final? fix to the CustomAction function and first work on other custom

Actions

example/actions.py

@@ -7,26 +7,30 @@ class ActionSearchBirthplace(Action):
 
     def run(self, dispatcher, tracker, domain):
         import csv
+        import re
         #dispatcher.utter_message("Searching for Birthplace")
         person = tracker.get_slot('physicist')
-        actualBirthplace = None
-        with open('birthplace.csv') as csvfile:
-            spamreader = csv.DictReader(csvfile, delimiter=',')
+        name_regex = re.compile(person, re.IGNORECASE)
+        actual_birthplace = None
+        with open('birthplace.tsv') as csvfile:
+            spamreader = csv.DictReader(csvfile, delimiter='\t')
             for row in spamreader:
-                if row['Name'] == person:
-                    actualBirthplace = row['Birthplace']
-        if actualBirthplace is None:
-            dispatcher.utter_message("Error: Birthplace of " + person + "not known.")
-            return[SlotSet('matches', [])]
-        return [SlotSet('matches', actualBirthplace if actualBirthplace is not None else [])]
+                if name_regex.match(row['name']):
+                    actual_birthplace = row['birthplace']
+        if actual_birthplace is None:
+            return[SlotSet('birthplace', [])]
+        return [SlotSet('birthplace', actual_birthplace if actual_birthplace is not None else [])]
         
         
-class ActionSayBirthplace(Action):
+class ActionUtterBirthplace(Action):
     def name(self):
-        return 'action_say_birthplace'
+        return 'action_utter_birthplace'
 
     def run(self, dispatcher, tracker, domain):
         person = tracker.get_slot('physicist')
-        dispatcher.utter_message("The birthplace of " + person + " is " + tracker.get_slot('matches') + ".")
+        birthplace = tracker.get_slot('birthplace')
+        if  birthplace == None:
+            dispatcher.utter_message("Error: Birthplace of " + person + "not known.")
+        else:
+            dispatcher.utter_message("The birthplace of " + person + " is " + birthplace + ".")
         return []
-

example/birthplace.csv

-Name,Birthplace
-Albert Einstein,Ulm
-Galileo Galilei,Pisa

example/birthplace.tsv

+name	birthplace	birthdate	day_of_death	place_of_death	is_alive	num_spouses	primary_education	university	area_of_research	workplace	awards							
+Albert Einstein	Ulm	14.03.1879	18.04.1955	Princeton	False	2.00	Luitpold Gymnasium	University of Bern	phylosophy and theoretical physics	"Swiss Patent Office (Bern) (1902–1909), University of Bern (1908–1909), University of Zurich (1909–1911), Charles University in Prague (1911–1912), ETH Zurich (1912–1914), Prussian Academy of Sciences (1914–1933), Humboldt University "	"Barnard Medal (1920), Nobel Prize in Physics (1921), Matteucci Medal (1921), ForMemRS (1921)[3], Copley Medal (1925)[3], Gold Medal of the Royal Astronomical Society (1926), Max Planck Medal (1929), Time Person of the Centu"							
+Galileo Galilei	Pisa	15.02.1564	08.01.1642	Arcetri	False	1.00	Vallombrosa Abbey	University of Pisa	"astronomy, physics, engineering, natural philosophy and mathematics"	University of Pisa (1589-1592) and University of Padua (1592-1610)	honorary degree by the Jesuit College in Rome							

example/domain.yml

@@ -2,14 +2,40 @@ intents:
   - greet
   - goodbye
   - birthplace
-  - birthplace_action
+  - day_of_death
+  - place_of_death
+  - is_alive
+  - num_spouses
+  - primary_education
+  - university
+  - area_of_research
+  - workplace
+  - awards
 
