClassifier", + "C": [ + 1, + 2, + 5, + 10, + 20, + 100 + ], + "max_cross_validation_folds": 5, + "scoring_function": "f1_weighted", + "name": "intent_classifier_sklearn" + } + ], + "language": "en", + "training_data": "training_data.json" +} \ No newline at end of file diff --git a/models/nlu/default/model_20181001-224630/regex_featurizer.json b/models/nlu/default/model_20181001-224630/regex_featurizer.json new file mode 100644 index 0000000..0637a08 --- /dev/null +++ b/models/nlu/default/model_20181001-224630/regex_featurizer.json @@ -0,0 +1 @@ +[] \ No newline at end of file diff --git a/models/nlu/default/model_20181001-224630/training_data.json b/models/nlu/default/model_20181001-224630/training_data.json new file mode 100644 index 0000000..724fac6 --- /dev/null +++ b/models/nlu/default/model_20181001-224630/training_data.json @@ -0,0 +1,623 @@ +{ + "rasa_nlu_data": { + "entity_synonyms": [], + "regex_features": [], + "common_examples": [ + { + "text": "hey", + "intent": "greet" + }, + { + "text": "howdy", + "intent": "greet" + }, + { + "text": "hey there", + "intent": "greet" + }, + { + "text": "hello", + "intent": "greet" + }, + { + "text": "hi", + "intent": "greet" + }, + { + "text": "i'm looking for a place to eat", + "intent": "restaurant_search" + }, + { + "text": "i'm looking for a place in the north of town", + "intent": "restaurant_search" + }, + { + "text": "show me chinese restaurants", + "intent": "restaurant_search" + }, + { + "text": "yes", + "intent": "affirm" + }, + { + "text": "yep", + "intent": "affirm" + }, + { + "text": "yeah", + "intent": "affirm" + }, + { + "text": "show me a mexican place in the centre", + "intent": "restaurant_search" + }, + { + "text": "bye", + "intent": "goodbye" + }, + { + "text": "goodbye", + "intent": "goodbye" + }, + { + "text": "good bye", + "intent": "goodbye" + }, + { + "text": "stop", + "intent": "goodbye" + }, + { + "text": "end", + "intent": "goodbye" + }, + { + "text": "i am looking for an indian spot", + "intent": "restaurant_search" + }, + { + "text": "search for restaurants", + "intent": "restaurant_search" + }, + { + "text": "anywhere in the west", + "intent": "restaurant_search" + }, + { + "text": "central indian restaurant", + "intent": "restaurant_search" + }, + { + "text": "indeed", + "intent": "affirm" + }, + { + "text": "that's right", + "intent": "affirm" + }, + { + "text": "ok", + "intent": "affirm" + }, + { + "text": "great", + "intent": "affirm" + }, + { + "text": "hey", + "intent": "greet" + }, + { + "text": "howdy", + "intent": "greet" + }, + { + "text": "hey there", + "intent": "greet" + }, + { + "text": "hello", + "intent": "greet" + }, + { + "text": "hi", + "intent": "greet" + }, + { + "text": "i'm looking for a place to eat", + "intent": "restaurant_search" + }, + { + "entities": [ + { + "start": 31, + "value": "north", + "entity": "location", + "end": 36 + } + ], + "text": "i'm looking for a place in the north of town", + "intent": "restaurant_search" + }, + { + "entities": [ + { + "start": 8, + "value": "chinese", + "entity": "cuisine", + "end": 15 + } + ], + "text": "show me chinese restaurants", + "intent": "restaurant_search" + }, + { + "text": "yes", + "intent": "affirm" + }, + { + "text": "yep", + "intent": "affirm" + }, + { + "text": "yeah", + "intent": "affirm" + }, + { + "entities": [ + { + "start": 31, + "value": "centre", + "entity": "location", + "end": 37 + }, + { + "start": 10, + "value": "mexican", + "entity": "cuisine", + "end": 17 + } + ], + "text": "show me a mexican place in the centre", + "intent": "restaurant_search" + }, + { + "text": "bye", + "intent": "goodbye" + }, + { + "text": "goodbye", + "intent": "goodbye" + }, + { + "text": "good bye", + "intent": "goodbye" + }, + { + "text": "stop", + "intent": "goodbye" + }, + { + "text": "end", + "intent": "goodbye" + }, + { + "entities": [ + { + "start": 20, + "value": "indian", + "entity": "cuisine", + "end": 26 + } + ], + "text": "i am looking for an indian spot", + "intent": "restaurant_search" + }, + { + "text": "search for restaurants", + "intent": "restaurant_search" + }, + { + "entities": [ + { + "start": 16, + "value": "west", + "entity": "location", + "end": 20 + } + ], + "text": "anywhere in the west", + "intent": "restaurant_search" + }, + { + "entities": [ + { + "start": 0, + "value": "central", + "entity": "location", + "end": 7 + }, + { + "start": 8, + "value": "indian", + "entity": "cuisine", + "end": 14 + } + ], + "text": "central indian restaurant", + "intent": "restaurant_search" + }, + { + "text": "indeed", + "intent": "affirm" + }, + { + "text": "that's right", + "intent": "affirm" + }, + { + "text": "ok", + "intent": "affirm" + }, + { + "text": "great", + "intent": "affirm" + }, + { + "text": "who are you?", + "intent": "intro" + }, + { + "text": "what do you do?", + "intent": "intro" + }, + { + "text": "what can you do for me?", + "intent": "intro" + }, + { + "text": "hey", + "intent": "greet" + }, + { + "text": "hey", + "intent": "greet" + }, + { + "text": "howdy", + "intent": "greet" + }, + { + "text": "hey there", + "intent": "greet" + }, + { + "text": "hello", + "intent": "greet" + }, + { + "text": "hi", + "intent": "greet" + }, + { + "text": "yes", + "intent": "affirm" + }, + { + "text": "yep", + "intent": "affirm" + }, + { + "text": "yeah", + "intent": "affirm" + }, + { + "text": "bye", + "intent": "goodbye" + }, + { + "text": "goodbye", + "intent": "goodbye" + }, + { + "text": "good bye", + "intent": "goodbye" + }, + { + "text": "stop", + "intent": "goodbye" + }, + { + "text": "end", + "intent": "goodbye" + }, + { + "text": "indeed", + "intent": "affirm" + }, + { + "text": "that's right", + "intent": "affirm" + }, + { + "text": "ok", + "intent": "affirm" + }, + { + "text": "great", + "intent": "affirm" + }, + { + "entities": [ + { + "start": 28, + "value": "now", + "entity": "time", + "end": 31 + } + ], + "text": "What is the event happening now", + "intent": "event-request" + }, + { + "entities": [ + { + "start": 40, + "value": "10 AM", + "entity": "time", + "end": 45 + }, + { + "start": 46, + "value": "today", + "entity": "day", + "end": 51 + }, + { + "start": 27, + "value": "Lecture hall", + "entity": "place", + "end": 39 + } + ], + "text": "What event is happening at Lecture hall 10 AM today", + "intent": "event-request" + }, + { + "entities": [ + { + "start": 18, + "value": "same time", + "entity": "time", + "end": 27 + }, + { + "start": 28, + "value": "tomorrow", + "entity": "day", + "end": 36 + } + ], + "text": "What is the event same time tomorrow", + "intent": "event-request" + }, + { + "entities": [ + { + "start": 27, + "value": "Lecture hall 2", + "entity": "place", + "end": 41 + }, + { + "start": 52, + "value": "tomorrow 10 PM", + "entity": "time", + "end": 57 + }, + { + "start": 42, + "value": "tomorrow", + "entity": "day", + "end": 51 + } + ], + "text": "What event is happening at Lecture hall 2 tommorrow 10 PM", + "intent": "event-request" + }, + { + "entities": [ + { + "start": 40, + "value": "10 AM", + "entity": "time", + "end": 44 + }, + { + "start": 45, + "value": "today", + "entity": "day", + "end": 52 + }, + { + "start": 27, + "value": "Lecture hall", + "entity": "place", + "end": 39 + } + ], + "text": "What event is happening at Lecture hall 6 AM today", + "intent": "event-request" + }, + { + "entities": [ + { + "start": 40, + "value": "10 AM", + "entity": "time", + "end": 47 + }, + { + "start": 48, + "value": "today", + "entity": "day", + "end": 55 + }, + { + "start": 27, + "value": "Lecture hall", + "entity": "place", + "end": 39 + } + ], + "text": "What event is happening at Lecture hall 6:30 PM today", + "intent": "event-request" + }, + { + "entities": [ + { + "start": 40, + "value": "10 AM", + "entity": "time", + "end": 47 + }, + { + "start": 48, + "value": "today", + "entity": "day", + "end": 55 + }, + { + "start": 27, + "value": "Lecture hall", + "entity": "place", + "end": 39 + } + ], + "text": "What event is happening at Lecture hall 6 30 PM today", + "intent": "event-request" + }, + { + "entities": [ + { + "start": 27, + "value": "6 30 PM", + "entity": "time", + "end": 34 + }, + { + "start": 35, + "value": "today", + "entity": "day", + "end": 40 + } + ], + "text": "What event is happening at 6 30 PM today", + "intent": "event-request" + }, + { + "entities": [ + { + "start": 27, + "value": "6", + "entity": "time", + "end": 28 + } + ], + "text": "What event is happening at 6", + "intent": "event-request" + }, + { + "entities": [ + { + "start": 17, + "value": "12", + "entity": "time", + "end": 19 + } + ], + "text": "What event is at 12", + "intent": "event-request" + }, + { + "entities": [ + { + "start": 19, + "value": "12", + "entity": "time", + "end": 21 + }, + { + "start": 12, + "value": "before", + "entity": "relative-time", + "end": 18 + } + ], + "text": "list events before 12", + "intent": "event-request" + }, + { + "entities": [ + { + "start": 18, + "value": "5", + "entity": "time", + "end": 19 + }, + { + "start": 12, + "value": "before", + "entity": "relative-time", + "end": 17 + } + ], + "text": "list events after 5", + "intent": "event-request" + }, + { + "entities": [ + { + "start": 12, + "value": 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"name": "intent_entity_featurizer_regex" + }, + { + "BILOU_flag": true, + "max_iterations": 50, + "features": [ + [ + "low", + "title", + "upper" + ], + [ + "bias", + "low", + "prefix5", + "prefix2", + "suffix5", + "suffix3", + "suffix2", + "upper", + "title", + "digit", + "pattern" + ], + [ + "low", + "title", + "upper" + ] + ], + "name": "ner_crf", + "classifier_file": "crf_model.pkl", + "class": "rasa_nlu.extractors.crf_entity_extractor.CRFEntityExtractor", + "L1_c": 0.1, + "L2_c": 0.1 + }, + { + "class": "rasa_nlu.extractors.entity_synonyms.EntitySynonymMapper", + "synonyms_file": "entity_synonyms.json", + "name": "ner_synonyms" + }, + { + "class": "rasa_nlu.classifiers.sklearn_intent_classifier.SklearnIntentClassifier", + "classifier_file": "intent_classifier_sklearn.pkl", + "scoring_function": "f1_weighted", + "max_cross_validation_folds": 5, + "name": "intent_classifier_sklearn", + "C": [ + 1, + 2, + 5, + 10, + 20, + 100 + ], + "kernels": [ + "linear" + ] + } + ], + "rasa_nlu_version": "0.13.5" +} \ No newline at end of file diff --git a/models/nlu/default/model_20181001-225516/regex_featurizer.json b/models/nlu/default/model_20181001-225516/regex_featurizer.json new file mode 100644 index 0000000..0637a08 --- /dev/null +++ b/models/nlu/default/model_20181001-225516/regex_featurizer.json @@ -0,0 +1 @@ +[] \ No newline at end of file diff --git a/models/nlu/default/model_20181001-225516/training_data.json b/models/nlu/default/model_20181001-225516/training_data.json new file mode 100644 index 0000000..b4d34f7 --- /dev/null +++ b/models/nlu/default/model_20181001-225516/training_data.json @@ -0,0 +1,623 @@ +{ + "rasa_nlu_data": { + "entity_synonyms": [], + "regex_features": [], + "lookup_tables": [], + "common_examples": [ + { + "text": "hey", + "intent": "greet" + }, + { + "text": "howdy", + "intent": "greet" + }, + { + "text": "hey there", + "intent": "greet" + }, + { + "text": "hello", + "intent": "greet" + }, + { + "text": "hi", + "intent": "greet" + }, + { + "text": "i'm looking for a place to eat", + "intent": "restaurant_search" + }, + { + "text": "i'm looking for a place in the north of town", + "intent": "restaurant_search" + }, + { + "text": "show me chinese restaurants", + "intent": "restaurant_search" + }, + { + "text": "yes", + "intent": "affirm" + }, + { + "text": "yep", + "intent": "affirm" + }, + { + "text": "yeah", + "intent": "affirm" + }, + { + "text": "show me a mexican place in the centre", + "intent": "restaurant_search" + }, + { + "text": "bye", + "intent": "goodbye" + }, + { + "text": "goodbye", + "intent": "goodbye" + }, + { + "text": "good bye", + "intent": "goodbye" + }, + { + "text": "stop", + "intent": "goodbye" + }, + { + "text": "end", + "intent": "goodbye" + }, + { + "text": "i am looking for an indian spot", + "intent": "restaurant_search" + }, + { + "text": "search for restaurants", + "intent": "restaurant_search" + }, + { + "text": "anywhere in the west", + "intent": "restaurant_search" + }, + { + "text": "central indian restaurant", + "intent": "restaurant_search" + }, + { + "text": "indeed", + "intent": "affirm" + }, + { + "text": "that's right", + "intent": "affirm" + }, + { + "text": "ok", + "intent": "affirm" + }, + { + "text": "great", + "intent": "affirm" + }, + { + "text": "hey", + "intent": "greet" + }, + { + "text": "howdy", + "intent": "greet" + }, + { + "text": "hey there", + "intent": "greet" + }, + { + "text": "hello", + "intent": "greet" + }, + { + "text": "hi", + "intent": "greet" + }, + { + "text": "i'm looking for a place to eat", + "intent": "restaurant_search" + }, + { + "text": "i'm looking for a place in the north of town", + "intent": "restaurant_search", + "entities": [ + { + "entity": "location", + "value": "north", + "start": 31, + "end": 36 + } + ] + }, + { + "text": "show me chinese restaurants", + "intent": "restaurant_search", + "entities": [ + { + "entity": "cuisine", + "value": "chinese", + "start": 8, + "end": 15 + } + ] + }, + { + "text": "yes", + "intent": "affirm" + }, + { + "text": "yep", + "intent": "affirm" + }, + { + "text": "yeah", + "intent": "affirm" + }, + { + "text": "show me a mexican place in the centre", + "intent": "restaurant_search", + "entities": [ + { + "entity": "location", + "value": "centre", + "start": 31, + "end": 37 + }, + { + "entity": "cuisine", + "value": "mexican", + "start": 10, + "end": 17 + } + ] + }, + { + "text": "bye", + "intent": "goodbye" + }, + { + "text": "goodbye", + "intent": "goodbye" + }, + { + "text": "good bye", + "intent": "goodbye" + }, + { + "text": "stop", + "intent": "goodbye" + }, + { + "text": "end", + "intent": "goodbye" + }, + { + "text": "i am looking for an indian spot", + "intent": "restaurant_search", + "entities": [ + { + "entity": "cuisine", + "value": "indian", + "start": 20, + "end": 26 + } + ] + }, + { + "text": "search for restaurants", + "intent": "restaurant_search" + }, + { + "text": "anywhere in the west", + "intent": "restaurant_search", + "entities": [ + { + "entity": "location", + "value": "west", + "start": 16, + "end": 20 + } + ] + }, + { + "text": "central indian restaurant", + "intent": "restaurant_search", + "entities": [ + { + "entity": "location", + "value": "central", + "start": 0, + "end": 7 + }, + { + "entity": "cuisine", + "value": "indian", + "start": 8, + "end": 14 + } + ] + }, + { + "text": "indeed", + "intent": "affirm" + }, + { + "text": "that's right", + "intent": "affirm" + }, + { + "text": "ok", + "intent": "affirm" + }, + { + "text": "great", + "intent": "affirm" + }, + { + "text": "who are you?", + "intent": "intro" + }, + { + "text": "what do you do?", + "intent": "intro" + }, + { + "text": "what can you do for me?", + "intent": "intro" + }, + { + "text": "hey", + "intent": "greet" + }, + { + "text": "hey", + "intent": "greet" + }, + { + "text": "howdy", + "intent": "greet" + }, + { + "text": "hey there", + "intent": "greet" + }, + { + "text": "hello", + "intent": "greet" + }, + { + "text": "hi", + "intent": "greet" + }, + { + "text": "yes", + "intent": "affirm" + }, + { + "text": "yep", + "intent": "affirm" + }, + { + "text": "yeah", + "intent": "affirm" + }, + { + "text": "bye", + "intent": "goodbye" + }, + { + "text": "goodbye", + "intent": "goodbye" + }, + { + "text": "good bye", + "intent": "goodbye" + }, + { + "text": "stop", + "intent": "goodbye" + }, + { + "text": "end", + "intent": "goodbye" + }, + { + "text": "indeed", + "intent": "affirm" + }, + { + "text": "that's right", + "intent": "affirm" + }, + { + "text": "ok", + "intent": "affirm" + }, + { + "text": "great", + "intent": "affirm" + }, + { + "text": "What is the event happening now", + "intent": "event-request", + "entities": [ + { + "entity": "time", + "value": "now", + "start": 28, + "end": 31 + } + ] + }, + { + "text": "What event is happening at Lecture hall 10 AM today", + "intent": "event-request", + "entities": [ + { + "entity": "time", + "value": "10 AM", + "start": 40, + "end": 45 + }, + { + "entity": "day", + "value": "today", + "start": 46, + "end": 51 + }, + { + "entity": "place", + "value": "Lecture hall", + "start": 27, + "end": 39 + } + ] + }, + { + "text": "What is the event same time tomorrow", + "intent": "event-request", + "entities": [ + { + "entity": "time", + "value": "same time", + "start": 18, + "end": 27 + }, + { + "entity": "day", + "value": "tomorrow", + "start": 28, + "end": 36 + } + ] + }, + { + "text": "What event is happening at Lecture hall 2 tommorrow 10 PM", + "intent": "event-request", + "entities": [ + { + "entity": "place", + "value": "Lecture hall 2", + "start": 27, + "end": 41 + }, + { + "entity": "time", + "value": "tomorrow 10 PM", + "start": 52, + "end": 57 + }, + { + "entity": "day", + "value": "tomorrow", + "start": 42, + "end": 51 + } + ] + }, + { + "text": "What event is happening at Lecture hall 6 AM today", + "intent": "event-request", + "entities": [ + { + "entity": "time", + "value": "10 AM", + "start": 40, + "end": 44 + }, + { + "entity": "day", + "value": "today", + "start": 45, + "end": 52 + }, + { + "entity": "place", + "value": "Lecture hall", + "start": 27, + "end": 39 + } + ] + }, + { + "text": "What event is happening at Lecture hall 6:30 PM today", + "intent": "event-request", + "entities": [ + { + "entity": "time", + "value": "10 AM", + "start": 40, + "end": 