 actions:
-- utter_greet
-- utter_birthplace
-- utter_goodbye
-- action_search_birthplace
-- action_say_birthplace
+  - utter_greet
+  - utter_birthplace
+  - utter_goodbye
+  - action_search_birthplace
+  - action_utter_birthplace
+  - action_search_day_of_death
+  - action_utter_day_of_death
+  - action_search_place_of_death
+  - action_utter_place_of_death
+  - action_search_is_alive
+  - action_utter_is_alive
+  - action_search_num_spouses
+  - action_utter_num_spouses
+  - action_search_primary_education
+  - action_utter_primary_education
+  - action_search_university
+  - action_utter_university
+  - action_search_area_of_research
+  - action_utter_area_of_research
+  - action_search_workplace
+  - action_utter_workplace
+  - action_search_awards
+  - action_utter_awards
 
 entities:
 - physicist
@@ -17,16 +43,30 @@ entities:
 slots:
   physicist:
     type: text
-  matches:
+  birthplace:
     type: unfeaturized
-
+  day_of_death:
+    type: undefined
+  place_of_death:
+    type: undefined
+  is_alive:
+    type: undefined
+  num_spouses:
+    type: undefined
+  primary_education:
+    type: undefined
+  university:
+    type: undefined
+  area_of_research:
+    type: undefined
+  workplace:
+    type: undefined
+  awards:
+    type: undefined
 
 templates:
   utter_greet:
   - text: "Hi, enter Physicist to gather birthplace information."
 
-  utter_birthplace:
-  - text: "The Birthplace of {physicist} is "
-
   utter_goodbye:
   - text: "Bye"

example/models/dialogue/domain.json

 {
   "states": [
     "intent_birthplace",
-    "intent_birthplace_action",
     "intent_goodbye",
     "intent_greet",
     "entity_physicist",
@@ -14,6 +13,6 @@
     "prev_utter_birthplace",
     "prev_utter_goodbye",
     "prev_action_search_birthplace",
-    "prev_action_say_birthplace"
+    "prev_action_utter_birthplace"
   ]
 }
\ No newline at end of file

example/models/dialogue/domain.yml

@@ -5,7 +5,7 @@ actions:
 - utter_birthplace
 - utter_goodbye
 - action_search_birthplace
-- action_say_birthplace
+- action_utter_birthplace
 config:
   store_entities_as_slots: true
 entities:
@@ -18,10 +18,8 @@ intents:
     use_entities: true
 - birthplace:
     use_entities: true
-- birthplace_action:
-    use_entities: true
 slots:
-  matches:
+  birthplace:
     auto_fill: true
     initial_value: null
     type: rasa_core.slots.UnfeaturizedSlot
@@ -30,8 +28,6 @@ slots:
     initial_value: null
     type: rasa_core.slots.TextSlot
 templates:
-  utter_birthplace:
-  - text: 'The Birthplace of {physicist} is '
   utter_goodbye:
   - text: Bye
   utter_greet:

example/models/dialogue/policy_0_MemoizationPolicy/memorized_turns.json

@@ -2,62 +2,42 @@
   "max_history": 3,
   "lookup": {
     "eJyLzivNydFRgJDVtbEAMW4Fvw==": 0,
+    "eJyLzivNydFRqK4F4tS8ksySyviCjMrizOTM4hIrBUM9Ax2FzLwSoEx8UmZRSUZBTmJyanxicklmfh5UuqAotQwqEp8D1JUKkyjOyS9BGBZvABaujQUARD0oZA==": 7,
+    "eJyLrq7VUahOzSvJLKmML8ioLM5MziwusVIw1DPQUcjMKwHKxCdlFpVkFOQkJqfGJyaXZObnQaULilLLoCLxOUBdqTCJ4pz8EoRh8QZgYerYU5yaWJScgaQUr5WxABJHT20=": 8,
+    "eJyLrk7NK8ksqYwvyKgszkzOLC6xUjDUM9BRyMwrAcrEJ2UWlWQU5CQmp8YnJpdk5udBpQuKUsugIvE5QF2pMIninPwShGHxBmDhWh0FKthTnJpYlJyBpJT2VpaWlKQWEWtjLAAYzXb3": 0,
+    "eJy9jUsKgCAURbfiAiRq2lYiHiYPfCAmegsk2nsRQo0aRdNzP2fYOEBQKLqSxUpGr7qm1UoCzoQmSXDRG8tkLGQONY6J10oos0nWPaq1k/2M+5faC+9afaBcAE6/Gv254vDqGQ+NIXb3": 7,
+    "eJyLrk7NK8ksqYwvyKgszkzOLC6xUjDUM9BRyMwrAcrEJ2UWlWQU5CQmp8YnJpdk5udBpQuKUsugIvGlJSWpRUgqoUqKc/JLEMbGG4CFa3UUqGBjDlBXah7t7SlOTSxKziDWa7EAY0929w==": 8,
+    "eJyLrk7NK8ksqYwvyKgszkzOLC6xUjDUM9BRyMwrAcrEJ2UWlWQU5CQmp8YnJpdk5udBpQuKUsugIvHFqYlFyRlISqFqinPySxDmxhuAhWt1FKhgZWlJSWoRCTZCjU7Pz09JqkzFYmAOUH1qHl5jYgHF+2rU": 6,
     "eJyLzivNydFRqK4F4sy8ktS8kvj0otTUEisFQz0DHYWCotSy+MTkksz8vPiczGKgPFiiNhYAOVkTqg==": 4,
     "eJyLrq7VUajOzCtJzSuJTy9KTS2xUjDUM9BRKChKLYtPTC7JzM+Lz8ksBsqDJfCpLi0pSS1CEq6NBQAtOSDT": 0,
     "eJx9jcEJgDAQBFtJAUH0aysih4ZDD0IMySqI2LtRA/rR7+4w02ziwA40BGbUqipKrXzghToDmRxZiem/jl2rT3oGOLzmk02gYCU/rlFM0mQ+K3oJGL3tDOfUf1yraCc8MirvTnsANsZEOw==": 7,
     "eJytjUEKhTAQQ6/SA4jo9l9FZKhlsAOllmn8IOLdFVTsypXb5OWlWyWCI2hUZvxMWzeVScp/mgHWIt4qsx6gYKHklyxO8s1fikEUPgXrmKyDTLHUnQmFY8V3kcOER0bNhz+ZrTpfoK+X/Q5kC11Z": 8,
-    "eJyLrk7NK8ksqYwvyKgszkzOLC6xUjDUM9BRyMwrAcrEJ2UWlWQU5CQmp8YnJpdk5udBpQuKUsugIvE5QF2pMIninPwShGHxBmDhWh0FKthTnJpYlJyBpJQOViZWEmtfLAAiJnYQ": 0,
-    "eJyLrk7NK8ksqYwvyKgszkzOLC6xUjDUM9BRyMwrAcrEJ2UWlWQU5CQmp8YnJpdk5udBpQuKUsugIvHFqYlFyRlISqFqinPySxDmxhuAhWt1FKhhZWIlDezDYlEOUHlqHl4LYgEyq3Mz": 5,