47 + }, + { + "entity": "day", + "value": "today", + "start": 48, + "end": 55 + }, + { + "entity": "place", + "value": "Lecture hall", + "start": 27, + "end": 39 + } + ] + }, + { + "text": "What event is happening at Lecture hall 6 30 PM today", + "intent": "event-request", + "entities": [ + { + "entity": "time", + "value": "10 AM", + "start": 40, + "end": 47 + }, + { + "entity": "day", + "value": "today", + "start": 48, + "end": 55 + }, + { + "entity": "place", + "value": "Lecture hall", + "start": 27, + "end": 39 + } + ] + }, + { + "text": "What event is happening at 6 30 PM today", + "intent": "event-request", + "entities": [ + { + "entity": "time", + "value": "6 30 PM", + "start": 27, + "end": 34 + }, + { + "entity": "day", + "value": "today", + "start": 35, + "end": 40 + } + ] + }, + { + "text": "What event is happening at 6", + "intent": "event-request", + "entities": [ + { + "entity": "time", + "value": "6", + "start": 27, + "end": 28 + } + ] + }, + { + "text": "What event is at 12", + "intent": "event-request", + "entities": [ + { + "entity": "time", + "value": "12", + "start": 17, + "end": 19 + } + ] + }, + { + "text": "list events before 12", + "intent": "event-request", + "entities": [ + { + "entity": "time", + "value": "12", + "start": 19, + "end": 21 + }, + { + "entity": "relative-time", + "value": "before", + "start": 12, + "end": 18 + } + ] + }, + { + "text": "list events after 5", + "intent": "event-request", + "entities": [ + { + "entity": "time", + "value": "5", + "start": 18, + "end": 19 + }, + { + "entity": "relative-time", + "value": "before", + "start": 12, + "end": 17 + } + ] + }, + { + "text": "when is the chatbot event happening", + "intent": "event-time", + "entities": [ + { + "entity": "event_name", + "value": "chatbot", + "start": 12, + "end": 19 + } + ] + }, + { + "text": "when is python 101 event happening", + "intent": "event-time", + "entities": [ + { + "entity": "event_name", + "value": "python 101", + "start": 8, + "end": 18 + } + ] + }, + { + "text": "what event is happening 2 tomorrow", + "intent": "event-request", + "entities": [ + { + "entity": "time", + "value": "2", + "start": 24, + "end": 25 + }, + { + "entity": "time", + "value": "2", + "start": 26, + "end": 34 + } + ] + } + ] + } +} \ No newline at end of file diff --git a/models/nlu/default/model_20181001-225525/crf_model.pkl b/models/nlu/default/model_20181001-225525/crf_model.pkl new file mode 100644 index 0000000000000000000000000000000000000000..5cc630eb9adc2c829ddb2acff920cf2ff5dd37a4 GIT binary patch literal 44635 zcmeHw2Y3|K`}KxSXwr*-p@)*NyU8Y-2nIrT2^|SFgk&LswAqASL_n9W2-1-vAT2ae 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"rasa_nlu.featurizers.spacy_featurizer.SpacyFeaturizer" + }, + { + "name": "intent_entity_featurizer_regex", + "class": "rasa_nlu.featurizers.regex_featurizer.RegexFeaturizer", + "regex_file": "regex_featurizer.json" + }, + { + "class": "rasa_nlu.extractors.crf_entity_extractor.CRFEntityExtractor", + "name": "ner_crf", + "max_iterations": 50, + "L2_c": 0.1, + "features": [ + [ + "low", + "title", + "upper" + ], + [ + "bias", + "low", + "prefix5", + "prefix2", + "suffix5", + "suffix3", + "suffix2", + "upper", + "title", + "digit", + "pattern" + ], + [ + "low", + "title", + "upper" + ] + ], + "BILOU_flag": true, + "classifier_file": "crf_model.pkl", + "L1_c": 0.1 + }, + { + "name": "ner_synonyms", + "synonyms_file": "entity_synonyms.json", + "class": "rasa_nlu.extractors.entity_synonyms.EntitySynonymMapper" + }, + { + "name": "intent_classifier_sklearn", + "classifier_file": "intent_classifier_sklearn.pkl", + "class": "rasa_nlu.classifiers.sklearn_intent_classifier.SklearnIntentClassifier", + "max_cross_validation_folds": 5, + "C": [ + 1, + 2, + 5, + 10, + 20, + 100 + ], + "kernels": [ + "linear" + ], + "scoring_function": "f1_weighted" + } + ] +} \ No newline at end of file diff --git a/models/nlu/default/model_20181001-230416/regex_featurizer.json b/models/nlu/default/model_20181001-230416/regex_featurizer.json new file mode 100644 index 0000000..0637a08 --- /dev/null +++ b/models/nlu/default/model_20181001-230416/regex_featurizer.json @@ -0,0 +1 @@ +[] \ No newline at end of file diff --git a/models/nlu/default/model_20181001-230416/training_data.json b/models/nlu/default/model_20181001-230416/training_data.json new file mode 100644 index 0000000..f9d5007 --- /dev/null +++ b/models/nlu/default/model_20181001-230416/training_data.json @@ -0,0 +1,363 @@ +{ + "rasa_nlu_data": { + "lookup_tables": [], + "regex_features": [], + "common_examples": [ + { + "intent": "intro", + "text": "who are you?" + }, + { + "intent": "intro", + "text": "what do you do?" + }, + { + "intent": "intro", + "text": "what can you do for me?" + }, + { + "intent": "greet", + "text": "hey" + }, + { + "intent": "greet", + "text": "hey" + }, + { + "intent": "greet", + "text": "howdy" + }, + { + "intent": "greet", + "text": "hey there" + }, + { + "intent": "greet", + "text": "hello" + }, + { + "intent": "greet", + "text": "hi" + }, + { + "intent": "affirm", + "text": "yes" + }, + { + "intent": "affirm", + "text": "yep" + }, + { + "intent": "affirm", + "text": "yeah" + }, + { + "intent": "goodbye", + "text": "bye" + }, + { + "intent": "goodbye", + "text": "goodbye" + }, + { + "intent": "goodbye", + "text": "good bye" + }, + { + "intent": "goodbye", + "text": "stop" + }, + { + "intent": "goodbye", + "text": "end" + }, + { + "intent": "affirm", + "text": "indeed" + }, + { + "intent": "affirm", + "text": "that's right" + }, + { + "intent": "affirm", + "text": "ok" + }, + { + "intent": "affirm", + "text": "great" + }, + { + "entities": [ + { + "end": 31, + "entity": "time", + "start": 28, + "value": "now" + } + ], + "intent": "event-request", + "text": "What is the event happening now" + }, + { + "entities": [ + { + "end": 45, + "entity": "time", + "start": 40, + "value": "10 AM" + }, + { + "end": 51, + "entity": "day", + "start": 46, + "value": "today" + }, + { + "end": 39, + "entity": "place", + "start": 27, + "value": "Lecture hall" + } + ], + "intent": "event-request", + "text": "What event is happening at Lecture hall 10 AM today" + }, + { + "entities": [ + { + "end": 27, + "entity": "time", + "start": 18, + "value": "same time" + }, + { + "end": 36, + "entity": "day", + "start": 28, + "value": "tomorrow" + } + ], + "intent": "event-request", + "text": "What is the event same time tomorrow" + }, + { + "entities": [ + { + "end": 41, + "entity": "place", + "start": 27, + "value": "Lecture hall 2" + }, + { + "end": 57, + "entity": "time", + "start": 52, + "value": "tomorrow 10 PM" + }, + { + "end": 51, + "entity": "day", + "start": 42, + "value": "tomorrow" + } + ], + "intent": "event-request", + "text": "What event is happening at Lecture hall 2 tommorrow 10 PM" + }, + { + "entities": [ + { + "end": 46, + "entity": "time", + "start": 42, + "value": "10 AM" + }, + { + "end": 52, + "entity": "day", + "start": 47, + "value": "today" + }, + { + "end": 41, + "entity": "place", + "start": 29, + "value": "Lecture hall" + } + ], + "intent": "event-request", + "text": "What event is happening at Lecture hall 6 AM today" + }, + { + "entities": [ + { + "end": 47, + "entity": "time", + "start": 40, + "value": "10 AM" + }, + { + "end": 55, + "entity": "day", + "start": 48, + "value": "today" + }, + { + "end": 39, + "entity": "place", + "start": 27, + "value": "Lecture hall" + } + ], + "intent": "event-request", + "text": "What event is happening at Lecture hall 6:30 PM today" + }, + { + "entities": [ + { + "end": 49, + "entity": "time", + "start": 41, + "value": "10 AM" + }, + { + "end": 55, + "entity": "day", + "start": 50, + "value": "today" + }, + { + "end": 41, + "entity": "place", + "start": 29, + "value": "Lecture hall" + } + ], + "intent": "event-request", + "text": "What event is happening at Lecture hall 6 30 PM today" + }, + { + "entities": [ + { + "end": 34, + "entity": "time", + "start": 27, + "value": "6 30 PM" + }, + { + "end": 40, + "entity": "day", + "start": 35, + "value": "today" + } + ], + "intent": "event-request", + "text": "What event is happening at 6 30 PM today" + }, + { + "entities": [ + { + "end": 28, + "entity": "time", + "start": 27, + "value": "6" + } + ], + "intent": "event-request", + "text": "What event is happening at 6" + }, + { + "entities": [ + { + "end": 19, + "entity": "time", + "start": 17, + "value": "12" + } + ], + "intent": "event-request", + "text": "What event is at 12" + }, + { + "entities": [ + { + "end": 21, + "entity": "time", + "start": 19, + "value": "12" + }, + { + "end": 18, + "entity": "relative-time", + 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], + [ + "low", + "title", + "upper" + ] + ], + "L2_c": 0.1, + "classifier_file": "crf_model.pkl", + "max_iterations": 50, + "BILOU_flag": true, + "name": "ner_crf", + "class": "rasa_nlu.extractors.crf_entity_extractor.CRFEntityExtractor" + }, + { + "synonyms_file": "entity_synonyms.json", + "name": "ner_synonyms", + "class": "rasa_nlu.extractors.entity_synonyms.EntitySynonymMapper" + }, + { + "C": [ + 1, + 2, + 5, + 10, + 20, + 100 + ], + "classifier_file": "intent_classifier_sklearn.pkl", + "max_cross_validation_folds": 5, + "kernels": [ + "linear" + ], + "name": "intent_classifier_sklearn", + "class": "rasa_nlu.classifiers.sklearn_intent_classifier.SklearnIntentClassifier", + "scoring_function": "f1_weighted" + } + ], + "rasa_nlu_version": "0.13.5", + "training_data": "training_data.json", + "trained_at": "20181001-230506" +} \ No newline at end of file diff --git a/models/nlu/default/model_20181001-230506/regex_featurizer.json b/models/nlu/default/model_20181001-230506/regex_featurizer.json new file mode 100644 index 0000000..0637a08 --- /dev/null +++ b/models/nlu/default/model_20181001-230506/regex_featurizer.json @@ -0,0 +1 @@ +[] \ No newline at end of file diff --git a/models/nlu/default/model_20181001-230506/training_data.json b/models/nlu/default/model_20181001-230506/training_data.json new file mode 100644 index 0000000..a6c5be5 --- /dev/null +++ b/models/nlu/default/model_20181001-230506/training_data.json @@ -0,0 +1,363 @@ +{ + "rasa_nlu_data": { + "common_examples": [ + { + "intent": "intro", + "text": "who are you?" + }, + { + "intent": "intro", + "text": "what do you do?" + }, + { + "intent": "intro", + "text": "what can you do for me?" + }, + { + "intent": "greet", + "text": "hey" + }, + { + "intent": "greet", + "text": "hey" + }, + { + "intent": "greet", + "text": "howdy" + }, + { + "intent": "greet", + "text": "hey there" + }, + { + "intent": "greet", + "text": "hello" + }, + { + "intent": 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"value": "today", + "end": 51, + "start": 46, + "entity": "day" + }, + { + "value": "Lecture hall", + "end": 39, + "start": 27, + "entity": "place" + } + ] + }, + { + "intent": "event-request", + "text": "What is the event same time tomorrow", + "entities": [ + { + "value": "same time", + "end": 27, + "start": 18, + "entity": "time" + }, + { + "value": "tomorrow", + "end": 36, + "start": 28, + "entity": "day" + } + ] + }, + { + "intent": "event-request", + "text": "What event is happening at Lecture hall 2 tommorrow 10 PM", + "entities": [ + { + "value": "Lecture hall 2", + "end": 41, + "start": 27, + "entity": "place" + }, + { + "value": "tomorrow 10 PM", + "end": 57, + "start": 52, + "entity": "time" + }, + { + "value": "tomorrow", + "end": 51, + "start": 42, + "entity": "day" + } + ] + }, + { + "intent": "event-request", + "text": "What event is happening at Lecture hall 6 AM today", + "entities": [ + { + "value": "10 AM", + "end": 45, + "start": 41, + "entity": "time" + }, + { + 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"rasa_nlu.tokenizers.spacy_tokenizer.SpacyTokenizer" + }, + { + "name": "intent_featurizer_spacy", + "class": "rasa_nlu.featurizers.spacy_featurizer.SpacyFeaturizer" + }, + { + "name": "intent_entity_featurizer_regex", + "regex_file": "regex_featurizer.json", + "class": "rasa_nlu.featurizers.regex_featurizer.RegexFeaturizer" + }, + { + "max_iterations": 50, + "classifier_file": "crf_model.pkl", + "BILOU_flag": true, + "L1_c": 0.1, + "L2_c": 0.1, + "class": "rasa_nlu.extractors.crf_entity_extractor.CRFEntityExtractor", + "name": "ner_crf", + "features": [ + [ + "low", + "title", + "upper" + ], + [ + "bias", + "low", + "prefix5", + "prefix2", + "suffix5", + "suffix3", + "suffix2", + "upper", + "title", + "digit", + "pattern" + ], + [ + "low", + "title", + "upper" + ] + ] + }, + { + "name": "ner_synonyms", + "synonyms_file": "entity_synonyms.json", + "class": "rasa_nlu.extractors.entity_synonyms.EntitySynonymMapper" + }, + { + "kernels": [ + "linear" + ], + "name": "intent_classifier_sklearn", + "max_cross_validation_folds": 5, + "classifier_file": "intent_classifier_sklearn.pkl", + "C": [ + 1, + 2, + 5, + 10, + 20, + 100 + ], + "scoring_function": "f1_weighted", + "class": "rasa_nlu.classifiers.sklearn_intent_classifier.SklearnIntentClassifier" + } + ], + "rasa_nlu_version": "0.13.5", + "trained_at": "20181002-131801" +} \ No newline at end of file diff --git a/models/nlu/default/model_20181002-131801/regex_featurizer.json b/models/nlu/default/model_20181002-131801/regex_featurizer.json new file mode 100644 index 0000000..0637a08 --- /dev/null +++ b/models/nlu/default/model_20181002-131801/regex_featurizer.json @@ -0,0 +1 @@ +[] \ No newline at end of file diff --git a/models/nlu/default/model_20181002-131801/training_data.json b/models/nlu/default/model_20181002-131801/training_data.json new file mode 100644 index 0000000..1a89a32 --- /dev/null +++ b/models/nlu/default/model_20181002-131801/training_data.json @@ -0,0 +1,363 @@ +{ + "rasa_nlu_data": { + "regex_features": [], + "lookup_tables": [], + "common_examples": [ + { + "text": "who are you?", + "intent": "intro" + }, + { + "text": "what do you do?", + "intent": "intro" + }, + { + "text": "what can you do for me?", + "intent": "intro" + }, + { + "text": "hey", + "intent": "greet" + }, + { + "text": "hey", + "intent": "greet" + }, + { + "text": "howdy", + "intent": "greet" + }, + { + "text": "hey there", + "intent": "greet" + }, + { + "text": "hello", + "intent": "greet" + }, + { + "text": "hi", + "intent": "greet" + }, + { + "text": "yes", + "intent": "affirm" + }, + { + "text": "yep", + "intent": "affirm" + }, + { + "text": "yeah", + "intent": "affirm" + }, + { + "text": "bye", + "intent": "goodbye" + }, + { + "text": "goodbye", + "intent": "goodbye" + }, + { + "text": "good bye", + "intent": "goodbye" + }, + { + "text": "stop", + "intent": "goodbye" + }, + { + "text": "end", + "intent": "goodbye" + }, + { + "text": "indeed", + "intent": "affirm" + }, + { + "text": "that's right", + "intent": "affirm" + }, + { + "text": "ok", + "intent": "affirm" + }, + { + "text": "great", + "intent": "affirm" + }, + { + "text": "What is the event happening now", + "intent": "event-request", + "entities": [ + { + "value": "now", + "entity": "time", + "end": 31, + "start": 28 + } + ] + }, + { + "text": "What event is happening at Lecture hall 10 AM today", + "intent": "event-request", + "entities": [ + { + "value": "10 AM", + "entity": "time", + "end": 45, + "start": 40 + }, + { + "value": "today", + "entity": "day", + "end": 51, + "start": 46 + }, + { + "value": "Lecture hall", + "entity": "place", + "end": 39, + "start": 27 + } + ] + }, + { + "text": "What is the event same time tomorrow", + "intent": "event-request", + "entities": [ + { + "value": "same time", + "entity": "time", + "end": 27, + "start": 18 + }, + { + "value": "tomorrow", + "entity": "day", + "end": 36, + "start": 28 + } + ] + }, + { + "text": "What event is happening at Lecture hall 2 tommorrow 10 PM", + "intent": "event-request", + "entities": [ + { + "value": "Lecture hall 2", + "entity": "place", + "end": 41, + "start": 27 + }, + { + "value": "tomorrow 10 PM", + "entity": "time", + "end": 57, + "start": 52 + }, + { + "value": "tomorrow", + "entity": "day", + "end": 51, + "start": 42 + } + ] + }, + { + "text": "What event is happening at Lecture hall 6 AM today", + "intent": "event-request", + "entities": [ + { + "value": "6 AM", + "entity": "time", + "end": 45, + "start": 40 + }, + { + "value": "today", + "entity": "day", + "end": 51, + "start": 45 + }, + { + "value": "Lecture hall", + "entity": "place", + "end": 39, + "start": 27 + } + ] + }, + { + "text": "What event is happening at Lecture hall 6:30 PM today", + "intent": "event-request", + "entities": [ + { + "value": "10 AM", + "entity": "time", + "end": 47, + "start": 40 + }, + { + "value": "today", + "entity": "day", + "end": 55, + "start": 48 + }, + { + "value": "Lecture hall", + "entity": "place", + "end": 39, + "start": 27 + } + ] + }, + { + "text": "What event is happening at Lecture hall 6 30 PM today", + "intent": "event-request", + "entities": [ + { + "value": "10 AM", + "entity": "time", + "end": 49, + "start": 41 + }, + { + "value": "today", + "entity": "day", + "end": 55, + "start": 50 + }, + { + "value": "Lecture hall", + "entity": "place", + "end": 41, + "start": 29 + } + ] + }, + { + "text": "What event is happening at 6 30 PM today", + "intent": "event-request", + "entities": [ + { + "value": "6 30 PM", + "entity": "time", + "end": 34, + "start": 27 + }, + { + "value": "today", + "entity": "day", + "end": 40, + "start": 35 + } + ] + }, + { + "text": "What event is happening at 6", + "intent": "event-request", + "entities": [ + { + "value": "6", + "entity": "time", + "end": 28, + "start": 27 + } + ] + }, + { + "text": "What event is at 12", + "intent": "event-request", + "entities": [ + { + "value": "12", + "entity": "time", + "end": 19, + "start": 17 + } + ] + }, + { + "text": "list events before 12", + "intent": "event-request", + "entities": [ + { + "value": "12", + "entity": "time", + "end": 21, + "start": 19 + }, + { + "value": "before", + "entity": "relative-time", + "end": 18, + "start": 12 + } + ] + }, + { + "text": "list events after 5", + "intent": "event-request", + "entities": [ + { + "value": "5", + "entity": "time", + "end": 19, + "start": 18 + }, + { + "value": "before", + "entity": "relative-time", + "end": 17, + "start": 12 + } + ] + }, + { + "text": "when is the chatbot event happening", + "intent": "event-time", + "entities": [ + { + "value": "chatbot", + "entity": "event_name", + "end": 19, + "start": 12 + } + ] + }, + { + "text": "when is python 101 event happening", + "intent": "event-time", + "entities": [ + { + "value": "python 101", + "entity": "event_name", + "end": 18, + "start": 8 + } + ] + }, + { + "text": "what event is happening 2 tomorrow", + "intent": "event-request", + "entities": [ + { + "value": "2", + "entity": 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"name": "intent_featurizer_spacy", + "class": "rasa_nlu.featurizers.spacy_featurizer.SpacyFeaturizer" + }, + { + "name": "intent_entity_featurizer_regex", + "regex_file": "regex_featurizer.json", + "class": "rasa_nlu.featurizers.regex_featurizer.RegexFeaturizer" + }, + { + "class": "rasa_nlu.extractors.crf_entity_extractor.CRFEntityExtractor", + "name": "ner_crf", + "features": [ + [ + "low", + "title", + "upper" + ], + [ + "bias", + "low", + "prefix5", + "prefix2", + "suffix5", + "suffix3", + "suffix2", + "upper", + "title", + "digit", + "pattern" + ], + [ + "low", + "title", + "upper" + ] + ], + "max_iterations": 50, + "L1_c": 0.1, + "BILOU_flag": true, + "L2_c": 0.1, + "classifier_file": "crf_model.pkl" + }, + { + "name": "ner_synonyms", + "synonyms_file": "entity_synonyms.json", + "class": "rasa_nlu.extractors.entity_synonyms.EntitySynonymMapper" + }, + { + "kernels": [ + "linear" + ], + "name": "intent_classifier_sklearn", + "class": "rasa_nlu.classifiers.sklearn_intent_classifier.SklearnIntentClassifier", + "max_cross_validation_folds": 5, + "classifier_file": "intent_classifier_sklearn.pkl", + "scoring_function": "f1_weighted", + "C": [ + 1, + 2, + 5, + 10, + 20, + 100 + ] + } + ], + "rasa_nlu_version": "0.13.5", + "language": "en", + "trained_at": "20181002-132131", + "training_data": "training_data.json" +} \ No newline at end of file diff --git a/models/nlu/default/model_20181002-132131/regex_featurizer.json b/models/nlu/default/model_20181002-132131/regex_featurizer.json new file mode 100644 index 0000000..0637a08 --- /dev/null +++ b/models/nlu/default/model_20181002-132131/regex_featurizer.json @@ -0,0 +1 @@ +[] \ No newline at end of file diff --git a/models/nlu/default/model_20181002-132131/training_data.json b/models/nlu/default/model_20181002-132131/training_data.json new file mode 100644 index 0000000..b066a3c --- /dev/null +++ b/models/nlu/default/model_20181002-132131/training_data.json @@ -0,0 +1,363 @@ +{ + "rasa_nlu_data": { + "regex_features": [], + "entity_synonyms": [], + "lookup_tables": [], + "common_examples": [ + { + "intent": "intro", + "text": "who are you?" + }, + { + "intent": "intro", + "text": "what do you do?" + }, + { + "intent": "intro", + "text": "what can you do for me?" + }, + { + "intent": "greet", + "text": "hey" + }, + { + "intent": "greet", + "text": "hey" + }, + { + "intent": "greet", + "text": "howdy" + }, + { + "intent": "greet", + "text": "hey there" + }, + { + "intent": "greet", + "text": "hello" + }, + { + "intent": "greet", + "text": "hi" + }, + { + "intent": "affirm", + "text": "yes" + }, + { + "intent": "affirm", + "text": "yep" + }, + { + "intent": "affirm", + "text": "yeah" + }, + { + "intent": "goodbye", + "text": "bye" + }, + { + "intent": "goodbye", + "text": "goodbye" + }, + { + "intent": "goodbye", + "text": "good bye" + }, + { + "intent": "goodbye", + "text": "stop" + }, + { + "intent": "goodbye", + "text": "end" + }, + { + "intent": "affirm", + "text": "indeed" + }, + { + "intent": "affirm", + "text": "that's right" + }, + { + "intent": "affirm", + "text": "ok" + }, + { + "intent": "affirm", + "text": "great" + }, + { + "intent": "event-request", + "entities": [ + { + "value": "now", + "entity": "time", + "start": 28, + "end": 31 + } + ], + "text": "What is the event happening now" + }, + { + "intent": "event-request", + "entities": [ + { + "value": "10 AM", + "entity": "time", + "start": 40, + "end": 45 + }, + { + "value": "today", + "entity": "day", + "start": 46, + "end": 51 + }, + { + "value": "Lecture hall", + "entity": "place", + "start": 27, + "end": 39 + } + ], + "text": "What event is happening at Lecture hall 10 AM today" + }, + { + "intent": "event-request", + "entities": [ + { + "value": "same time", + "entity": "time", + "start": 18, + "end": 27 + }, + { + "value": "tomorrow", + "entity": "day", + "start": 28, + "end": 36 + } + ], + "text": "What is the event same time tomorrow" + }, + { + "intent": "event-request", + "entities": [ + { + "value": "Lecture hall 2", + "entity": "place", + "start": 27, + "end": 41 + }, + { + "value": "tomorrow 10 PM", + "entity": "time", + "start": 52, + "end": 57 + }, + { + "value": "tomorrow", + "entity": "day", + "start": 42, + "end": 51 + } + ], + "text": "What event is happening at Lecture hall 2 tommorrow 10 PM" + }, + { + "intent": "event-request", + "entities": [ + { + "value": "6 AM", + "entity": "time", + "start": 40, + "end": 45 + }, + { + "value": "today", + "entity": "day", + "start": 45, + "end": 51 + }, + { + "value": "Lecture hall", + "entity": "place", + "start": 27, + "end": 39 + } + ], + "text": "What event is happening at Lecture hall 6 AM today" + }, + { + "intent": "event-request", + "entities": [ + { + "value": "10 AM", + "entity": "time", + "start": 40, + "end": 47 + }, + { + "value": "today", + "entity": "day", + "start": 48, + "end": 55 + }, + { + "value": "Lecture hall", + "entity": "place", + "start": 27, + "end": 39 + } + ], + "text": "What event is happening at Lecture hall 6:30 PM today" + }, + { + "intent": "event-request", + "entities": [ + { + "value": "10 AM", + "entity": "time", + "start": 41, + "end": 49 + }, + { + "value": "today", + "entity": "day", + "start": 50, + "end": 55 + }, + { + "value": "Lecture hall", + "entity": "place", + "start": 29, + "end": 41 + } + ], + "text": "What event is happening at Lecture hall 6 30 PM today" + }, + { + "intent": "event-request", + "entities": [ + { + "value": "6 30 PM", + "entity": "time", + "start": 27, + "end": 34 + }, + { + "value": "today", + "entity": "day", + "start": 35, + "end": 40 + } + ], + "text": "What event is happening at 6 30 PM today" + }, + { + "intent": "event-request", + "entities": [ + { + "value": "6", + "entity": "time", + "start": 27, + "end": 28 + } + ], + "text": "What event is happening at 6" + }, + { + "intent": "event-request", + "entities": [ + { + "value": "12", + "entity": "time", + "start": 17, + "end": 19 + } + ], + "text": "What event is at 12" + }, + { + "intent": "event-request", + "entities": [ + { + "value": "12", + "entity": "time", + "start": 19, + "end": 21 + }, + { + "value": "before", + "entity": "relative-time", + "start": 12, + "end": 18 + } + ], + "text": "list events before 12" + }, + { + "intent": "event-request", + "entities": [ + { + "value": "5", + "entity": "time", + "start": 18, + "end": 19 + }, + { + "value": "before", + "entity": "relative-time", + "start": 12, + "end": 17 + } + ], + "text": "list events after 5" + }, + { + "intent": "event-time", + "entities": [ + { + "value": "chatbot", + "entity": "event_name", + "start": 12, + "end": 19 + } + ], + "text": "when is the chatbot event happening" + }, + { + "intent": "event-time", + "entities": [ + { + "value": "python 101", + "entity": "event_name", + "start": 8, + "end": 18 + } + ], + "text": "when is python 101 event happening" + }, + { + "intent": "event-request", + "entities": [ + { + "value": "2", + "entity": "time", + 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"name": "tokenizer_spacy", + "class": "rasa_nlu.tokenizers.spacy_tokenizer.SpacyTokenizer" + }, + { + "name": "intent_featurizer_spacy", + "class": "rasa_nlu.featurizers.spacy_featurizer.SpacyFeaturizer" + }, + { + "regex_file": "regex_featurizer.json", + "name": "intent_entity_featurizer_regex", + "class": "rasa_nlu.featurizers.regex_featurizer.RegexFeaturizer" + }, + { + "class": "rasa_nlu.extractors.crf_entity_extractor.CRFEntityExtractor", + "L1_c": 0.1, + "name": "ner_crf", + "features": [ + [ + "low", + "title", + "upper" + ], + [ + "bias", + "low", + "prefix5", + "prefix2", + "suffix5", + "suffix3", + "suffix2", + "upper", + "title", + "digit", + "pattern" + ], + [ + "low", + "title", + "upper" + ] + ], + "L2_c": 0.1, + "BILOU_flag": true, + "classifier_file": "crf_model.pkl", + "max_iterations": 50 + }, + { + "synonyms_file": "entity_synonyms.json", + "name": "ner_synonyms", + "class": "rasa_nlu.extractors.entity_synonyms.EntitySynonymMapper" + }, + { + "scoring_function": "f1_weighted", + "classifier_file": "intent_classifier_sklearn.pkl", + "class": "rasa_nlu.classifiers.sklearn_intent_classifier.SklearnIntentClassifier", + "max_cross_validation_folds": 5, + "name": "intent_classifier_sklearn", + "C": [ + 1, + 2, + 5, + 10, + 20, + 100 + ], + "kernels": [ + "linear" + ] + } + ], + "language": "en", + "rasa_nlu_version": "0.13.5", + "trained_at": "20181002-132237" +} \ No newline at end of file diff --git a/models/nlu/default/model_20181002-132237/regex_featurizer.json b/models/nlu/default/model_20181002-132237/regex_featurizer.json new file mode 100644 index 0000000..0637a08 --- /dev/null +++ b/models/nlu/default/model_20181002-132237/regex_featurizer.json @@ -0,0 +1 @@ +[] \ No newline at end of file diff --git a/models/nlu/default/model_20181002-132237/training_data.json b/models/nlu/default/model_20181002-132237/training_data.json new file mode 100644 index 0000000..e8b1706 --- /dev/null +++ b/models/nlu/default/model_20181002-132237/training_data.json @@ -0,0 +1,363 @@ +{ + "rasa_nlu_data": { + "common_examples": [ + { + "intent": "intro", + "text": "who are you?" + }, + { + "intent": "intro", + "text": "what do you do?" + }, + { + "intent": "intro", + "text": "what can you do for me?" + }, + { + "intent": "greet", + "text": "hey" + }, + { + "intent": "greet", + "text": "hey" + }, + { + "intent": "greet", + "text": "howdy" + }, + { + "intent": "greet", + "text": "hey there" + }, + { + "intent": "greet", + "text": "hello" + }, + { + "intent": "greet", + "text": "hi" + }, + { + "intent": "affirm", + "text": "yes" + }, + { + "intent": "affirm", + "text": "yep" + }, + { + "intent": "affirm", + "text": "yeah" + }, + { + "intent": "goodbye", + "text": "bye" + }, + { + "intent": "goodbye", + "text": "goodbye" + }, + { + "intent": "goodbye", + "text": "good bye" + }, + { + "intent": "goodbye", + "text": "stop" + }, + { + "intent": "goodbye", + "text": "end" + }, + { + "intent": "affirm", + "text": "indeed" + }, + { + "intent": "affirm", + "text": "that's right" + }, + { + "intent": "affirm", + "text": "ok" + }, + { + "intent": "affirm", + "text": "great" + }, + { + "intent": "event-request", + "text": "What is the event happening now", + "entities": [ + { + "end": 31, + "value": "now", + "entity": "time", + "start": 28 + } + ] + }, + { + "intent": "event-request", + "text": "What event is happening at Lecture hall 10 AM today", + "entities": [ + { + "end": 45, + "value": "10 AM", + "entity": "time", + "start": 40 + }, + { + "end": 51, + "value": "today", + "entity": "day", + "start": 46 + }, + { + "end": 39, + "value": "Lecture hall", + "entity": "place", + "start": 27 + } + ] + }, + { + "intent": "event-request", + "text": "What is the event same time tomorrow", + "entities": [ + { + "end": 27, + "value": "same time", + "entity": "time", + "start": 18 + }, + { + "end": 36, + "value": "tomorrow", + "entity": "day", + "start": 28 + } + ] + }, + { + "intent": "event-request", + "text": "What event is happening at Lecture hall 2 tommorrow 10 PM", + "entities": [ + { + "end": 41, + "value": "Lecture hall 2", + "entity": "place", + "start": 27 + }, + { + "end": 57, + "value": "tomorrow 10 PM", + "entity": "time", + "start": 52 + }, + { + "end": 51, + "value": "tomorrow", + "entity": "day", + "start": 42 + } + ] + }, + { + "intent": "event-request", + "text": "What event is happening at Lecture hall 6 AM today", + "entities": [ + { + "end": 45, + "value": "6 AM", + "entity": "time", + "start": 40 + }, + { + "end": 51, + "value": "today", + "entity": "day", + "start": 45 + }, + { + "end": 39, + "value": "Lecture hall", + "entity": "place", + "start": 27 + } + ] + }, + { + "intent": "event-request", + "text": "What event is happening at Lecture hall 6:30 PM today", + "entities": [ + { + "end": 47, + "value": "10 AM", + "entity": "time", + "start": 40 + }, + { + "end": 55, + "value": "today", + "entity": "day", + "start": 48 + }, + { + "end": 39, 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b/models/nlu/default/model_20181002-132627/metadata.json @@ -0,0 +1,84 @@ +{ + "pipeline": [ + { + "name": "nlp_spacy", + "class": "rasa_nlu.utils.spacy_utils.SpacyNLP", + "model": "en", + "case_sensitive": false + }, + { + "name": "tokenizer_spacy", + "class": "rasa_nlu.tokenizers.spacy_tokenizer.SpacyTokenizer" + }, + { + "name": "intent_featurizer_spacy", + "class": "rasa_nlu.featurizers.spacy_featurizer.SpacyFeaturizer" + }, + { + "name": "intent_entity_featurizer_regex", + "regex_file": "regex_featurizer.json", + "class": "rasa_nlu.featurizers.regex_featurizer.RegexFeaturizer" + }, + { + "name": "ner_crf", + "features": [ + [ + "low", + "title", + "upper" + ], + [ + "bias", + "low", + "prefix5", + "prefix2", + "suffix5", + "suffix3", + "suffix2", + "upper", + "title", + "digit", + "pattern" + ], + [ + "low", + "title", + "upper" + ] + ], + "class": "rasa_nlu.extractors.crf_entity_extractor.CRFEntityExtractor", + "L2_c": 0.1, + "classifier_file": "crf_model.pkl", + "L1_c": 0.1, + "BILOU_flag": true, + "max_iterations": 50 + }, + { + "name": "ner_synonyms", + "synonyms_file": "entity_synonyms.json", + "class": "rasa_nlu.extractors.entity_synonyms.EntitySynonymMapper" + }, + { + "max_cross_validation_folds": 5, + "scoring_function": "f1_weighted", + "class": "rasa_nlu.classifiers.sklearn_intent_classifier.SklearnIntentClassifier", + "name": "intent_classifier_sklearn", + "classifier_file": "intent_classifier_sklearn.pkl", + "C": [ + 1, + 2, + 5, + 10, + 20, + 100 + ], + "kernels": [ + "linear" + ] + } + ], + "language": "en", + "rasa_nlu_version": "0.13.5", + "trained_at": "20181002-132627", + "training_data": "training_data.json" +} \ No newline at end of file diff --git a/models/nlu/default/model_20181002-132627/regex_featurizer.json b/models/nlu/default/model_20181002-132627/regex_featurizer.json new file mode 100644 index 0000000..0637a08 --- /dev/null +++ b/models/nlu/default/model_20181002-132627/regex_featurizer.json @@ -0,0 +1 @@ +[] \ No newline at end of file diff --git a/models/nlu/default/model_20181002-132627/training_data.json b/models/nlu/default/model_20181002-132627/training_data.json new file mode 100644 index 0000000..bd929e2 --- /dev/null +++ b/models/nlu/default/model_20181002-132627/training_data.json @@ -0,0 +1,363 @@ +{ + "rasa_nlu_data": { + "entity_synonyms": [], + "common_examples": [ + { + "intent": "intro", + "text": "who are you?" + }, + { + "intent": "intro", + "text": "what do you do?" + }, + { + "intent": "intro", + "text": "what can you do for me?" + }, + { + "intent": "greet", + "text": "hey" + }, + { + "intent": "greet", + "text": "hey" + }, + { + "intent": "greet", + "text": "howdy" + }, + { + "intent": "greet", + "text": "hey there" + }, + { + "intent": "greet", + "text": "hello" + }, + { + "intent": "greet", + "text": "hi" + }, + { + "intent": "affirm", + "text": "yes" + }, + { + "intent": "affirm", + "text": "yep" + }, + { + "intent": "affirm", + "text": "yeah" + }, + { + "intent": "goodbye", + "text": "bye" + }, + { + "intent": "goodbye", + "text": "goodbye" + }, + { + "intent": "goodbye", + "text": "good bye" + }, + { + "intent": "goodbye", + "text": "stop" + }, + { + "intent": "goodbye", + "text": "end" + }, + { + "intent": "affirm", + "text": "indeed" + }, + { + "intent": "affirm", + "text": "that's right" + }, + { + "intent": "affirm", + "text": "ok" + }, + { + "intent": "affirm", + "text": "great" + }, + { + "intent": "event-request", + "entities": [ + { + "start": 28, + "value": "now", + "end": 31, + "entity": "time" + } + ], + "text": "What is the event happening now" + }, + { + "intent": "event-request", + "entities": [ + { + "start": 40, + "value": "10 AM", + "end": 45, + "entity": "time" + }, + { + "start": 46, + "value": "today", + "end": 51, + "entity": "day" + }, + { + "start": 27, + "value": "Lecture hall", + "end": 39, + "entity": "place" + } + ], + "text": "What event is happening at Lecture hall 10 AM today" + }, + { + "intent": "event-request", + "entities": [ + { + "start": 18, + "value": "same time", + "end": 27, + "entity": "time" + }, + { + "start": 28, + "value": "tomorrow", + "end": 36, + "entity": "day" + } + ], + "text": "What is the event same time tomorrow" + }, + { + "intent": "event-request", + "entities": [ + { + "start": 27, + "value": "Lecture hall 2", + "end": 41, + "entity": "place" + }, + { + "start": 52, + "value": "tomorrow 