+    "eJyLrk7NK8ksqYwvyKgszkzOLC6xUjDUM9BRyMwrAcrEJ2UWlWQU5CQmp8YnJpdk5udBpQuKUsugIvHFqYlFyRlISqFqinPySxDmxhuAhWt1FKhgZWlJSWoRCTZCjU4vSk0twWJcDlB1ah5eQ2IB6BdqAg==": 4,
     "eJyLzivNydFRqK4F4sy8ktS8kvj0/PyUpMpUKwVDPQMdhYKi1LL4xOSSzPy8+JzMYqAKsERtLABnKhR8": 6,
     "eJyLrq7VUajOzCtJzSuJT8/PT0mqTLVSMNQz0FEoKEoti09MLsnMz4vPySwGqgBL4FdfWlKSWoQiURsLAA0tI0k=": 0,
-    "eJyFjUsKgCAURbfiAiRs2lYiHmqSD0RFX4FEe88+EE1qfM89p1/Rk/EEUwijKqZjbSM4i8ksIDVh8OAwV+IcNs4++JnIpNdw8BVGKhBtyair6n7cGoWJbHRS/5Q5yy7QYwFxBYYdC3pD1A==": 5,
-    "eJyljkEKgDAQA7/SB4jo1a+ILFoXXShtaaNQxL8rWBDRm+dJJmk3sWALmpwbh8SNqsuqUD7wSgvA4QH2Qm1nWJDIzymKlojcyJpBAmZvev0w9RriLJkzzjaDaBxuC1W/Bq6rL/a90R3VJ1Yk": 0,
-    "eJyLrk7NK8ksqYwvyKgszkzOLC6xUjDUM9BRyMwrAcrEJ2UWlWQU5CQmp0LFC4pSy+ITk0sy8/Pic4DKU/OgEsU5+SUIU+INwMK1OgpkWVBaUpJahClHsR1Ql5Pnl1gAAfdp/A==": 7,
-    "eJyLrk7NK8ksqYwvyKgszkzOLC6xUjDUM9BRyMwrAcrEJ2UWlWQU5CQmp0LFC4pSy+JLS0pSizDlinPySxAGxRuAhWt1FIi2Iz4xuSQzPw/ZKohIfA5QV2oe7e0pTk0sSs4g1muxADGucT0=": 8,
-    "eJyLzivNydFRqK4F4tS8ksySyviCjMrizOTM4hIrBUM9Ax2FzLwSoEx8UmZRSUZBTmJyKlS8oCi1LD4xuSQzPy8+B6g8NQ8qUZyTX4IwJd4ALFwbCwAUwCWH": 5,
-    "eJyLrq7VUahOzSvJLKmML8ioLM5MziwusVIw1DPQUcjMKwHKxCdlFpVkFOQkJqdCxQuKUsviE5NLMvPz4nOAylPzoBLFOfklCFPiDcDC5FpQWlKSWoQph92OWAAojUaU": 0,
-    "eJyLrk7NK8ksqYwvyKgszkzOLC6xUjDUM9BRyMwrAcrEJ2UWlWQU5CQmp0LFC4pSy+ITk0sy8/Pic4DKU/OgEsU5+SUIU+INwMK1OgpkWVBaUpJahClHVTuI90QsAAc0Zx8=": 5,
-    "eJyLrk7NK8ksqYwvyKgszkzOLC6xUjDUM9BRyMwrAcrEJ2UWlWQU5CQmp0LFC4pSy+JLS0pSizDlinPySxAGxRuAhWt1FMiyIzG5JDM/Lz4HqDw1jxYWkOSJWABf52hk": 0,
-    "eJyLzivNydFRqK4F4tS8ksySyviCjMrizOTM4hIrBUM9Ax2FzLwSoEx8UmZRSUZBTmJyanxicklmfh5UuqAotQwqEp8D1JUKkyjOyS9BGBZvABaujQUARD0oZA==": 7,
-    "eJyLrq7VUahOzSvJLKmML8ioLM5MziwusVIw1DPQUcjMKwHKxCdlFpVkFOQkJqfGJyaXZObnQaULilLLoCLxOUBdqTCJ4pz8EoRh8QZgYerYU5yaWJScgaQUr5WxABJHT20=": 8,
-    "eJytjVEKgCAQBa/iASLst6tELGZLLoiKLoFEd09CqI8Ign7fDPOGDR0TZwgmJ9KUuBddKxtBjguBiSKbYJVGUJrJu4pDxLUukFBFbW5qdZL1fHVBnvPeiD8uVf7wV8OL9/OU8SFni4/uNTMe2Jtp7Q==": 6,
-    "eJytjVEKgCAQBa/iASTst6tELCZLLoiKLoFEd09CqI8Ign7fDPPGDT0TF4i2ZDKUeRB9p6Qgz5XATIltdNogaMMUfMMx4doWyKiTsTe1OdkFvrqgznmX4o9LXT78tfCSEPkh5qqN/jUyHfyFaRs=": 4,
-    "eJydjFEKgCAQBa/iASLqt6tELCZLLYiJvgKJ7l6EUIFf/c4M0+/sIEjk5xTFSESn2rqplDhchkYJmL3VhkkbyOKy9oG3TCjq9OpyEO2CZ0rNjY9K7Xk8BWYUZvaq2f2drACHDy4vhhMn4lcA": 0,
-    "eJyLrs7MK0nNK4lPL0pNLbFSMNQz0FEoKEoti09MLsnMz4vPySwGykMlinPyS+ILMiqLM5OBwvEGYOFaHQWchpSWlKQWoQjjNAKoP7OkEiEFVQ81OSmzqCSjICcxOZU8N8YCAD+/UOg=": 5,
-    "eJy1jl0KQEAUhbcyC5jEq61ItzHduDWNaeZQkr0TCvHq9Xznr5rFgz2ojcwoVZHlWoXIIw0Ax4ecXA8K3ZTESgLlu7xoNW95wXSh0382NxLRBWcs3+uNhfSe3GZn/8fA8f/FvjfqFQpaXEU=": 0,
-    "eJyLrk7NK8ksqYwvyKgszkzOLC6xUjDUM9BRyMwrAcrEJ2UWlWQU5CQmp0LFC4pSy+ITk0sy8/Pic4DKU/OgEsU5+SUIU+INwMK1OgpkWVBaUpJahCmH0w6oYelFqakl5Dk0FgAjXF0H": 4,
-    "eJydzkEKgCAQheGreAAJ23aViKFkqAFR0VcQ0d2LCgpq1fZ/w8fUC3sIZorDnMVKRqXKwmglHvtCnSQM0bWWrx4TTzQCnN5bdgE3RObIq1bLhfWJGU+ntZDgye3X7P8i5zPP/E00G6eFUi0=": 0,
-    "eJyLrk7NK8ksqYwvyKgszkzOLC6xUjDUM9BRyMwrAcrEJ2UWlWQU5CQmp8YnJpdk5udBpQuKUsugIvHFiZVI6qAKinPySxCGxhuAhWt1FIi2D4tFOUDlqXm0sKC0pCS1iFhPxAIABpptNw==": 0,
     "eJx9jlEKgCAQRK/iASTqt6tELGZLLYiKboFEd89KiH78njdvZjjIMlqGxbl5StiLrmml8AF3UJrJWTAUM/EEpxQVfmPG8AtuPsPECfyaIumsKo2imSjw6o3SWObqB6SIxvEng/bdGS8PIUax": 7,
     "eJytjUEKhDAQBL+SB4jo1a+IDDEOZiAkIWmFIP5dQRfdy5722t1V3W/iwR40hzCNhTvV1k2lYuKVFoDTV7FXajvHgkLRlixGMm7i1oySYKPThkkbSPBv4ZWQOyn+FNkFPDJq/viTWSdjX9Ofl8MBFV9e/Q==": 8,
-    "eJyLrs7MK0nNK4lPL0pNLbFSMNQz0FEoKEoti09MLsnMz4vPySwGykMlinPyS+ILMiqLM5OBwvEGYOFaHQWchpSWlKQWoQiTbATx7ogFAMoJRtA=": 4,