10 PM", + "end": 57, + "entity": "time" + }, + { + "start": 42, + "value": "tomorrow", + "end": 51, + "entity": "day" + } + ], + "text": "What event is happening at Lecture hall 2 tommorrow 10 PM" + }, + { + "intent": "event-request", + "entities": [ + { + "start": 40, + "value": "6 AM", + "end": 45, + "entity": "time" + }, + { + "start": 45, + "value": "today", + "end": 51, + "entity": "day" + }, + { + "start": 27, + "value": "Lecture hall", + "end": 39, + "entity": "place" + } + ], + "text": "What event is happening at Lecture hall 6 AM today" + }, + { + "intent": "event-request", + "entities": [ + { + "start": 40, + "value": "10 AM", + "end": 47, + "entity": "time" + }, + { + "start": 48, + "value": "today", + "end": 55, + "entity": "day" + }, + { + "start": 27, + "value": "Lecture hall", + "end": 39, + "entity": "place" + } + ], + "text": "What event is happening at Lecture hall 6:30 PM today" + }, + { + "intent": "event-request", + "entities": [ + { + "start": 41, + "value": "10 AM", + "end": 49, + "entity": "time" + }, + { + "start": 50, + "value": "today", + "end": 55, + "entity": "day" + }, + { + "start": 29, + "value": "Lecture hall", + "end": 41, + "entity": "place" + } + ], + "text": "What event is happening at Lecture hall 6 30 PM today" + }, + { + "intent": "event-request", + "entities": [ + { + "start": 27, + "value": "6 30 PM", + "end": 34, + "entity": "time" + }, + { + "start": 35, + "value": "today", + "end": 40, + "entity": "day" + } + ], + "text": "What event is happening at 6 30 PM today" + }, + { + "intent": "event-request", + "entities": [ + { + "start": 27, + "value": "6", + "end": 28, + "entity": "time" + } + ], + "text": "What event is happening at 6" + }, + { + "intent": "event-request", + "entities": [ + { + "start": 17, + "value": "12", + "end": 19, + "entity": "time" + } + ], + "text": "What event is at 12" + }, + { + "intent": "event-request", + "entities": [ + { + "start": 19, + "value": "12", + "end": 21, + "entity": "time" + }, + { + "start": 12, + "value": "before", + "end": 18, + "entity": "relative-time" + } + ], + "text": "list events before 12" + }, + { + "intent": "event-request", + "entities": [ + { + "start": 18, + "value": "5", + "end": 19, + "entity": "time" + }, + { + "start": 12, + "value": "before", + "end": 17, + "entity": "relative-time" + } + ], + "text": "list events after 5" + }, + { + "intent": "event-time", + "entities": [ + { + "start": 12, + "value": "chatbot", + "end": 19, + "entity": "event_name" + } + ], + "text": "when is the chatbot event happening" + }, + { + "intent": "event-time", + "entities": [ + { 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"pipeline": [ + { + "model": "en", + "case_sensitive": false, + "name": "nlp_spacy", + "class": "rasa_nlu.utils.spacy_utils.SpacyNLP" + }, + { + "name": "tokenizer_spacy", + "class": "rasa_nlu.tokenizers.spacy_tokenizer.SpacyTokenizer" + }, + { + "name": "intent_featurizer_spacy", + "class": "rasa_nlu.featurizers.spacy_featurizer.SpacyFeaturizer" + }, + { + "regex_file": "regex_featurizer.json", + "name": "intent_entity_featurizer_regex", + "class": "rasa_nlu.featurizers.regex_featurizer.RegexFeaturizer" + }, + { + "max_iterations": 50, + "L2_c": 0.1, + "name": "ner_crf", + "class": "rasa_nlu.extractors.crf_entity_extractor.CRFEntityExtractor", + "classifier_file": "crf_model.pkl", + "L1_c": 0.1, + "features": [ + [ + "low", + "title", + "upper" + ], + [ + "bias", + "low", + "prefix5", + "prefix2", + "suffix5", + "suffix3", + "suffix2", + "upper", + "title", + "digit", + "pattern" + ], + [ + "low", + "title", + "upper" + ] + ], + "BILOU_flag": true + }, + { + "synonyms_file": "entity_synonyms.json", + "name": "ner_synonyms", + "class": "rasa_nlu.extractors.entity_synonyms.EntitySynonymMapper" + }, + { + "kernels": [ + "linear" + ], + "classifier_file": "intent_classifier_sklearn.pkl", + "name": "intent_classifier_sklearn", + "C": [ + 1, + 2, + 5, + 10, + 20, + 100 + ], + "scoring_function": "f1_weighted", + "class": "rasa_nlu.classifiers.sklearn_intent_classifier.SklearnIntentClassifier", + "max_cross_validation_folds": 5 + } + ], + "rasa_nlu_version": "0.13.5", + "training_data": "training_data.json" +} \ No newline at end of file diff --git a/models/nlu/default/model_20181002-132802/regex_featurizer.json b/models/nlu/default/model_20181002-132802/regex_featurizer.json new file mode 100644 index 0000000..0637a08 --- /dev/null +++ b/models/nlu/default/model_20181002-132802/regex_featurizer.json @@ -0,0 +1 @@ +[] \ No newline at end of file diff --git a/models/nlu/default/model_20181002-132802/training_data.json b/models/nlu/default/model_20181002-132802/training_data.json new file mode 100644 index 0000000..27fc399 --- /dev/null +++ b/models/nlu/default/model_20181002-132802/training_data.json @@ -0,0 +1,363 @@ +{ + "rasa_nlu_data": { + "lookup_tables": [], + "regex_features": [], + "entity_synonyms": [], + "common_examples": [ + { + "intent": "intro", + "text": "who are you?" + }, + { + "intent": "intro", + "text": "what do you do?" + }, + { + "intent": "intro", + "text": "what can you do for me?" + }, + { + "intent": "greet", + "text": "hey" + }, + { + "intent": "greet", + "text": "hey" + }, + { + "intent": "greet", + "text": "howdy" + }, + { + "intent": "greet", + "text": "hey there" + }, + { + "intent": "greet", + "text": "hello" + }, + { + "intent": "greet", + "text": "hi" + }, + { + "intent": "affirm", + "text": "yes" + }, + { + "intent": "affirm", + "text": "yep" + }, + { + "intent": "affirm", + "text": "yeah" + }, + { + "intent": "goodbye", + "text": "bye" + }, + { + "intent": "goodbye", + "text": "goodbye" + }, + { + "intent": "goodbye", + "text": "good bye" + }, + { + "intent": "goodbye", + "text": "stop" + }, + { + "intent": "goodbye", + "text": "end" + }, + { + "intent": "affirm", + "text": "indeed" + }, + { + "intent": "affirm", + "text": "that's right" + }, + { + "intent": "affirm", + "text": "ok" + }, + { + "intent": "affirm", + "text": "great" + }, + { + "intent": "event-request", + "entities": [ + { + "value": "now", + "start": 28, + "end": 31, + "entity": "time" + } + ], + "text": "What is the event happening now" + }, + { + "intent": "event-request", + "entities": [ + { + "value": "10 AM", + "start": 40, + "end": 45, + "entity": "time" + }, + { + "value": "today", + "start": 46, + "end": 51, + "entity": "day" + }, + { + "value": "Lecture hall", + "start": 27, + "end": 39, + "entity": "place" + } + ], + "text": "What event is happening at Lecture hall 10 AM today" + }, + { + "intent": "event-request", + "entities": [ + { + "value": "same time", + "start": 18, + "end": 27, + "entity": "time" + }, + { + "value": "tomorrow", + "start": 28, + "end": 36, + "entity": "day" + } + ], + "text": "What is the event same time tomorrow" + }, + { + "intent": "event-request", + "entities": [ + { + "value": "Lecture hall 2", + "start": 27, + "end": 41, + "entity": "place" + }, + { + "value": "tomorrow 10 PM", + "start": 52, + "end": 57, + "entity": "time" + }, + { + "value": "tomorrow", + "start": 42, + "end": 51, + "entity": "day" + } + ], + "text": "What event is happening at Lecture hall 2 tommorrow 10 PM" + }, + { + "intent": "event-request", + "entities": [ + { + "value": "6 AM", + "start": 40, + "end": 45, + "entity": "time" + }, + { + "value": "today", + "start": 45, + "end": 51, + "entity": "day" + }, + { + "value": "Lecture hall", + "start": 27, + "end": 39, + "entity": "place" + } + ], + "text": "What event is happening at Lecture hall 6 AM today" + }, + { + "intent": "event-request", + "entities": [ + { + "value": "10 AM", + "start": 40, + "end": 47, + "entity": "time" + }, + { + "value": "today", + "start": 48, + "end": 55, + "entity": "day" + }, + { + "value": "Lecture hall", + "start": 27, + "end": 39, + "entity": "place" + } + ], + "text": "What event is happening at Lecture hall 6:30 PM today" + }, + { + "intent": "event-request", + "entities": [ + { + "value": "10 AM", + "start": 41, + "end": 49, + "entity": "time" + }, + { + "value": "today", + "start": 50, + "end": 55, + "entity": "day" + }, + { + "value": "Lecture hall", + "start": 29, + "end": 41, + "entity": "place" + } + ], + "text": "What event is happening at Lecture hall 6 30 PM today" + }, + { + "intent": "event-request", + "entities": [ + { + "value": "6 30 PM", + "start": 27, + "end": 34, + "entity": "time" + }, + { + "value": "today", + "start": 35, + "end": 40, + "entity": "day" + } + ], + "text": "What event is happening at 6 30 PM today" + }, + { + "intent": "event-request", + "entities": [ + { + "value": "6", + "start": 27, + "end": 28, + "entity": "time" + } + ], + "text": "What event is happening at 6" + }, + { + "intent": "event-request", + "entities": [ + { + "value": "12", + "start": 17, + "end": 19, + "entity": "time" + } + ], + "text": "What event is at 12" + }, + { + "intent": "event-request", + "entities": [ + { + "value": "12", + "start": 19, + "end": 21, + "entity": "time" + }, + { + "value": "before", + "start": 12, + "end": 18, + "entity": "relative-time" + } + ], + "text": "list events before 12" + }, + { + "intent": "event-request", + "entities": [ + { + "value": "5", + "start": 18, + "end": 19, + "entity": "time" + }, + { + "value": "before", + "start": 12, + "end": 17, + "entity": "relative-time" + } + ], + "text": "list events after 5" + }, + { + "intent": "event-time", + "entities": [ + { + "value": "chatbot", + "start": 12, + "end": 19, + "entity": "event_name" + } + ], + "text": "when is the chatbot event happening" + }, + { + "intent": "event-time", + "entities": [ + { + "value": "python 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b/models/nlu/default/model_20181002-132838/metadata.json @@ -0,0 +1,84 @@ +{ + "rasa_nlu_version": "0.13.5", + "training_data": "training_data.json", + "trained_at": "20181002-132838", + "language": "en", + "pipeline": [ + { + "model": "en", + "name": "nlp_spacy", + "class": "rasa_nlu.utils.spacy_utils.SpacyNLP", + "case_sensitive": false + }, + { + "name": "tokenizer_spacy", + "class": "rasa_nlu.tokenizers.spacy_tokenizer.SpacyTokenizer" + }, + { + "name": "intent_featurizer_spacy", + "class": "rasa_nlu.featurizers.spacy_featurizer.SpacyFeaturizer" + }, + { + "name": "intent_entity_featurizer_regex", + "regex_file": "regex_featurizer.json", + "class": "rasa_nlu.featurizers.regex_featurizer.RegexFeaturizer" + }, + { + "max_iterations": 50, + "features": [ + [ + "low", + "title", + "upper" + ], + [ + "bias", + "low", + "prefix5", + "prefix2", + "suffix5", + "suffix3", + "suffix2", + "upper", + "title", + "digit", + "pattern" + ], + [ + "low", + "title", + "upper" + ] + ], + "BILOU_flag": true, + "name": "ner_crf", + "class": "rasa_nlu.extractors.crf_entity_extractor.CRFEntityExtractor", + "classifier_file": "crf_model.pkl", + "L2_c": 0.1, + "L1_c": 0.1 + }, + { + "synonyms_file": "entity_synonyms.json", + "name": "ner_synonyms", + "class": "rasa_nlu.extractors.entity_synonyms.EntitySynonymMapper" + }, + { + "max_cross_validation_folds": 5, + "C": [ + 1, + 2, + 5, + 10, + 20, + 100 + ], + "scoring_function": "f1_weighted", + "name": "intent_classifier_sklearn", + "classifier_file": "intent_classifier_sklearn.pkl", + "kernels": [ + "linear" + ], + "class": "rasa_nlu.classifiers.sklearn_intent_classifier.SklearnIntentClassifier" + } + ] +} \ No newline at end of file diff --git a/models/nlu/default/model_20181002-132838/regex_featurizer.json b/models/nlu/default/model_20181002-132838/regex_featurizer.json new file mode 100644 index 0000000..0637a08 --- /dev/null +++ b/models/nlu/default/model_20181002-132838/regex_featurizer.json @@ -0,0 +1 @@ +[] \ No newline at end of file diff --git a/models/nlu/default/model_20181002-132838/training_data.json b/models/nlu/default/model_20181002-132838/training_data.json new file mode 100644 index 0000000..80a99ed --- /dev/null +++ b/models/nlu/default/model_20181002-132838/training_data.json @@ -0,0 +1,363 @@ +{ + "rasa_nlu_data": { + "lookup_tables": [], + "common_examples": [ + { + "intent": "intro", + "text": "who are you?" + }, + { + "intent": "intro", + "text": "what do you do?" + }, + { + "intent": "intro", + "text": "what can you do for me?" + }, + { + "intent": "greet", + "text": "hey" + }, + { + "intent": "greet", + "text": "hey" + }, + { + "intent": "greet", + "text": "howdy" + }, + { + "intent": "greet", + "text": "hey there" + }, + { + "intent": "greet", + "text": "hello" + }, + { + "intent": "greet", + "text": "hi" + }, + { + "intent": "affirm", + "text": "yes" + }, + { + "intent": "affirm", + "text": "yep" + }, + { + "intent": "affirm", + "text": "yeah" + }, + { + "intent": "goodbye", + "text": "bye" + }, + { + "intent": "goodbye", + "text": "goodbye" + }, + { + "intent": "goodbye", + "text": "good bye" + }, + { + "intent": "goodbye", + "text": "stop" + }, + { + "intent": "goodbye", + "text": "end" + }, + { + "intent": "affirm", + "text": "indeed" + }, + { + "intent": "affirm", + "text": "that's right" + }, + { + "intent": "affirm", + "text": "ok" + }, + { + "intent": "affirm", + "text": "great" + }, + { + "intent": "event-request", + "text": "What is the event happening now", + "entities": [ + { + "end": 31, + "value": "now", + "start": 28, + "entity": "time" + } + ] + }, + { + "intent": "event-request", + "text": "What event is happening at Lecture hall 10 AM today", + "entities": [ + { + "end": 45, + "value": "10 AM", + "start": 40, + "entity": "time" + }, + { + "end": 51, + "value": "today", + "start": 46, + "entity": "day" + }, + { + "end": 39, + "value": "Lecture hall", + "start": 27, + "entity": "place" + } + ] + }, + { + "intent": "event-request", + "text": "What is the event same time tomorrow", + "entities": [ + { + "end": 27, + "value": "same time", + "start": 18, + "entity": "time" + }, + { + "end": 36, + "value": "tomorrow", + "start": 28, + "entity": "day" + } + ] + }, + { + "intent": "event-request", + "text": "What event is happening at Lecture hall 2 tommorrow 10 PM", + "entities": [ + { + "end": 41, + "value": "Lecture hall 2", + "start": 27, + "entity": "place" + }, + { + "end": 57, + "value": "tomorrow 10 PM", + "start": 52, + "entity": "time" + }, + { + "end": 51, + "value": "tomorrow", + "start": 42, + "entity": "day" + } + ] + }, + { + "intent": "event-request", + "text": "What event is happening at Lecture hall 6 AM today", + "entities": [ + { + "end": 45, + "value": "6 AM", + "start": 40, + "entity": "time" + }, + { + "end": 51, + "value": "today", + "start": 45, + "entity": "day" + }, + { + "end": 39, + "value": "Lecture hall", + "start": 27, + "entity": "place" + } + ] + }, + { + "intent": "event-request", + "text": "What event is happening at Lecture hall 6:30 PM today", + "entities": [ + { + "end": 47, + "value": "10 AM", + "start": 40, + "entity": "time" + }, + { + "end": 55, + "value": "today", + "start": 48, + "entity": "day" + }, + { + "end": 39, + "value": "Lecture hall", + "start": 27, + "entity": "place" + } + ] + }, + { + "intent": "event-request", + "text": "What event is happening at Lecture hall 6 30 PM today", + "entities": [ + { + "end": 49, + "value": "10 AM", + "start": 41, + "entity": "time" + }, + { + "end": 55, + "value": "today", + "start": 50, + "entity": "day" + }, + { + "end": 41, + "value": "Lecture hall", + "start": 29, + "entity": "place" + } + ] + }, + { + "intent": "event-request", + "text": "What event is happening at 6 30 PM today", + "entities": [ + { + "end": 34, + "value": "6 30 PM", + "start": 27, + "entity": "time" + }, + { + "end": 40, + "value": "today", + "start": 35, + "entity": "day" + } + ] + }, + { + "intent": "event-request", + "text": "What event is happening at 6", + "entities": [ + { + "end": 28, + "value": "6", + "start": 27, + "entity": "time" + } + ] + }, + { + "intent": "event-request", + "text": "What event is at 12", + "entities": [ + { + "end": 19, + "value": "12", + "start": 17, + "entity": "time" + } + ] + }, + { + "intent": "event-request", + "text": "list events before 12", + "entities": [ + { + "end": 21, + "value": "12", + "start": 19, + "entity": "time" + }, + { + "end": 18, + "value": "before", + "start": 12, + "entity": "relative-time" + } + ] + }, + { + "intent": "event-request", + "text": "list events after 5", + "entities": [ + { + "end": 19, + "value": "5", + "start": 18, + "entity": "time" + }, + { + "end": 17, + "value": "before", + "start": 12, + "entity": "relative-time" + } + ] + }, + { + "intent": "event-time", + "text": "when is the chatbot event happening", + "entities": [ + { + "end": 19, + "value": "chatbot", + "start": 12, + "entity": "event_name" + } + ] + }, + { + "intent": "event-time", 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Y|J@Ib|K~bLm&W{eKiEXw!`vJH7w!cOEC2ui literal 0 HcmV?d00001 diff --git a/models/nlu/default/model_20181002-133137/metadata.json b/models/nlu/default/model_20181002-133137/metadata.json new file mode 100644 index 0000000..33ca329 --- /dev/null +++ b/models/nlu/default/model_20181002-133137/metadata.json @@ -0,0 +1,84 @@ +{ + "language": "en", + "training_data": "training_data.json", + "rasa_nlu_version": "0.13.5", + "trained_at": "20181002-133137", + "pipeline": [ + { + "name": "nlp_spacy", + "class": "rasa_nlu.utils.spacy_utils.SpacyNLP", + "case_sensitive": false, + "model": "en" + }, + { + "name": "tokenizer_spacy", + "class": "rasa_nlu.tokenizers.spacy_tokenizer.SpacyTokenizer" + }, + { + "name": "intent_featurizer_spacy", + "class": "rasa_nlu.featurizers.spacy_featurizer.SpacyFeaturizer" + }, + { + "name": "intent_entity_featurizer_regex", + "regex_file": "regex_featurizer.json", + "class": "rasa_nlu.featurizers.regex_featurizer.RegexFeaturizer" + }, + { + "L2_c": 0.1, + "name": "ner_crf", + "class": "rasa_nlu.extractors.crf_entity_extractor.CRFEntityExtractor", + "classifier_file": "crf_model.pkl", + "L1_c": 0.1, + "BILOU_flag": true, + "features": [ + [ + "low", + "title", + "upper" + ], + [ + "bias", + "low", + "prefix5", + "prefix2", + "suffix5", + "suffix3", + "suffix2", + "upper", + "title", + "digit", + "pattern" + ], + [ + "low", + "title", + "upper" + ] + ], + "max_iterations": 50 + }, + { + "name": "ner_synonyms", + "synonyms_file": "entity_synonyms.json", + "class": "rasa_nlu.extractors.entity_synonyms.EntitySynonymMapper" + }, + { + "max_cross_validation_folds": 5, + "class": "rasa_nlu.classifiers.sklearn_intent_classifier.SklearnIntentClassifier", + "C": [ + 1, + 2, + 5, + 10, + 20, + 100 + ], + "name": "intent_classifier_sklearn", + "kernels": [ + "linear" + ], + "scoring_function": "f1_weighted", + "classifier_file": "intent_classifier_sklearn.pkl" + } + ] +} \ No newline at end of file diff --git a/models/nlu/default/model_20181002-133137/regex_featurizer.json b/models/nlu/default/model_20181002-133137/regex_featurizer.json new file mode 100644 index 0000000..0637a08 --- /dev/null +++ b/models/nlu/default/model_20181002-133137/regex_featurizer.json @@ -0,0 +1 @@ +[] \ No newline at end of file diff --git a/models/nlu/default/model_20181002-133137/training_data.json b/models/nlu/default/model_20181002-133137/training_data.json new file mode 100644 index 0000000..9347ef8 --- /dev/null +++ b/models/nlu/default/model_20181002-133137/training_data.json @@ -0,0 +1,363 @@ +{ + "rasa_nlu_data": { + "regex_features": [], + "common_examples": [ + { + "text": "who are you?", + "intent": "intro" + }, + { + "text": "what do you do?", + "intent": "intro" + }, + { + "text": "what can you do for me?", + "intent": "intro" + }, + { + "text": "hey", + "intent": "greet" + }, + { + "text": "hey", + "intent": "greet" + }, + { + "text": "howdy", + "intent": "greet" + }, + { + "text": "hey there", + "intent": "greet" + }, + { + "text": "hello", + "intent": "greet" + }, + { + "text": "hi", + "intent": "greet" + }, + { + "text": "yes", + "intent": "affirm" + }, + { + "text": "yep", + "intent": "affirm" + }, + { + "text": "yeah", + "intent": "affirm" + }, + { + "text": "bye", + "intent": "goodbye" + }, + { + "text": "goodbye", + "intent": "goodbye" + }, + { + "text": "good bye", + "intent": "goodbye" + }, + { + "text": "stop", + "intent": "goodbye" + }, + { + "text": "end", + "intent": "goodbye" + }, + { + "text": "indeed", + "intent": "affirm" + }, + { + "text": "that's right", + "intent": "affirm" + }, + { + "text": "ok", + "intent": "affirm" + }, + { + "text": "great", + "intent": "affirm" + }, + { + "text": "What is the event happening now", + "entities": [ + { + "value": "now", + "start": 28, + "entity": "time", + "end": 31 + } + ], + "intent": "event-request" + }, + { + "text": "What event is happening at Lecture hall 10 AM today", + "entities": [ + { + "value": "10 AM", + "start": 40, + "entity": "time", + "end": 45 + }, + { + "value": "today", + "start": 46, + "entity": "day", + "end": 51 + }, + { + "value": "Lecture hall", + "start": 27, + "entity": "place", + "end": 39 + } + ], + "intent": "event-request" + }, + { + "text": "What is the event same time tomorrow", + "entities": [ + { + "value": "same time", + "start": 18, + "entity": "time", + "end": 27 + }, + { + "value": "tomorrow", + "start": 28, + "entity": "day", + "end": 36 + } + ], + "intent": "event-request" + }, + { + "text": "What event is happening at Lecture hall 2 tommorrow 10 PM", + "entities": [ + { + "value": "Lecture hall 2", + "start": 27, + "entity": "place", + "end": 41 + }, + { + "value": "tomorrow 10 PM", + "start": 52, + "entity": "time", + "end": 57 + }, + { + "value": "tomorrow", + "start": 42, + "entity": "day", + "end": 51 + } + ], + "intent": "event-request" + }, + { + "text": "What event is happening at Lecture hall 6 AM today", + "entities": [ + { + "value": "6 AM", + "start": 40, + "entity": "time", + "end": 45 + }, + { + "value": "today", + "start": 45, + "entity": "day", + "end": 51 + }, + { + "value": "Lecture hall", + "start": 27, + "entity": "place", + "end": 39 + } + ], + "intent": "event-request" + }, + { + "text": "What event is happening at Lecture hall 6:30 PM today", + "entities": [ + { + "value": "10 AM", + "start": 40, + "entity": "time", + "end": 47 + }, + { + "value": "today", + "start": 48, + "entity": "day", + "end": 55 + }, + { + "value": "Lecture hall", + "start": 27, + "entity": "place", + "end": 39 + } + ], + "intent": "event-request" + }, + { + "text": "What event is happening at Lecture hall 6 30 PM today", + "entities": [ + { + "value": "10 AM", + "start": 41, + "entity": "time", + "end": 49 + }, + { + "value": "today", + "start": 50, + "entity": "day", + "end": 55 + }, + { + "value": "Lecture hall", + "start": 29, + "entity": "place", + "end": 41 + } + ], + "intent": "event-request" + }, + { + "text": "What event is happening at 6 30 PM today", + "entities": [ + { + "value": "6 30 PM", + "start": 27, + "entity": "time", + "end": 34 + }, + { + "value": "today", + "start": 35, + "entity": "day", + "end": 40 + } + ], + "intent": "event-request" + }, + { + "text": "What event is happening at 6", + "entities": [ + { + "value": "6", + "start": 27, + "entity": "time", + "end": 28 + } + ], + "intent": "event-request" + }, + { + "text": "What event is at 12", + "entities": [ + { + "value": "12", + "start": 17, + "entity": "time", + "end": 19 + } + ], + "intent": "event-request" + }, + { + "text": "list events before 12", + "entities": [ + { + "value": "12", + "start": 19, + "entity": "time", + "end": 21 + }, + { + "value": "before", + "start": 12, + "entity": "relative-time", + "end": 18 + } + ], + "intent": "event-request" + }, + { + "text": "list events after 5", + "entities": [ + { + "value": "5", + "start": 18, + "entity": "time", + "end": 19 + }, + { + "value": "before", + "start": 12, + "entity": "relative-time", + "end": 17 + } + ], + "intent": "event-request" + }, + { + "text": "when is the chatbot event happening", + "entities": [ + { + "value": "chatbot", + "start": 12, + "entity": "event_name", + "end": 19 + } + ], + "intent": "event-time" + }, + { + "text": "when is python 101 event happening", + "entities": [ + { + "value": "python 101", + "start": 8, + "entity": "event_name", + "end": 18 + } + ], + "intent": "event-time" + }, + { + "text": "what event is happening 2 tomorrow", + "entities": [ + { + "value": "2", + "start": 24, + "entity": "time", + "end": 25 + }, + { + "value": "2", + "start": 26, + "entity": "time", + "end": 34 + } + ], + "intent": "event-request" + } + ], + "entity_synonyms": [], + "lookup_tables": [] + } +} \ No newline at end of file diff --git a/models/nlu/default/model_20181002-133451/crf_model.pkl b/models/nlu/default/model_20181002-133451/crf_model.pkl new file mode 100644 index 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b/models/nlu/default/model_20181002-133915/metadata.json new file mode 100644 index 0000000..06b00d4 --- /dev/null +++ b/models/nlu/default/model_20181002-133915/metadata.json @@ -0,0 +1,84 @@ +{ + "pipeline": [ + { + "case_sensitive": false, + "model": "en", + "class": "rasa_nlu.utils.spacy_utils.SpacyNLP", + "name": "nlp_spacy" + }, + { + "class": "rasa_nlu.tokenizers.spacy_tokenizer.SpacyTokenizer", + "name": "tokenizer_spacy" + }, + { + "class": "rasa_nlu.featurizers.spacy_featurizer.SpacyFeaturizer", + "name": "intent_featurizer_spacy" + }, + { + "class": "rasa_nlu.featurizers.regex_featurizer.RegexFeaturizer", + "regex_file": "regex_featurizer.json", + "name": "intent_entity_featurizer_regex" + }, + { + "L2_c": 0.1, + "class": "rasa_nlu.extractors.crf_entity_extractor.CRFEntityExtractor", + "classifier_file": "crf_model.pkl", + "max_iterations": 50, + "L1_c": 0.1, + "features": [ + [ + "low", + "title", + "upper" + ], + [ + "bias", + "low", + "prefix5", + "prefix2", + "suffix5", + "suffix3", + "suffix2", + "upper", + "title", + "digit", + "pattern" + ], + [ + "low", + "title", + "upper" + ] + ], + "name": "ner_crf", + "BILOU_flag": true + }, + { + "synonyms_file": "entity_synonyms.json", + "class": "rasa_nlu.extractors.entity_synonyms.EntitySynonymMapper", + "name": "ner_synonyms" + }, + { + "max_cross_validation_folds": 5, + "name": "intent_classifier_sklearn", + "C": [ + 1, + 2, + 5, + 10, + 20, + 100 + ], + "kernels": [ + "linear" + ], + "class": "rasa_nlu.classifiers.sklearn_intent_classifier.SklearnIntentClassifier", + "classifier_file": "intent_classifier_sklearn.pkl", + "scoring_function": "f1_weighted" + } + ], + "training_data": "training_data.json", + "rasa_nlu_version": "0.13.5", + "language": "en", + "trained_at": "20181002-133915" +} \ No newline at end of file diff --git a/models/nlu/default/model_20181002-133915/regex_featurizer.json b/models/nlu/default/model_20181002-133915/regex_featurizer.json new file mode 100644 index 0000000..0637a08 --- /dev/null +++ b/models/nlu/default/model_20181002-133915/regex_featurizer.json @@ -0,0 +1 @@ +[] \ No newline at end of file diff --git a/models/nlu/default/model_20181002-133915/training_data.json b/models/nlu/default/model_20181002-133915/training_data.json new file mode 100644 index 0000000..fdd031d --- /dev/null +++ b/models/nlu/default/model_20181002-133915/training_data.json @@ -0,0 +1,363 @@ +{ + "rasa_nlu_data": { + "regex_features": [], + "common_examples": [ + { + "text": "who are you?", + "intent": "intro" + }, + { + "text": "what do you do?", + "intent": "intro" + }, + { + "text": "what can you do for me?", + "intent": "intro" + }, + { + "text": "hey", + "intent": "greet" + }, + { + "text": "hey", + "intent": "greet" + }, + { + "text": "howdy", + "intent": "greet" + }, + { + "text": "hey there", + "intent": "greet" + }, + { + "text": "hello", + "intent": "greet" + }, + { + "text": "hi", + "intent": "greet" + }, + { + "text": "yes", + "intent": "affirm" + }, + { + "text": "yep", + "intent": "affirm" + }, + { + "text": "yeah", + "intent": "affirm" + }, + { + "text": "bye", + "intent": "goodbye" + }, + { + "text": "goodbye", + "intent": "goodbye" + }, + { + "text": "good bye", + "intent": "goodbye" + }, + { + "text": "stop", + "intent": "goodbye" + }, + { + "text": "end", + "intent": "goodbye" + }, + { + "text": "indeed", + "intent": "affirm" + }, + { + "text": "that's right", + "intent": "affirm" + }, + { + "text": "ok", + "intent": "affirm" + }, + { + "text": "great", + "intent": "affirm" + }, + { + "entities": [ + { + "start": 28, + "entity": "time", + "end": 31, + "value": "now" + } + ], + "text": "What is the event happening now", + "intent": "event-request" + }, + { + "entities": [ + { + "start": 40, + "entity": "time", + "end": 45, + "value": "10 AM" + }, + { + "start": 46, + "entity": "day", + "end": 51, + "value": "today" + }, + { + "start": 27, + "entity": "place", + "end": 39, + "value": "Lecture hall" + } + ], + "text": "What event is happening at Lecture hall 10 AM today", + "intent": "event-request" + }, + { + "entities": [ + { + "start": 18, + "entity": "time", + "end": 27, + "value": "same time" + }, + { + "start": 28, + "entity": "day", + "end": 36, + "value": "tomorrow" + } + ], + "text": "What is the event same time tomorrow", + "intent": "event-request" + }, + { + "entities": [ + { + "start": 27, + "entity": "place", + "end": 41, + "value": "Lecture hall 2" + }, + { + "start": 52, + "entity": "time", + "end": 57, + "value": "tomorrow 10 PM" + }, + { + "start": 42, + "entity": "day", + "end": 51, + "value": "tomorrow" + } + ], + "text": "What event is happening at Lecture hall 2 tommorrow 10 PM", + "intent": "event-request" + }, + { + "entities": [ + { + "start": 40, + "entity": "time", + "end": 44, + "value": "6 AM" + }, + { + "start": 45, + "entity": "day", + "end": 51, + "value": "today" + }, + { + "start": 27, + "entity": "place", + "end": 39, + "value": "Lecture hall" + } + ], + "text": "What event is happening at Lecture hall 6 AM today", + "intent": "event-request" + }, + { + "entities": [ + { + "start": 40, + "entity": "time", + "end": 47, + "value": "10 AM" + }, + { + "start": 48, + "entity": "day", + "end": 55, + "value": "today" + }, + { + "start": 27, + "entity": "place", + "end": 39, + "value": "Lecture hall" + } + ], + "text": "What event is happening at Lecture hall 6:30 PM today", + "intent": "event-request" + }, + { + "entities": [ + { + "start": 41, + "entity": "time", + "end": 49, + "value": "10 AM" + }, + { + "start": 50, + "entity": "day", + "end": 55, + "value": "today" + }, + { + "start": 29, + "entity": "place", + "end": 41, + "value": "Lecture hall" + } + ], + "text": "What event is happening at Lecture hall 6 30 PM today", + "intent": "event-request" + }, + { + "entities": [ + { + "start": 27, + "entity": "time", + "end": 34, + "value": "6 30 PM" + }, + { + "start": 35, + "entity": "day", + "end": 40, + "value": "today" + } + ], + "text": "What event is happening at 6 30 PM today", + "intent": "event-request" + }, + { + "entities": [ + { + "start": 27, + "entity": "time", + "end": 28, + "value": "6" + } + ], + "text": "What event is happening at 6", + "intent": "event-request" + }, + { + "entities": [ + { + "start": 17, + "entity": "time", + "end": 19, + "value": "12" + } + ], + "text": "What event is at 12", + "intent": "event-request" + }, + { + "entities": [ + { + "start": 19, + "entity": "time", + "end": 21, + "value": "12" + }, + { + "start": 12, + "entity": "relative-time", + "end": 18, + "value": "before" + } + ], + "text": "list events before 12", + "intent": "event-request" + }, + { + "entities": [ + { + "start": 18, + "entity": "time", + "end": 19, + "value": "5" + }, + { + "start": 12, + "entity": "relative-time", + "end": 17, + "value": "before" + } + ], + "text": "list events after 5", + "intent": "event-request" + }, + { + "entities": [ + { + "start": 12, + "entity": "event_name", + "end": 19, + "value": "chatbot" + } + ], + "text": "when is the chatbot event happening", + "intent": "event-time" + }, + { + "entities": [ + { + "start": 8, + "entity": "event_name", + "end": 18, + "value": "python 101" + } + ], + "text": "when is python 101 event happening", + "intent": "event-time" + }, + { + "entities": [ + { + "start": 24, + "entity": "time", + "end": 25, + "value": "2" + }, + { + "start": 26, + "entity": "time", + "end": 34, + "value": "2" + } + ], + "text": "what event is happening 2 tomorrow", + "intent": "event-request" + } + ], + "entity_synonyms": [], + "lookup_tables": [] + } +} \ No newline at end of file diff --git a/models/nlu/default/model_20181002-134459/crf_model.pkl b/models/nlu/default/model_20181002-134459/crf_model.pkl new file mode 100644 index 0000000000000000000000000000000000000000..15148e740977de1c2e39dbb1ecfa844a9d405f53 GIT binary patch literal 44653 zcmeHw2YeJ&_x1*+=xC@RWg&sIorGRQK$b2jB2}6oC{08K zrDFjEr3olSq)1m3@l^!HO9>fS zZqHNGBH0F(%fkoQVQIQKPoO;N{LU+@)Yk9Tg4bGTZ&K5 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/dev/null +++ b/models/nlu/default/model_20181002-134459/metadata.json @@ -0,0 +1,84 @@ +{ + "language": "en", + "trained_at": "20181002-134459", + "rasa_nlu_version": "0.13.5", + "pipeline": [ + { + "model": "en", + "name": "nlp_spacy", + "class": "rasa_nlu.utils.spacy_utils.SpacyNLP", + "case_sensitive": false + }, + { + "name": "tokenizer_spacy", + "class": "rasa_nlu.tokenizers.spacy_tokenizer.SpacyTokenizer" + }, + { + "name": "intent_featurizer_spacy", + "class": "rasa_nlu.featurizers.spacy_featurizer.SpacyFeaturizer" + }, + { + "name": "intent_entity_featurizer_regex", + "class": "rasa_nlu.featurizers.regex_featurizer.RegexFeaturizer", + "regex_file": "regex_featurizer.json" + }, + { + "name": "ner_crf", + "L2_c": 0.1, + "features": [ + [ + "low", + "title", + "upper" + ], + [ + "bias", + "low", + "prefix5", + "prefix2", + "suffix5", + "suffix3", + "suffix2", + "upper", + "title", + "digit", + "pattern" + ], + [ + "low", + "title", + "upper" + ] + ], + "max_iterations": 50, + "classifier_file": "crf_model.pkl", + "L1_c": 0.1, + "class": "rasa_nlu.extractors.crf_entity_extractor.CRFEntityExtractor", + "BILOU_flag": true + }, + { + "name": "ner_synonyms", + "class": "rasa_nlu.extractors.entity_synonyms.EntitySynonymMapper", + "synonyms_file": "entity_synonyms.json" + }, + { + "name": "intent_classifier_sklearn", + "scoring_function": "f1_weighted", + "kernels": [ + "linear" + ], + "class": "rasa_nlu.classifiers.sklearn_intent_classifier.SklearnIntentClassifier", + "classifier_file": "intent_classifier_sklearn.pkl", + "max_cross_validation_folds": 5, + "C": [ + 1, + 2, + 5, + 10, + 20, + 100 + ] + } + ], + "training_data": "training_data.json" +} \ No newline at end of file diff --git a/models/nlu/default/model_20181002-134459/regex_featurizer.json b/models/nlu/default/model_20181002-134459/regex_featurizer.json new file mode 100644 index 0000000..0637a08 --- /dev/null +++ b/models/nlu/default/model_20181002-134459/regex_featurizer.json @@ -0,0 +1 @@ +[] \ No newline at end of file diff --git a/models/nlu/default/model_20181002-134459/training_data.json b/models/nlu/default/model_20181002-134459/training_data.json new file mode 100644 index 0000000..b1a3dce --- /dev/null +++ b/models/nlu/default/model_20181002-134459/training_data.json @@ -0,0 +1,363 @@ +{ + "rasa_nlu_data": { + "lookup_tables": [], + "common_examples": [ + { + "text": "who are you?", + "intent": "intro" + }, + { + "text": "what do you do?", + "intent": "intro" + }, + { + "text": "what