-    "eJyLrs7MK0nNK4lPL0pNLbFSMNQz0FEoKEotiy8tKUktQhEuzskviS/IqCzOTM4sLok3AAvX6ijgNCIxuSQzPy8+B6g6NY9cQ4h1RywANYhGDg==": 0,
-    "eJyLrs7MK0nNK4lPL0pNLbFSMNQz0FEoKEoti09MLsnMz4vPySwGykMlinPyS+ILMiqLM5OBwvEGYOFaHQWchpSWlKQWoQjjNAKoP7OkEiEFVQ81OSmzqCSjICcxORXqMPKcGgsAnvJTxQ==": 7,
-    "eJy1jUsKhDAQBa+SA4jodq4i0sTQmIYQQ+c5IOLdFRXUjTu39T7VzBLBEdQrM36mLqvCJOU/jQDrA+cwgJKfsjjJoGrHS2HmbS+Yrujsn8+dKHwK1jFZBxni3XIQCtuK4/eezFadv1Vfle0K0VllHg==": 8,
-    "eJydjFEKhSAUBbfiAiLqt61EXMx3qQuioqcHEu29CKGIvvqdGaZf2UGQKcw5iZGETrV1UylxOAyNEjEHqw2TNhDvig6R/4VQ0vnWlSBZj2tKzYm3Sq1lPHn/GzO/7OzRs/u+WQCOD/G+GXZaQ1l2": 0,
-    "eJyLrs7MK0nNK4lPz89PSapMtVIw1DPQUSgoSi2LT0wuyczPi8/JLAaqgEoU5+SXxBdkVBZnJgOF4w3AwrU6CniMKS0pSS1Ck8BpDNCMzJJKhBRUPdT0pMyikoyCnMTkVKjjyHNuLADh2VY7": 7,
-    "eJyLrs7MK0nNK4lPz89PSapMtVIw1DPQUSgoSi2LLy0pSS1CkyjOyS+JL8ioLM5MziwuiTcAC9fqKFQDzcgsqURIQdVDTU/KLCrJKMhJTE6NT0wuyczPQ7YHIhKfA9SVmkd7e4pTE4uSM5CU4rUyFgCoaWbC": 8,
+    "eJyLrs7MK0nNK4lPz89PSapMtVIw1DPQUSgoSi2LT0wuyczPi8/JLAaqAEvU6ijgUV9aUpJahCKBXz0W82MBkM0yyQ==": 6,
+    "eJyLrs7MK0nNK4lPz89PSapMtVIw1DPQUSgoSi2LLy0pSS1CkajVUcCjPjG5JDM/Lz4nsxioggj1WMyPBQCVnTLZ": 0,
     "eJyLrs7MK0nNK4lPL0pNLbFSMNQz0FEoKEoti09MLsnMz4vPySwGyoMlanUUcKouLSlJLUISRlabn5+SVJlKwOxYAEJRMFM=": 6,
     "eJyLrs7MK0nNK4lPL0pNLbFSMNQz0FEoKEotiy8tKUktQhKu1VGAq83PT0mqTEVWnZhckpmfF5+TWQxUQYR6qOlIErWxAK4kMTU=": 0,
-    "eJyLrk7NK8ksqYwvyKgszkzOLC6xUjDUM9BRyMwrAcrEJ2UWlWQU5CQmp0LFC4pSy+ITk0sy8/Pic4DKU/OgEsU5+SUIU+INwMK1OgpkWVBaUpJahCmH0w6oYen5+SlJlWQ6NRYA5ztd2Q==": 6,
-    "eJyLrk7NK8ksqYwvyKgszkzOLC6xUjDUM9BRyMwrAcrEJ2UWlWQU5CQmp0LFC4pSy+JLS0pSizDlinPySxAGxRuAhWt1FKqhhqXn56ckVaKYlJhckpmfF58DVJ+aR74xEAehSmA3JhYAvPRUow==": 0,
-    "eJyLrs7MK0nNK4lPz89PSapMtVIw1DPQUSgoSi2LT0wuyczPi8/JLAaqgEoU5+SXxBdkVBZnJgOF4w3AwrU6CniMKS0pSS1CkyDDGOJdEwsAUzpKGA==": 6,
-    "eJyLrs7MK0nNK4lPz89PSapMtVIw1DPQUSgoSi2LLy0pSS1CkyjOyS+JL8ioLM5MziwuiTcAC9fqKOAxJjG5JDM/Lz4HqD41j3xjiHdNLABa6koo": 0,