can you do for me?", + "intent": "intro" + }, + { + "text": "hey", + "intent": "greet" + }, + { + "text": "hey", + "intent": "greet" + }, + { + "text": "howdy", + "intent": "greet" + }, + { + "text": "hey there", + "intent": "greet" + }, + { + "text": "hello", + "intent": "greet" + }, + { + "text": "hi", + "intent": "greet" + }, + { + "text": "yes", + "intent": "affirm" + }, + { + "text": "yep", + "intent": "affirm" + }, + { + "text": "yeah", + "intent": "affirm" + }, + { + "text": "bye", + "intent": "goodbye" + }, + { + "text": "goodbye", + "intent": "goodbye" + }, + { + "text": "good bye", + "intent": "goodbye" + }, + { + "text": "stop", + "intent": "goodbye" + }, + { + "text": "end", + "intent": "goodbye" + }, + { + "text": "indeed", + "intent": "affirm" + }, + { + "text": "that's right", + "intent": "affirm" + }, + { + "text": "ok", + "intent": "affirm" + }, + { + "text": "great", + "intent": "affirm" + }, + { + "entities": [ + { + "end": 31, + "entity": "time", + "value": "now", + "start": 28 + } + ], + "text": "What is the event happening now", + "intent": "event-request" + }, + { + "entities": [ + { + "end": 45, + "entity": "time", + "value": "10 AM", + "start": 40 + }, + { + "end": 51, + "entity": "day", + "value": "today", + "start": 46 + }, + { + "end": 39, + "entity": "place", + "value": "Lecture hall", + "start": 27 + } + ], + "text": "What event is happening at Lecture hall 10 AM today", + "intent": "event-request" + }, + { + "entities": [ + { + "end": 27, + "entity": "time", + "value": "same time", + "start": 18 + }, + { + "end": 36, + "entity": "day", + "value": "tomorrow", + "start": 28 + } + ], + "text": "What is the event same time tomorrow", + "intent": "event-request" + }, + { + "entities": [ + { + "end": 41, + "entity": "place", + "value": "Lecture hall 2", + "start": 27 + }, + { + "end": 57, + "entity": "time", + "value": "tomorrow 10 PM", + "start": 52 + }, + { + "end": 51, + "entity": "day", + "value": "tomorrow", + "start": 42 + } + ], + "text": "What event is happening at Lecture hall 2 tommorrow 10 PM", + "intent": "event-request" + }, + { + "entities": [ + { + "end": 44, + "entity": "time", + "value": "6 AM", + "start": 40 + }, + { + "end": 51, + "entity": "day", + "value": "today", + "start": 45 + }, + { + "end": 39, + "entity": "place", + "value": "Lecture hall", + "start": 27 + } + ], + "text": "What event is happening at Lecture hall 6 AM today", + "intent": "event-request" + }, + { + "entities": [ + { + "end": 47, + "entity": "time", + "value": "10 AM", + "start": 40 + }, + { + "end": 55, + "entity": "day", + "value": "today", + "start": 48 + }, + { + "end": 39, + "entity": "place", + "value": "Lecture hall", + "start": 27 + } + ], + "text": "What event is happening at Lecture hall 6:30 PM today", + "intent": "event-request" + }, + { + "entities": [ + { + "end": 47, + "entity": "time", + "value": "10 AM", + "start": 40 + }, + { + "end": 55, + "entity": "day", + "value": "today", + "start": 48 + }, + { + "end": 39, + "entity": "place", + "value": "Lecture hall", + "start": 27 + } + ], + "text": "What event is happening at Lecture hall 6 30 PM today", + "intent": "event-request" + }, + { + "entities": [ + { + "end": 34, + "entity": "time", + "value": "6 30 PM", + "start": 27 + }, + { + "end": 40, + "entity": "day", + "value": "today", + "start": 35 + } + ], + "text": "What event is happening at 6 30 PM today", + "intent": "event-request" + }, + { + "entities": [ + { + "end": 28, + "entity": "time", + "value": "6", + "start": 27 + } + ], + "text": "What event is happening at 6", + "intent": "event-request" + }, + { + "entities": [ + { + "end": 19, + "entity": "time", + "value": "12", + "start": 17 + } + ], + "text": "What event is at 12", + "intent": "event-request" + }, + { + "entities": [ + { + "end": 21, + "entity": "time", + "value": "12", + "start": 19 + }, + { + "end": 18, + "entity": "relative-time", + "value": "before", + "start": 12 + } + ], + "text": "list events before 12", + "intent": "event-request" + }, + { + "entities": [ + { + "end": 19, + "entity": "time", + "value": "5", + "start": 18 + }, + { + "end": 17, + "entity": "relative-time", + "value": "before", + "start": 12 + } + ], + "text": "list events after 5", + "intent": "event-request" + }, + { + "entities": [ + { + "end": 19, + "entity": "event_name", + "value": "chatbot", + "start": 12 + } + ], + "text": "when is the chatbot event happening", + "intent": "event-time" + }, + { + "entities": [ + { + "end": 18, 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"intent_entity_featurizer_regex", + "regex_file": "regex_featurizer.json", + "class": "rasa_nlu.featurizers.regex_featurizer.RegexFeaturizer" + }, + { + "L2_c": 0.1, + "name": "ner_crf", + "max_iterations": 50, + "classifier_file": "crf_model.pkl", + "L1_c": 0.1, + "class": "rasa_nlu.extractors.crf_entity_extractor.CRFEntityExtractor", + "features": [ + [ + "low", + "title", + "upper" + ], + [ + "bias", + "low", + "prefix5", + "prefix2", + "suffix5", + "suffix3", + "suffix2", + "upper", + "title", + "digit", + "pattern" + ], + [ + "low", + "title", + "upper" + ] + ], + "BILOU_flag": true + }, + { + "name": "ner_synonyms", + "class": "rasa_nlu.extractors.entity_synonyms.EntitySynonymMapper", + "synonyms_file": "entity_synonyms.json" + }, + { + "name": "intent_classifier_sklearn", + "C": [ + 1, + 2, + 5, + 10, + 20, + 100 + ], + "scoring_function": "f1_weighted", + "kernels": [ + "linear" + ], + "class": "rasa_nlu.classifiers.sklearn_intent_classifier.SklearnIntentClassifier", + "max_cross_validation_folds": 5, + "classifier_file": "intent_classifier_sklearn.pkl" + } + ], + "language": "en", + "training_data": "training_data.json", + "trained_at": "20181002-135345" +} \ No newline at end of file diff --git a/models/nlu/default/model_20181002-135345/regex_featurizer.json b/models/nlu/default/model_20181002-135345/regex_featurizer.json new file mode 100644 index 0000000..0637a08 --- /dev/null +++ b/models/nlu/default/model_20181002-135345/regex_featurizer.json @@ -0,0 +1 @@ +[] \ No newline at end of file diff --git a/models/nlu/default/model_20181002-135345/training_data.json b/models/nlu/default/model_20181002-135345/training_data.json new file mode 100644 index 0000000..a5cc741 --- /dev/null +++ b/models/nlu/default/model_20181002-135345/training_data.json @@ -0,0 +1,363 @@ +{ + "rasa_nlu_data": { + "entity_synonyms": [], + "regex_features": [], + "common_examples": [ + { + "intent": "intro", + "text": "who are you?" + }, + { + "intent": "intro", + "text": "what do you do?" + }, + { + "intent": "intro", + "text": "what can you do for me?" + }, + { + "intent": "greet", + "text": "hey" + }, + { + "intent": "greet", + "text": "hey" + }, + { + "intent": "greet", + "text": "howdy" + }, + { + "intent": "greet", + "text": "hey there" + }, + { + "intent": "greet", + "text": "hello" + }, + { + "intent": "greet", + "text": "hi" + }, + { + "intent": "affirm", + "text": "yes" + }, + { + "intent": "affirm", + "text": "yep" + }, + { + "intent": "affirm", + "text": "yeah" + }, + { + "intent": "goodbye", + "text": "bye" + }, + { + "intent": "goodbye", + "text": "goodbye" + }, + { + "intent": "goodbye", + "text": "good bye" + }, + { + "intent": "goodbye", + "text": "stop" + }, + { + "intent": "goodbye", + "text": "end" + }, + { + "intent": "affirm", + "text": "indeed" + }, + { + "intent": "affirm", + "text": "that's right" + }, + { + "intent": "affirm", + "text": "ok" + }, + { + "intent": "affirm", + "text": "great" + }, + { + "intent": "event-request", + "text": "What is the event happening now", + "entities": [ + { + "value": "now", + "end": 31, + "entity": "time", + "start": 28 + } + ] + }, + { + "intent": "event-request", + "text": "What event is happening at Lecture hall 10 AM today", + "entities": [ + { + "value": "10 AM", + "end": 45, + "entity": "time", + "start": 40 + }, + { + "value": "today", + "end": 51, + "entity": "day", + "start": 46 + }, + { + "value": "Lecture hall", + "end": 39, + "entity": "place", + "start": 27 + } + ] + }, + { + "intent": "event-request", + "text": "What is the event same time tomorrow", + "entities": [ + { + "value": "same time", + "end": 27, + "entity": "time", + "start": 18 + }, + { + "value": "tomorrow", + "end": 36, + "entity": "day", + "start": 28 + } + ] + }, + { + "intent": "event-request", + "text": "What event is happening at Lecture hall 2 tommorrow 10 PM", + "entities": [ + { + "value": "Lecture hall 2", + "end": 41, + "entity": "place", + "start": 27 + }, + { + "value": "tomorrow 10 PM", + "end": 57, + "entity": "time", + "start": 52 + }, + { + "value": "tomorrow", + "end": 51, + "entity": "day", + "start": 42 + } + ] + }, + { + "intent": "event-request", + "text": "What event is happening at Lecture hall 6 AM today", + "entities": [ + { + "value": "6 AM", + "end": 44, + "entity": "time", + "start": 40 + }, + { + "value": "today", + "end": 51, + "entity": "day", + "start": 45 + }, + { + "value": "Lecture hall", + "end": 39, + "entity": "place", + "start": 27 + } + ] + }, + { + "intent": "event-request", + "text": "What event is happening at Lecture hall 6:30 PM today", + "entities": [ + { + "value": "6:30 PM", + "end": 47, + "entity": "time", + "start": 40 + }, + { + "value": "today", + "end": 55, + "entity": "day", + "start": 48 + }, + { + "value": "Lecture hall", + "end": 39, + "entity": "place", + "start": 27 + } + ] + }, + { + "intent": "event-request", + "text": "What event is happening at Lecture hall 6 30 PM today", + "entities": [ + { + "value": "10 AM", + "end": 47, + "entity": "time", + "start": 40 + }, + { + "value": "today", + "end": 55, + "entity": "day", + "start": 48 + }, + { + "value": "Lecture hall", + "end": 39, + "entity": "place", + "start": 27 + } + ] + }, + { + "intent": "event-request", + "text": "What event is happening at 6 30 PM today", + "entities": [ + { + "value": "6 30 PM", + "end": 34, + "entity": "time", + "start": 27 + }, + { + "value": "today", + "end": 40, + "entity": "day", + "start": 35 + } + ] + }, + { + "intent": "event-request", + "text": "What event is happening at 6", + "entities": [ + { + "value": "6", + "end": 28, + "entity": "time", + "start": 27 + } + ] + }, + { + "intent": "event-request", + "text": "What event is at 12", + "entities": [ + { + "value": "12", + "end": 19, + "entity": "time", + "start": 17 + } + ] + }, + { + "intent": "event-request", + "text": "list events before 12", + "entities": [ + { + "value": "12", + "end": 21, + "entity": "time", + "start": 19 + }, + { + "value": "before", + "end": 18, + "entity": "relative-time", + "start": 12 + } + ] + }, + { + "intent": "event-request", + "text": "list events after 5", + "entities": [ + { + "value": "5", + "end": 19, + "entity": "time", + "start": 18 + }, + { + "value": "before", + "end": 17, + "entity": "relative-time", + "start": 12 + } + ] + }, + { + "intent": "event-time", + "text": "when is the chatbot event happening", + "entities": [ + { + "value": "chatbot", + "end": 19, + "entity": "event_name", + "start": 12 + } + ] + }, + { + "intent": "event-time", + "text": "when is python 101 event happening", + "entities": [ + { + "value": "python 101", + "end": 18, + "entity": "event_name", + "start": 8 + } + ] + }, + { + "intent": "event-request", + "text": "what event is happening 2 tomorrow", + "entities": [ + { + "value": "2", + "end": 25, + "entity": "time", + "start": 24 + }, + { + "value": "2", + "end": 34, + "entity": "time", + "start": 26 + } + ] + } + ], + "lookup_tables": [] + } +} \ No newline at end of file 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}, + { + "class": "rasa_nlu.featurizers.spacy_featurizer.SpacyFeaturizer", + "name": "intent_featurizer_spacy" + }, + { + "class": "rasa_nlu.featurizers.regex_featurizer.RegexFeaturizer", + "regex_file": "regex_featurizer.json", + "name": "intent_entity_featurizer_regex" + }, + { + "class": "rasa_nlu.extractors.crf_entity_extractor.CRFEntityExtractor", + "features": [ + [ + "low", + "title", + "upper" + ], + [ + "bias", + "low", + "prefix5", + "prefix2", + "suffix5", + "suffix3", + "suffix2", + "upper", + "title", + "digit", + "pattern" + ], + [ + "low", + "title", + "upper" + ] + ], + "classifier_file": "crf_model.pkl", + "name": "ner_crf", + "max_iterations": 50, + "L1_c": 0.1, + "BILOU_flag": true, + "L2_c": 0.1 + }, + { + "class": "rasa_nlu.extractors.entity_synonyms.EntitySynonymMapper", + "synonyms_file": "entity_synonyms.json", + "name": "ner_synonyms" + }, + { + "class": "rasa_nlu.classifiers.sklearn_intent_classifier.SklearnIntentClassifier", + "max_cross_validation_folds": 5, + "name": "intent_classifier_sklearn", + "classifier_file": "intent_classifier_sklearn.pkl", + "C": [ + 1, + 2, + 5, + 10, + 20, + 100 + ], + "kernels": [ + "linear" + ], + "scoring_function": "f1_weighted" + } + ] +} \ No newline at end of file diff --git a/models/nlu/default/model_20181002-140025/regex_featurizer.json b/models/nlu/default/model_20181002-140025/regex_featurizer.json new file mode 100644 index 0000000..0637a08 --- /dev/null +++ b/models/nlu/default/model_20181002-140025/regex_featurizer.json @@ -0,0 +1 @@ +[] \ No newline at end of file diff --git a/models/nlu/default/model_20181002-140025/training_data.json b/models/nlu/default/model_20181002-140025/training_data.json new file mode 100644 index 0000000..51a697b --- /dev/null +++ b/models/nlu/default/model_20181002-140025/training_data.json @@ -0,0 +1,363 @@ +{ + "rasa_nlu_data": { + "common_examples": [ + { + "intent": "intro", + "text": "who are you?" + }, + { + "intent": "intro", + "text": "what do you do?" + }, + { + "intent": "intro", + "text": "what can you do for me?" + }, + { + "intent": "greet", + "text": "hey" + }, + { + "intent": "greet", + "text": "hey" + }, + { + "intent": "greet", + "text": "howdy" + }, + { + "intent": "greet", + "text": "hey there" + }, + { + "intent": "greet", + "text": "hello" + }, + { + "intent": "greet", + "text": "hi" + }, + { + "intent": "affirm", + "text": "yes" + }, + { + "intent": "affirm", + "text": "yep" + }, + { + "intent": "affirm", + "text": "yeah" + }, + { + "intent": "goodbye", + "text": "bye" + }, + { + "intent": "goodbye", + "text": "goodbye" + }, + { + "intent": "goodbye", + "text": "good bye" + }, + { + "intent": "goodbye", + "text": "stop" + }, + { + "intent": "goodbye", + "text": "end" + }, + { + "intent": "affirm", + "text": "indeed" + }, + { + "intent": "affirm", + "text": "that's right" + }, + { + "intent": "affirm", + "text": "ok" + }, + { + "intent": "affirm", + "text": "great" + }, + { + "intent": "event-request", + "text": "What is the event happening now", + "entities": [ + { + "value": "now", + "end": 31, + "start": 28, + "entity": "time" + } + ] + }, + { + "intent": "event-request", + "text": "What event is happening at Lecture hall 10 AM today", + "entities": [ + { + "value": "10 AM", + "end": 45, + "start": 40, + "entity": "time" + }, + { + "value": "today", + "end": 51, + "start": 46, + "entity": "day" + }, + { + "value": "Lecture hall", + "end": 39, + "start": 27, + "entity": "place" + } + ] + }, + { + "intent": "event-request", + "text": "What is the event same time tomorrow", + "entities": [ + { + "value": "same time", + "end": 27, + "start": 18, + "entity": "time" + }, + { + "value": "tomorrow", + "end": 36, + "start": 28, + "entity": "day" + } + ] + }, + { + "intent": "event-request", + "text": "What event is happening at Lecture hall 2 tommorrow 10 PM", + "entities": [ + { + "value": "Lecture hall 2", + "end": 41, + "start": 27, + "entity": "place" + }, + { + "value": "tomorrow 10 PM", + "end": 57, + "start": 52, + "entity": "time" + }, + { + "value": "tomorrow", + "end": 51, + "start": 42, + "entity": "day" + } + ] + }, + { + "intent": "event-request", + "text": "What event is happening at Lecture hall 6 AM today", + "entities": [ + { + "value": "6 AM", + "end": 44, + "start": 40, + "entity": "time" + }, + { + "value": "today", + "end": 51, + "start": 45, + "entity": "day" + }, + { + "value": "Lecture hall", + "end": 39, + "start": 27, + "entity": "place" + } + ] + }, + { + "intent": "event-request", + "text": "What event is happening at Lecture hall 6:30 PM today", + "entities": [ + { + "value": "6:30 PM", + "end": 47, + "start": 40, + "entity": "time" + }, + { + "value": "today", + "end": 55, + "start": 48, + "entity": "day" + }, + { + "value": "Lecture hall", + "end": 39, + "start": 27, + "entity": "place" + } + ] + }, + { + "intent": "event-request", + "text": "What event is happening at Lecture hall 6 30 PM today", + "entities": [ + { + "value": "10 AM", + "end": 47, + "start": 40, + "entity": "time" + }, + { + "value": "today", + "end": 55, + "start": 48, + "entity": "day" + }, + { + "value": "Lecture hall", + "end": 39, + "start": 27, + "entity": "place" + } + ] + }, + { + "intent": "event-request", + "text": "What event is happening at 6 30 PM today", + "entities": [ + { + "value": "6 30 PM", + "end": 34, + "start": 27, + "entity": "time" + }, + { + "value": "today", + "end": 40, + "start": 35, + "entity": "day" + } + ] + }, + { + "intent": "event-request", + "text": "What event is happening at 6", + "entities": [ + { + "value": "6", + "end": 28, + "start": 27, + "entity": "time" + } + ] + }, + { + "intent": "event-request", + "text": "What event is at 12", + "entities": [ + { + "value": "12", + "end": 19, + "start": 17, + "entity": "time" + } + ] + }, + { + "intent": "event-request", + "text": "list events before 12", + "entities": [ + { + "value": "12", + "end": 21, + "start": 