     "eJyLrs7MK0nNK4lPz89PSapMtVIw1DPQUSgoSi2LT0wuyczPi8/JLAaqAEvU6ijgUV9aUpJahCKBrL4oNbWEgOmxACZiMfc=": 4,
     "eJyLrs7MK0nNK4lPz89PSapMtVIw1DPQUSgoSi2LLy0pSS1CkajVUYCrL0pNLUFWnZhckpmfF5+TWQyUJ6gaajZcuDYWAFhJMGM=": 0,
-    "eJyLrs7MK0nNK4lPL0pNLbFSMNQz0FEoKEoti09MLsnMz4vPySwGykMlinPyS+ILMiqLM5OBwvEGYOFaHQWchpSWlKQWoQgTNCI/PyWpMpU8l8QCAGGJR6I=": 6,
-    "eJyLrs7MK0nNK4lPL0pNLbFSMNQz0FEoKEotiy8tKUktQhEuzskviS/IqCzOTM4sLok3AAvX6ijAjcjPT0mqTEU2JDG5JDM/Lz4HqD41j3xjoG5BkcBuTCwAAj1IhA==": 0,
     "eJyLrs7MK0nNK4lPL0pNLbFSMNQz0FEoKEoti09MLsnMz4vPySwGyoMlanUUcKouLSlJLUISxqcWi8mxANzDL4E=": 4,
     "eJyLrs7MK0nNK4lPL0pNLbFSMNQz0FEoKEotiy8tKUktQhKu1VHAqTYxuSQzPy8+J7MYKE9QNYbJsQB6qC6/": 0,
-    "eJyLrk7NK8ksqYwvyKgszkzOLC6xUjDUM9BRyMwrAcrEJ2UWlWQU5CQmp8YnJpdk5udBpQuKUsugIvHFqYlFyRlISqFqinPySxDmxhuAhWt1FKhhZWIlXe3LAepKzcNrTywAgfp2EA==": 7,
-    "eJyLrk7NK8ksqYwvyKgszkzOLC6xUjDUM9BRyMwrAcrEJ2UWlWQU5CQmp8YnJpdk5udBpQuKUsugIvHFiZVI6qAKinPySxCGxhuAhWt1FKhgXw5QV2oe7e0pTk0sSs4g1muxAEKDdhA=": 8,
-    "eJyLrs7MK0nNK4lPz89PSapMtVIw1DPQUSgoSi2LT0wuyczPi8/JLAaqgEoU5+SXxBdkVBZnJgOF4w3AwrU6CniMKS0pSS1Ck8BpDNCMzJJKhBRUPdT0pMyikoyCnMRkMt0ZCwBxbFNe": 5,
-    "eJyLrs7MK0nNK4lPz89PSapMtVIw1DPQUSgoSi2LLy0pSS1CkyjOyS+JL8ioLM5MziwuiTcAC9fqKFQDzcgsqURIQdVDTU/KLCrJKMhJTEaxIDG5JDM/Lz4HqDw1jxYWQHyAIYfdjlgAvUNd6Q==": 0,
+    "eJydjkEKgCAQRa/iASJq21UihpKhBsREf4FEdy9KyIWrtu8/Hr8/2EIQyS0xiJaATrV1UymxuBeaxGNxZtRMo4asNs3O854IbQD7zExKMCu+LDUPPit1pPTsmVHImdtm+zfynslxOTFc/bpX5w==": 0,
+    "eJyLrs7MK0nNK4lPL0pNLbFSMNQz0FEoKEoti09MLsnMz4vPySwGykMlinPyS+ILMiqLM5OBwvEGYOFaHQWchpSWlKQWoQjjNAKoP7OkEiEFVQ81OSmzqCSjICcxORXqMPKcGgsAnvJTxQ==": 7,
+    "eJy1jUsKhDAQBa+SA4jodq4i0sTQmIYQQ+c5IOLdFRXUjTu39T7VzBLBEdQrM36mLqvCJOU/jQDrA+cwgJKfsjjJoGrHS2HmbS+Yrujsn8+dKHwK1jFZBxni3XIQCtuK4/eezFadv1Vfle0K0VllHg==": 8,