19, + "entity": "time" + }, + { + "value": "before", + "end": 18, + "start": 12, + "entity": "relative-time" + } + ] + }, + { + "intent": "event-request", + "text": "list events after 5", + "entities": [ + { + "value": "5", + "end": 19, + "start": 18, + "entity": "time" + }, + { + "value": "before", + "end": 17, + "start": 12, + "entity": "relative-time" + } + ] + }, + { + "intent": "event-time", + "text": "when is the chatbot event happening", + "entities": [ + { + "value": "chatbot", + "end": 19, + "start": 12, + "entity": "event_name" + } + ] + }, + { + "intent": "event-time", + "text": "when is python 101 event happening", + "entities": [ + { + "value": "python 101", + "end": 18, + "start": 8, + "entity": "event_name" + } + ] + }, + { + "intent": "event-request", + "text": "what event is happening 2 tomorrow", + "entities": [ + { + "value": "2", + "end": 25, + "start": 24, + "entity": "time" + }, + { + "value": "2", + "end": 34, + "start": 26, + "entity": "time" + } + ] + } + ], + "entity_synonyms": [], + "lookup_tables": [], + "regex_features": [] 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a/models/nlu/default/model_20181002-140038/metadata.json b/models/nlu/default/model_20181002-140038/metadata.json new file mode 100644 index 0000000..8128b1c --- /dev/null +++ b/models/nlu/default/model_20181002-140038/metadata.json @@ -0,0 +1,84 @@ +{ + "pipeline": [ + { + "model": "en", + "class": "rasa_nlu.utils.spacy_utils.SpacyNLP", + "case_sensitive": false, + "name": "nlp_spacy" + }, + { + "class": "rasa_nlu.tokenizers.spacy_tokenizer.SpacyTokenizer", + "name": "tokenizer_spacy" + }, + { + "class": "rasa_nlu.featurizers.spacy_featurizer.SpacyFeaturizer", + "name": "intent_featurizer_spacy" + }, + { + "class": "rasa_nlu.featurizers.regex_featurizer.RegexFeaturizer", + "regex_file": "regex_featurizer.json", + "name": "intent_entity_featurizer_regex" + }, + { + "L2_c": 0.1, + "BILOU_flag": true, + "features": [ + [ + "low", + "title", + "upper" + ], + [ + "bias", + "low", + "prefix5", + "prefix2", + "suffix5", + "suffix3", + "suffix2", + "upper", + "title", + "digit", + "pattern" + ], + [ + "low", + "title", + "upper" + ] + ], + "classifier_file": "crf_model.pkl", + "L1_c": 0.1, + "class": "rasa_nlu.extractors.crf_entity_extractor.CRFEntityExtractor", + "max_iterations": 50, + "name": "ner_crf" + }, + { + "synonyms_file": "entity_synonyms.json", + "class": "rasa_nlu.extractors.entity_synonyms.EntitySynonymMapper", + "name": "ner_synonyms" + }, + { + "scoring_function": "f1_weighted", + "classifier_file": "intent_classifier_sklearn.pkl", + "C": [ + 1, + 2, + 5, + 10, + 20, + 100 + ], + "class": "rasa_nlu.classifiers.sklearn_intent_classifier.SklearnIntentClassifier", + "kernels": [ + "linear" + ], + "name": "intent_classifier_sklearn", + "max_cross_validation_folds": 5 + } + ], + "training_data": "training_data.json", + "trained_at": "20181002-140038", + "language": "en", + "rasa_nlu_version": "0.13.5" +} \ No newline at end of file diff --git a/models/nlu/default/model_20181002-140038/regex_featurizer.json b/models/nlu/default/model_20181002-140038/regex_featurizer.json new file mode 100644 index 0000000..0637a08 --- /dev/null +++ b/models/nlu/default/model_20181002-140038/regex_featurizer.json @@ -0,0 +1 @@ +[] \ No newline at end of file diff --git a/models/nlu/default/model_20181002-140038/training_data.json b/models/nlu/default/model_20181002-140038/training_data.json new file mode 100644 index 0000000..eeab241 --- /dev/null +++ b/models/nlu/default/model_20181002-140038/training_data.json @@ -0,0 +1,363 @@ +{ + "rasa_nlu_data": { + "common_examples": [ + { + "text": "who are you?", + "intent": "intro" + }, + { + "text": "what do you do?", + "intent": "intro" + }, + { + "text": "what can you do for me?", + "intent": "intro" + }, + { + "text": "hey", + "intent": "greet" + }, + { + "text": "hey", + "intent": "greet" + }, + { + "text": "howdy", + "intent": "greet" + }, + { + "text": "hey there", + "intent": "greet" + }, + { + "text": "hello", + "intent": "greet" + }, + { + "text": "hi", + "intent": "greet" + }, + { + "text": "yes", + "intent": "affirm" + }, + { + "text": "yep", + "intent": "affirm" + }, + { + "text": "yeah", + "intent": "affirm" + }, + { + "text": "bye", + "intent": "goodbye" + }, + { + "text": "goodbye", + "intent": "goodbye" + }, + { + "text": "good bye", + "intent": "goodbye" + }, + { + "text": "stop", + "intent": "goodbye" + }, + { + "text": "end", + "intent": "goodbye" + }, + { + "text": "indeed", + "intent": "affirm" + }, + { + "text": "that's right", + "intent": "affirm" + }, + { + "text": "ok", + "intent": "affirm" + }, + { + "text": "great", + "intent": "affirm" + }, + { + "text": "What is the event happening now", + "intent": "event-request", + "entities": [ + { + "start": 28, + "entity": "time", + "end": 31, + "value": "now" + } + ] + }, + { + "text": "What event is happening at Lecture hall 10 AM today", + "intent": "event-request", + "entities": [ + { + "start": 40, + "entity": "time", + "end": 45, + "value": "10 AM" + }, + { + "start": 46, + "entity": "day", + "end": 51, + "value": "today" + }, + { + "start": 27, + "entity": "place", + "end": 39, + "value": "Lecture hall" + } + ] + }, + { + "text": "What is the event same time tomorrow", + "intent": "event-request", + "entities": [ + { + "start": 18, + "entity": "time", + "end": 27, + "value": "same time" + }, + { + "start": 28, + "entity": "day", + "end": 36, + "value": "tomorrow" + } + ] + }, + { + "text": "What event is happening at Lecture hall 2 tommorrow 10 PM", + "intent": "event-request", + "entities": [ + { + "start": 27, + "entity": "place", + "end": 41, + "value": "Lecture hall 2" + }, + { + "start": 52, + "entity": "time", + "end": 57, + "value": "tomorrow 10 PM" + }, + { + "start": 42, + "entity": "day", + "end": 51, + "value": "tomorrow" + } + ] + }, + { + "text": "What event is happening at Lecture hall 6 AM today", + "intent": "event-request", + "entities": [ + { + "start": 40, + "entity": "time", + "end": 44, + "value": "6 AM" + }, + { + "start": 45, + "entity": "day", + "end": 51, + "value": "today" + }, + { + "start": 27, + "entity": "place", + "end": 39, + "value": "Lecture hall" + } + ] + }, + { + "text": "What event is happening at Lecture hall 6:30 PM today", + "intent": "event-request", + "entities": [ + { + "start": 40, + "entity": "time", + "end": 47, + "value": "6:30 PM" + }, + { + "start": 48, + "entity": "day", + "end": 55, + "value": "today" + }, + { + "start": 27, + "entity": "place", + "end": 39, + "value": "Lecture hall" + } + ] + }, + { + "text": "What event is happening at Lecture hall 6 30 PM today", + "intent": "event-request", + "entities": [ + { + "start": 40, + "entity": "time", + "end": 47, + "value": "10 AM" + }, + { + "start": 48, + "entity": "day", + "end": 55, + "value": "today" + }, + { + "start": 27, + "entity": "place", + "end": 39, + "value": "Lecture hall" + } + ] + }, + { + "text": "What event is happening at 6 30 PM today", + "intent": "event-request", + "entities": [ + { + "start": 27, + "entity": "time", + "end": 34, + "value": "6 30 PM" + }, + { + "start": 35, + "entity": "day", + "end": 40, + "value": "today" + } + ] + }, + { + "text": "What event is happening at 6", + "intent": "event-request", + "entities": [ + { + "start": 27, + "entity": "time", + "end": 28, + "value": "6" + } + ] + }, + { + "text": "What event is at 12", + "intent": "event-request", + "entities": [ + { + "start": 17, + "entity": "time", + "end": 19, + "value": "12" + } + ] + }, + { + "text": "list events before 12", + "intent": "event-request", + "entities": [ + { + "start": 19, + "entity": "time", + "end": 21, + "value": "12" + }, + { + "start": 12, + "entity": "relative-time", + "end": 18, + "value": "before" + } + ] + }, + { + "text": "list events after 5", + "intent": "event-request", + "entities": [ + { + "start": 18, + "entity": "time", + "end": 19, + "value": "5" + }, + { + "start": 12, + "entity": "relative-time", + "end": 17, + "value": "before" + } + ] + }, + { + "text": "when is the 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"rasa_nlu.featurizers.spacy_featurizer.SpacyFeaturizer", + "name": "intent_featurizer_spacy" + }, + { + "class": "rasa_nlu.featurizers.regex_featurizer.RegexFeaturizer", + "regex_file": "regex_featurizer.json", + "name": "intent_entity_featurizer_regex" + }, + { + "classifier_file": "crf_model.pkl", + "BILOU_flag": true, + "max_iterations": 50, + "class": "rasa_nlu.extractors.crf_entity_extractor.CRFEntityExtractor", + "features": [ + [ + "low", + "title", + "upper" + ], + [ + "bias", + "low", + "prefix5", + "prefix2", + "suffix5", + "suffix3", + "suffix2", + "upper", + "title", + "digit", + "pattern" + ], + [ + "low", + "title", + "upper" + ] + ], + "name": "ner_crf", + "L1_c": 0.1, + "L2_c": 0.1 + }, + { + "synonyms_file": "entity_synonyms.json", + "name": "ner_synonyms", + "class": "rasa_nlu.extractors.entity_synonyms.EntitySynonymMapper" + }, + { + "class": "rasa_nlu.classifiers.sklearn_intent_classifier.SklearnIntentClassifier", + "scoring_function": "f1_weighted", + "max_cross_validation_folds": 5, + "kernels": [ + "linear" + ], + "classifier_file": "intent_classifier_sklearn.pkl", + "name": "intent_classifier_sklearn", + "C": [ + 1, + 2, + 5, + 10, + 20, + 100 + ] + } + ] +} \ No newline at end of file diff --git a/models/nlu/default/model_20181002-140134/regex_featurizer.json b/models/nlu/default/model_20181002-140134/regex_featurizer.json new file mode 100644 index 0000000..0637a08 --- /dev/null +++ b/models/nlu/default/model_20181002-140134/regex_featurizer.json @@ -0,0 +1 @@ +[] \ No newline at end of file diff --git a/models/nlu/default/model_20181002-140134/training_data.json b/models/nlu/default/model_20181002-140134/training_data.json new file mode 100644 index 0000000..7679dd7 --- /dev/null +++ b/models/nlu/default/model_20181002-140134/training_data.json @@ -0,0 +1,363 @@ +{ + "rasa_nlu_data": { + "common_examples": [ + { + "intent": "intro", + "text": "who are you?" + }, + { + "intent": "intro", + "text": "what do you do?" + }, + { + "intent": "intro", + "text": "what can you do for me?" + }, + { + "intent": "greet", + "text": "hey" + }, + { + "intent": "greet", + "text": "hey" + }, + { + "intent": "greet", + "text": "howdy" + }, + { + "intent": "greet", + "text": "hey there" + }, + { + "intent": "greet", + "text": "hello" + }, + { + "intent": "greet", + "text": "hi" + }, + { + "intent": "affirm", + "text": "yes" + }, + { + "intent": "affirm", + "text": "yep" + }, + { + "intent": "affirm", + "text": "yeah" + }, + { + "intent": "goodbye", + "text": "bye" + }, + { + "intent": "goodbye", + "text": "goodbye" + }, + { + "intent": "goodbye", + "text": "good bye" + }, + { + "intent": "goodbye", + "text": "stop" + }, + { + "intent": "goodbye", + "text": "end" + }, + { + "intent": "affirm", + "text": "indeed" + }, + { + "intent": "affirm", + "text": "that's right" + }, + { + "intent": "affirm", + "text": "ok" + }, + { + "intent": "affirm", + "text": "great" + }, + { + "intent": "event-request", + "entities": [ + { + "end": 31, + "start": 28, + "value": "now", + "entity": "time" + } + ], + "text": "What is the event happening now" + }, + { + "intent": "event-request", + "entities": [ + { + "end": 45, + "start": 40, + "value": "10 AM", + "entity": "time" + }, + { + "end": 51, + "start": 46, + "value": "today", + "entity": "day" + }, + { + "end": 39, + "start": 27, + "value": "Lecture hall", + "entity": "place" + } + ], + "text": "What event is happening at Lecture hall 10 AM today" + }, + { + "intent": "event-request", + "entities": [ + { + "end": 27, + "start": 18, + "value": "same time", + "entity": "time" + }, + { + "end": 36, + "start": 28, + "value": "tomorrow", + "entity": "day" + } + ], + "text": "What is the event same time tomorrow" + }, + { + "intent": "event-request", + "entities": [ + { + "end": 41, + "start": 27, + "value": "Lecture hall 2", + "entity": "place" + }, + { + "end": 57, + "start": 52, + "value": "tomorrow 10 PM", + "entity": "time" + }, + { + "end": 51, + "start": 42, + "value": "tomorrow", + "entity": "day" + } + ], + "text": "What event is happening at Lecture hall 2 tommorrow 10 PM" + }, + { + "intent": "event-request", + "entities": [ + { + "end": 44, + "start": 40, + "value": "6 AM", + "entity": "time" + }, + { + "end": 51, + "start": 45, + "value": "today", + "entity": "day" + }, + { + "end": 39, + "start": 27, + "value": "Lecture hall", + "entity": "place" + } + ], + "text": "What event is happening at Lecture hall 6 AM today" + }, + { + "intent": "event-request", + "entities": [ + { + "end": 47, + "start": 40, + "value": "6:30 PM", + "entity": "time" + }, + { + "end": 53, + "start": 48, + "value": "today", + "entity": "day" + }, + { + "end": 39, + "start": 27, + "value": "Lecture hall", + "entity": "place" + } + ], + "text": "What event is happening at Lecture hall 6:30 PM today" + }, + { + "intent": "event-request", + "entities": [ + { + "end": 47, + "start": 40, + "value": "10 AM", + "entity": "time" + }, + { + "end": 53, + "start": 48, + "value": "today", + "entity": "day" + }, + { + "end": 39, + "start": 27, + "value": "Lecture hall", + "entity": "place" + } + ], + "text": "What event is happening at Lecture hall 6 30 PM today" + }, + { + "intent": "event-request", + "entities": [ + { + "end": 34, + "start": 27, + "value": "6 30 PM", + "entity": "time" + }, + { + "end": 40, + "start": 35, + "value": "today", + "entity": "day" + } + ], + "text": "What event is happening at 6 30 PM today" + }, + { + "intent": "event-request", + "entities": [ + { + "end": 28, + "start": 27, + "value": "6", + "entity": "time" + } + ], + "text": "What event is happening at 6" + }, + { + "intent": "event-request", + "entities": [ + { + "end": 19, + "start": 17, + "value": "12", + "entity": "time" + } + ], + "text": "What event is at 12" + }, + { + "intent": "event-request", + "entities": [ + { + "end": 21, + "start": 19, + "value": "12", + "entity": "time" + }, + { + "end": 18, + "start": 12, + "value": "before", + "entity": "relative-time" + } + ], + "text": "list events before 12" + }, + { + "intent": "event-request", + "entities": [ + { + "end": 19, + "start": 18, + "value": "5", + "entity": "time" + }, + { + "end": 17, + "start": 12, + "value": "before", + "entity": "relative-time" + } + ], + "text": "list events after 5" + }, + { + "intent": "event-time", + "entities": [ + { + "end": 19, + "start": 12, + "value": "chatbot", + "entity": "event_name" + } + ], + "text": "when is the chatbot event happening" + }, + { + "intent": "event-time", + "entities": [ + { + "end": 18, + "start": 8, + "value": "python 101", + "entity": "event_name" + } + ], + "text": "when is python 101 event happening" + }, + { + "intent": "event-request", + "entities": [ + { + "end": 25, + "start": 24, + "value": "2", + "entity": "time" + }, + { + "end": 34, + "start": 26, + "value": "2", + "entity": "time" + } + ], + "text": "what event is happening 2 tomorrow" + } + ], + "regex_features": [], + "entity_synonyms": [], + "lookup_tables": [] + } +} \ No 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"case_sensitive": false, + "name": "nlp_spacy" + }, + { + "class": "rasa_nlu.tokenizers.spacy_tokenizer.SpacyTokenizer", + "name": "tokenizer_spacy" + }, + { + "class": "rasa_nlu.featurizers.spacy_featurizer.SpacyFeaturizer", + "name": "intent_featurizer_spacy" + }, + { + "class": "rasa_nlu.featurizers.regex_featurizer.RegexFeaturizer", + "regex_file": "regex_featurizer.json", + "name": "intent_entity_featurizer_regex" + }, + { + "class": "rasa_nlu.extractors.crf_entity_extractor.CRFEntityExtractor", + "BILOU_flag": true, + "features": [ + [ + "low", + "title", + "upper" + ], + [ + "bias", + "low", + "prefix5", + "prefix2", + "suffix5", + "suffix3", + "suffix2", + "upper", + "title", + "digit", + "pattern" + ], + [ + "low", + "title", + "upper" + ] + ], + "classifier_file": "crf_model.pkl", + "L2_c": 0.1, + "max_iterations": 50, + "L1_c": 0.1, + "name": "ner_crf" + }, + { + "synonyms_file": "entity_synonyms.json", + "class": "rasa_nlu.extractors.entity_synonyms.EntitySynonymMapper", + "name": "ner_synonyms" + }, + { + "kernels": [ + "linear" + ], + "class": "rasa_nlu.classifiers.sklearn_intent_classifier.SklearnIntentClassifier", + "classifier_file": "intent_classifier_sklearn.pkl", + "name": "intent_classifier_sklearn", + "scoring_function": "f1_weighted", + "C": [ + 1, + 2, + 5, + 10, + 20, + 100 + ], + "max_cross_validation_folds": 5 + } + ] +} \ No newline at end of file diff --git a/models/nlu/default/model_20181002-154043/regex_featurizer.json b/models/nlu/default/model_20181002-154043/regex_featurizer.json new file mode 100644 index 0000000..0637a08 --- /dev/null +++ b/models/nlu/default/model_20181002-154043/regex_featurizer.json @@ -0,0 +1 @@ +[] \ No newline at end of file diff --git a/models/nlu/default/model_20181002-154043/training_data.json b/models/nlu/default/model_20181002-154043/training_data.json new file mode 100644 index 0000000..ee7cc12 --- /dev/null +++ b/models/nlu/default/model_20181002-154043/training_data.json @@ -0,0 +1,363 @@ +{ + "rasa_nlu_data": { + "regex_features": [], + "lookup_tables": [], + "entity_synonyms": [], + "common_examples": [ + { + "intent": "intro", + "text": "who are you?" + }, + { + "intent": "intro", + "text": "what do you do?" + }, + { + "intent": "intro", + "text": "what can you do for me?" + }, + { + "intent": "greet", + "text": "hey" + }, + { + "intent": "greet", + "text": "hey" + }, + { + "intent": "greet", + "text": "howdy" + }, + { + "intent": "greet", + "text": "hey there" + }, + { + "intent": "greet", + "text": "hello" + }, + { + "intent": "greet", + "text": "hi" + }, + { + "intent": "affirm", + "text": "yes" + }, + { + "intent": "affirm", + "text": "yep" + }, + { + "intent": "affirm", + "text": "yeah" + }, + { + "intent": "goodbye", + "text": "bye" + }, + { + "intent": "goodbye", + "text": "goodbye" + }, + { + "intent": "goodbye", + "text": "good bye" + }, + { + "intent": "goodbye", + "text": "stop" + }, + { + "intent": "goodbye", + "text": "end" + }, + { + "intent": "affirm", + "text": "indeed" + }, + { + "intent": "affirm", + "text": "that's right" + }, + { + "intent": "affirm", + "text": "ok" + }, + { + "intent": "affirm", + "text": "great" + }, + { + "intent": "event-request", + "text": "What is the event happening now", + "entities": [ + { + "value": "now", + "end": 31, + "entity": "time", + "start": 28 + } + ] + }, + { + "intent": "event-request", + "text": "What event is happening at Lecture hall 10 AM today", + "entities": [ + { + "value": "10 AM", + "end": 45, + "entity": "time", + "start": 40 + }, + { + "value": "today", + "end": 51, + "entity": "day", + "start": 46 + }, + { + "value": "Lecture hall", + "end": 39, + "entity": "place", + "start": 27 + } + ] + }, + { + "intent": "event-request", + "text": "What is the event same time tomorrow", + "entities": [ + { + "value": "same time", + "end": 27, + "entity": "time", + "start": 18 + }, + { + "value": "tomorrow", + "end": 36, + "entity": "day", + "start": 28 + } + ] + }, + { + "intent": "event-request", + "text": "What event is happening at Lecture hall 2 tommorrow 10 PM", + "entities": [ + { + "value": "Lecture hall 2", + "end": 41, + "entity": "place", + "start": 27 + }, + { + "value": "tomorrow 10 PM", + "end": 57, + "entity": "time", + "start": 52 + }, + { + "value": "tomorrow", + "end": 51, + "entity": "day", + "start": 42 + } + ] + }, + { + "intent": "event-request", + "text": "What event is happening at Lecture hall 6 AM today", + "entities": [ + { + "value": "10 AM", + "end": 44, + "entity": "time", + "start": 40 + }, + { + "value": "today", + "end": 52, + "entity": "day", + "start": 45 + }, + { + "value": "Lecture hall", + "end": 39, + "entity": "place", + "start": 27 + } + ] + }, + { + "intent": "event-request", + "text": "What event is happening at Lecture hall 6:30 PM today", + "entities": [ + { + "value": "10 AM", + "end": 47, + "entity": "time", + "start": 40 + }, + { + "value": "today", + "end": 55, + "entity": "day", + "start": 48 + }, + { + "value": 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"class": "rasa_nlu.featurizers.regex_featurizer.RegexFeaturizer", + "name": "intent_entity_featurizer_regex" + }, + { + "BILOU_flag": true, + "classifier_file": "crf_model.pkl", + "class": "rasa_nlu.extractors.crf_entity_extractor.CRFEntityExtractor", + "features": [ + [ + "low", + "title", + "upper" + ], + [ + "bias", + "low", + "prefix5", + "prefix2", + "suffix5", + "suffix3", + "suffix2", + "upper", + "title", + "digit", + "pattern" + ], + [ + "low", + "title", + "upper" + ] + ], + "max_iterations": 50, + "L1_c": 0.1, + "L2_c": 0.1, + "name": "ner_crf" + }, + { + "synonyms_file": "entity_synonyms.json", + "class": "rasa_nlu.extractors.entity_synonyms.EntitySynonymMapper", + "name": "ner_synonyms" + }, + { + "classifier_file": "intent_classifier_sklearn.pkl", + "class": "rasa_nlu.classifiers.sklearn_intent_classifier.SklearnIntentClassifier", + "kernels": [ + "linear" + ], + "C": [ + 1, + 2, + 5, + 10, + 20, + 100 + ], + "scoring_function": "f1_weighted", + "name": "intent_classifier_sklearn", + "max_cross_validation_folds": 5 + } + ] +} \ No newline at end of file diff --git a/models/nlu/default/model_20181002-134846/regex_featurizer.json b/models/nlu/default/model_20181002-134846/regex_featurizer.json new file mode 100644 index 0000000..0637a08 --- /dev/null +++ b/models/nlu/default/model_20181002-134846/regex_featurizer.json @@ -0,0 +1 @@ +[] \ No newline at end of file diff --git a/models/nlu/default/model_20181002-134846/training_data.json b/models/nlu/default/model_20181002-134846/training_data.json new file mode 100644 index 0000000..54ff35e --- /dev/null +++ b/models/nlu/default/model_20181002-134846/training_data.json @@ -0,0 +1,363 @@ +{ + "rasa_nlu_data": { + "entity_synonyms": [], + "lookup_tables": [], + "common_examples": [ + { + "text": "who are you?", + "intent": "intro" + }, + { + "text": "what do you do?", + "intent": "intro" + }, + { + "text": "what can you do for me?", + "intent": "intro" + }, + { + "text": "hey", + "intent": "greet" + }, + { + "text": "hey", + "intent": "greet" + }, + { + "text": "howdy", + "intent": "greet" + }, + { + "text": "hey there", + "intent": "greet" + }, + { + "text": "hello", + "intent": "greet" + }, + { + "text": "hi", + "intent": "greet" + }, + { + "text": "yes", + "intent": "affirm" + }, + { + "text": "yep", + "intent": "affirm" + }, + { + "text": "yeah", + "intent": "affirm" + }, + { + "text": "bye", + "intent": "goodbye" + }, + { + "text": "goodbye", + "intent": "goodbye" + }, + { + "text": "good bye", + "intent": "goodbye" + }, + { + "text": "stop", + "intent": "goodbye" + }, + { + "text": "end", + "intent": "goodbye" + }, + { + "text": "indeed", + "intent": "affirm" + }, + { + "text": "that's right", + "intent": "affirm" + }, + { + "text": "ok", + "intent": "affirm" + }, + { + "text": "great", + "intent": "affirm" + }, + { + "text": "What is the event happening now", + "intent": "event-request", + "entities": [ + { + "entity": "time", + "end": 31, + "start": 28, + "value": "now" + } + ] + }, + { + "text": "What event is happening at Lecture hall 10 AM today", + "intent": "event-request", + "entities": [ + { + "entity": "time", + "end": 45, + "start": 40, + "value": "10 AM" + }, + { + "entity": "day", + "end": 51, + "start": 46, + "value": "today" + }, + { + "entity": "place", + "end": 39, + "start": 27, + "value": "Lecture hall" + } + ] + }, + { + "text": "What is the event same time tomorrow", + "intent": "event-request", + "entities": [ + { + "entity": "time", + "end": 27, + "start": 18, + "value": "same time" + }, + { + "entity": "day", + "end": 36, + "start": 28, + "value": "tomorrow" + } + ] + }, + { + "text": "What event is happening at Lecture hall 2 tommorrow 10 PM", + "intent": "event-request", + "entities": [ + { + "entity": "place", + "end": 41, + "start": 27, + "value": "Lecture hall 2" + }, + { + "entity": "time", + "end": 57, + "start": 52, + "value": "tomorrow 10 PM" + }, + { + "entity": "day", + "end": 51, + "start": 42, + "value": "tomorrow" + } + ] + }, + { + "text": "What event is happening at Lecture hall 6 AM today", + "intent": "event-request", + "entities": [ + { + "entity": "time", + "end": 44, + "start": 40, + "value": "6 AM" + }, + { + "entity": "day", + "end": 51, + "start": 45, + "value": "today" + }, + { + "entity": "place", + "end": 39, + "start": 27, + "value": "Lecture hall" + } + ] + }, + { + "text": "What event is happening at Lecture hall 6:30 PM today", + "intent": "event-request", + "entities": [ + { + "entity": "time", + "end": 47, + "start": 40, + "value": "6:30 PM" + }, + { + "entity": "day", + "end": 55, + "start": 48, + "value": "today" + }, + { + "entity": "place", + "end": 39, + "start": 27, + "value": "Lecture hall" + } + ] + }, + { + "text": "What event is happening at Lecture hall 6 30 PM today", + "intent": "event-request", + "entities": [ + { + "entity": "time", + "end": 47, + "start": 40, + "value": "10 AM" + }, + { + "entity": "day", + "end": 55, + "start": 48, + "value": "today" + }, + { + "entity": "place", + "end": 39, + "start": 27, + "value": "Lecture hall" + } + ] + }, + { + "text": "What event is happening at 6 30 PM today", + "intent": "event-request", + "entities": [ + { + "entity": "time", + "end": 34, + "start": 27, + "value": "6 30 PM" + }, + { + "entity": "day", + "end": 40, + "start": 35, + "value": "today" + } + ] + }, + { + "text": "What event is happening at 6", + "intent": "event-request", + "entities": [ + { + "entity": "time", + "end": 28, + "start": 27, + "value": "6" + } + ] + }, + { + "text": "What event is at 12", + "intent": "event-request", + "entities": [ + { + "entity": "time", + "end": 19, + "start": 17, + "value": "12" + } + ] + }, + { + "text": "list events before 12", + "intent": "event-request", + "entities": [ + { + "entity": "time", + "end": 21, + "start": 19, + "value": "12" + }, + { + "entity": "relative-time", + "end": 18, + "start": 12, + "value": "before" + } + ] + }, + { + "text": "list events after 5", + "intent": "event-request", + "entities": [ + { + "entity": "time", + "end": 19, + "start": 18, + "value": "5" + }, + { + "entity": "relative-time", + "end": 17, + "start": 12, + "value": "before" + } + ] + }, + { + "text": "when is the chatbot event happening", + "intent": "event-time", + "entities": [ + { + "entity": "event_name", + "end": 19, + "start": 12, + "value": "chatbot" + } + ] + }, + { + "text": "when is python 101 event happening", + "intent": "event-time", + "entities": [ + { + "entity": "event_name", + "end": 18, + "start": 8, + "value": "python 101" + } + ] + }, + { + "text": "what event is happening 2 tomorrow", + "intent": "event-request", + "entities": [ + { + "entity": "time", + "end": 25, + "start": 24, + "value": "2" + }, + { + "entity": "time", + "end": 34, + "start": 26, + "value": "2" + } + ] + } + ], + "regex_features": [] + } +} \ No newline at end of file diff --git a/models/nlu/default/model_20181002-135222/crf_model.pkl 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"pipeline": [ + { + "case_sensitive": false, + "name": "nlp_spacy", + "model": "en", + "class": "rasa_nlu.utils.spacy_utils.SpacyNLP" + }, + { + "class": "rasa_nlu.tokenizers.spacy_tokenizer.SpacyTokenizer", + "name": "tokenizer_spacy" + }, + { + "class": "rasa_nlu.featurizers.spacy_featurizer.SpacyFeaturizer", + "name": "intent_featurizer_spacy" + }, + { + "class": "rasa_nlu.featurizers.regex_featurizer.RegexFeaturizer", + "name": "intent_entity_featurizer_regex", + "regex_file": "regex_featurizer.json" + }, + { + "classifier_file": "crf_model.pkl", + "name": "ner_crf", + "features": [ + [ + "low", + "title", + "upper" + ], + [ + "bias", + "low", + "prefix5", + "prefix2", + "suffix5", + "suffix3", + "suffix2", + "upper", + "title", + "digit", + "pattern" + ], + [ + "low", + "title", + "upper" + ] + ], + "L2_c": 0.1, + "BILOU_flag": true, + "max_iterations": 50, + "class": "rasa_nlu.extractors.crf_entity_extractor.CRFEntityExtractor", + "L1_c": 0.1 + }, + { + "class": "rasa_nlu.extractors.entity_synonyms.EntitySynonymMapper", + "name": "ner_synonyms", + "synonyms_file": "entity_synonyms.json" + }, + { + "name": "intent_classifier_sklearn", + "classifier_file": "intent_classifier_sklearn.pkl", + "class": "rasa_nlu.classifiers.sklearn_intent_classifier.SklearnIntentClassifier", + "C": [ + 1, + 2, + 5, + 10, + 20, + 100 + ], + "kernels": [ + "linear" + ], + "max_cross_validation_folds": 5, + "scoring_function": "f1_weighted" + } + ], + "trained_at": "20181002-135222", + "rasa_nlu_version": "0.13.5", + "language": "en", + "training_data": "training_data.json" +} \ No newline at end of file diff --git a/models/nlu/default/model_20181002-135222/regex_featurizer.json b/models/nlu/default/model_20181002-135222/regex_featurizer.json new file mode 100644 index 0000000..0637a08 --- /dev/null +++ b/models/nlu/default/model_20181002-135222/regex_featurizer.json @@ -0,0 +1 @@ +[] \ No newline at end of file diff --git a/models/nlu/default/model_20181002-135222/training_data.json b/models/nlu/default/model_20181002-135222/training_data.json new file mode 100644 index 0000000..59e1185 --- /dev/null +++ b/models/nlu/default/model_20181002-135222/training_data.json @@ -0,0 +1,363 @@ +{ + "rasa_nlu_data": { + "entity_synonyms": [], + "common_examples": [ + { + "intent": "intro", + "text": "who are you?" + }, + { + "intent": "intro", + "text": "what do you do?" + }, + { + "intent": "intro", + "text": "what can you do for me?" + }, + { + "intent": "greet", + "text": "hey" + }, + { + "intent": "greet", + "text": "hey" + }, + { + "intent": "greet", + "text": "howdy" + }, + { + "intent": "greet", + "text": "hey there" + }, + { + "intent": "greet", + "text": "hello" + }, + { + "intent": "greet", + "text": "hi" + }, + { + "intent": "affirm", + "text": "yes" + }, + { + "intent": "affirm", + "text": "yep" + }, + { + "intent": "affirm", + "text": "yeah" + }, + { + "intent": "goodbye", + "text": "bye" + }, + { + "intent": "goodbye", + "text": "goodbye" + }, + { + "intent": "goodbye", + "text": "good bye" + }, + { + "intent": "goodbye", + "text": "stop" + }, + { + "intent": "goodbye", + "text": "end" + }, + { + "intent": "affirm", + "text": "indeed" + }, + { + "intent": "affirm", + "text": "that's right" + }, + { + "intent": "affirm", + "text": "ok" + }, + { + "intent": "affirm", + "text": "great" + }, + { + "entities": [ + { + "start": 28, + "entity": "time", + "value": "now", + "end": 31 + } + ], + "intent": "event-request", + "text": "What is the event happening now" + }, + { + "entities": [ + { + "start": 40, + "entity": "time", + "value": "10 AM", + "end": 45 + }, + { + "start": 46, + "entity": "day", + "value": "today", + "end": 51 + }, + { + "start": 27, + "entity": "place", + "value": "Lecture hall", + "end": 39 + } + ], + "intent": "event-request", + "text": "What event is happening at Lecture hall 10 AM today" + }, + { + "entities": [ + { + "start": 18, + "entity": "time", + "value": "same time", + "end": 27 + }, + { + "start": 28, + "entity": "day", + "value": "tomorrow", + "end": 36 + } + ], + "intent": "event-request", + "text": "What is the event same time tomorrow" + }, + { + "entities": [ + { + "start": 27, + "entity": "place", + "value": "Lecture hall 2", + "end": 41 + }, + { + "start": 52, + "entity": "time", + "value": "tomorrow 10 PM", + "end": 57 + }, + { + "start": 42, + "entity": "day", + "value": "tomorrow", + "end": 51 + } + ], + "intent": "event-request", + "text": "What event is happening at Lecture hall 2 tommorrow 10 PM" + }, + { + "entities": [ + { + "start": 40, + "entity": "time", + "value": "6 AM", + "end": 44 + }, + { + "start": 45, + "entity": "day", + "value": "today", + "end": 51 + }, + { + "start": 27, + "entity": "place", + "value": "Lecture hall", + "end": 39 + } + ], + "intent": "event-request", + "text": "What event is happening at Lecture hall 6 AM today" + }, + { + "entities": [ + { + "start": 40, + "entity": "time", + "value": "6:30 PM", + "end": 47 + }, + { + "start": 48, + "entity": "day", + "value": "today", + "end": 55 + }, + { + "start": 27, + "entity": "place", + "value": "Lecture hall", + "end": 39 + } + ], + "intent": "event-request", + "text": "What event is happening at Lecture hall 6:30 PM today" + }, + { + "entities": [ + { + "start": 40, + "entity": "time", + "value": "10 AM", + "end": 47 + }, + { + "start": 48, + "entity": "day", + "value": "today", + "end": 55 + }, + { + "start": 27, + "entity": "place", + "value": "Lecture hall", + "end": 39 + } + ], + "intent": "event-request", + "text": "What event is happening at Lecture hall 6 30 PM today" + }, + { + "entities": [ + { + "start": 27, + "entity": "time", + "value": "6 30 PM", + "end": 34 + }, + { + "start": 35, + "entity": "day", + "value": "today", + "end": 40 + } + ], + "intent": "event-request", + "text": "What event is happening at 6 30 PM today" + }, + { + "entities": [ + { + "start": 27, + "entity": "time", + "value": "6", + "end": 28 + } + ], + "intent": "event-request", + "text": "What event is happening at 6" + }, + { + "entities": [ + { + "start": 17, + "entity": "time", + "value": "12", + "end": 19 + } + ], + "intent": "event-request", + "text": "What event is at 12" + }, + { + "entities": [ + { + "start": 19, + "entity": "time", + "value": "12", + "end": 21 + }, + { + "start": 12, + "entity": "relative-time", + "value": "before", + "end": 18 + } + ], + "intent": "event-request", + "text": "list events before 12" + }, + { + "entities": [ + { + "start": 18, + "entity": "time", + "value": "5", + "end": 19 + }, + { + "start": 12, + "entity": "relative-time", + "value": "before", + "end": 17 + } + ], + "intent": "event-request", + "text": "list events after 5" + }, + { + "entities": [ + { + "start": 12, + "entity": "event_name", + "value": "chatbot", + "end": 19 + } + ], + "intent": "event-time", + "text": "when is the chatbot event happening" + }, + { + "entities": [ + { + "start": 8, + "entity": "event_name", + "value": "python 101", + "end": 18 + } + ], + "intent": "event-time", + "text": "when is python 101 event happening" + }, + { + "entities": [ + { + "start": 24, + "entity": "time", + "value": "2", + "end": 25 + }, + { + "start": 26, + "entity": "time", + "value": "2", + "end": 34 + } + ], + "intent": "event-request", + "text": "what event is happening 2 tomorrow" + } + ], + "lookup_tables": [], + "regex_features": [] + } +} \ No newline at end of file diff --git a/models/nlu/default/model_20181002-135345/crf_model.pkl b/models/nlu/default/model_20181002-135345/crf_model.pkl new file mode 100644 index 0000000000000000000000000000000000000000..b293f710e173eec0fa7b3b45598b8bf21b05ad95 GIT binary patch literal 44371 zcmeHw2Y3|K`|gI$(tF3yLrK`4O$0+i3AhA84<&?@B?+X>Z0H0L(4|Z7NUsu_pnz0C z1q7rCC`F`5M~e7E1ikM!b7nF-%qCB6dG7z-=Rf-Koq5l9-Z|%;GiT13o!yKr81EXK z;*90fV&eIMt|7^p&H$$?GdVRjGo9DB?%Gbz=^B5?`DAeg{Gy8Lbh@EVJ}%wm%yi?x}J6)w6t}s}OWN}6Pq6&c~EjHE373&mL 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