+    "eJydjkEKhDAQBL+SB8iiV7+yyKBx2AyEJCStEMS/r2hABU9eu4qivws7CDIFk5NoSWhV86krJQ4boUEiTLC9Zuo1xLuCQ+S5LDQBHC9mUZL1OLNU7/NaqaWkf96PQ+aHoN18du8zx6E7eM50fzWUWl0=": 0,
     "eJyLrs7MK0nNK4lPz89PSapMtVIw1DPQUSgoSi2LT0wuyczPi8/JLAaqgEoU5+SXxBdkVBZnJgOF4w3AwrU6CniMKS0pSS1CkyBoTFFqagl5bokFALbOSUY=": 4,
     "eJyLrs7MK0nNK4lPz89PSapMtVIw1DPQUSgoSi2LLy0pSS1CkyjOyS+JL8ioLM5MziwuiTcAC9fqKMCNKUpNLUE2JDG5JDM/Lz4HqDo1j1xDoC5BEsZuRCwAhF1Hsg==": 0,
-    "eJyLrs7MK0nNK4lPz89PSapMtVIw1DPQUSgoSi2LT0wuyczPi8/JLAaqAEvU6ijgUV9aUpJahCKBXz0W82MBkM0yyQ==": 6,
-    "eJyLrs7MK0nNK4lPz89PSapMtVIw1DPQUSgoSi2LLy0pSS1CkajVUcCjPjG5JDM/Lz4nsxioggj1WMyPBQCVnTLZ": 0,
-    "eJx9jUkKgDAQBL+SBwTRq18RGTQMOhCSkLSCiH83LqAXvXYV1c0qDuxAQ2RGraqi1CpEnqkzEO/ISsr8BJtWn/YEcHzNh5tFwUJhXJKYnLn9O9FLxBhsZ/j/VatkPZ4KlddBuwNEWUFe": 5,
-    "eJyLrs7MK0nNK4lPL0pNLbFSMNQz0FEoKEotiy8tKUktQhKu1VGoBirMLKmML8ioLM5MziyGqYcakZRZVJJRkJOYnIpsTmJySWZ+XnwOUHlqHlSiOCe/BGFKvAFFFkAciiGH3Y5YAEf6VIA=": 0
+    "eJyLrs7MK0nNK4lPL0pNLbFSMNQz0FEoKEoti09MLsnMz4vPySwGykMlinPyS+ILMiqLM5OBwvEGYOFaHQWchpSWlKQWoQiTbATx7ogFAMoJRtA=": 4,
+    "eJyLrs7MK0nNK4lPL0pNLbFSMNQz0FEoKEotiy8tKUktQhEuzskviS/IqCzOTM4sLok3AAvX6ijgNCIxuSQzPy8+B6g6NY9cQ4h1RywANYhGDg==": 0,
+    "eJyLrs7MK0nNK4lPL0pNLbFSMNQz0FEoKEoti09MLsnMz4vPySwGykMlinPyS+ILMiqLM5OBwvEGYOFaHQWchpSWlKQWoQgTNCI/PyWpMpU8l8QCAGGJR6I=": 6,
+    "eJyLrs7MK0nNK4lPL0pNLbFSMNQz0FEoKEotiy8tKUktQhEuzskviS/IqCzOTM4sLok3AAvX6ijAjcjPT0mqTEU2JDG5JDM/Lz4HqD41j3xjoG5BkcBuTCwAAj1IhA==": 0,
+    "eJyLrs7MK0nNK4lPz89PSapMtVIw1DPQUSgoSi2LT0wuyczPi8/JLAaqgEoU5+SXxBdkVBZnJgOF4w3AwrU6CniMKS0pSS1CkyDDGOJdEwsAUzpKGA==": 6,
+    "eJyLrs7MK0nNK4lPz89PSapMtVIw1DPQUSgoSi2LLy0pSS1CkyjOyS+JL8ioLM5MziwuiTcAC9fqKOAxJjG5JDM/Lz4HqD41j3xjiHdNLABa6koo": 0,
+    "eJyLrs7MK0nNK4lPz89PSapMtVIw1DPQUSgoSi2LT0wuyczPi8/JLAaqgEoU5+SXxBdkVBZnJgOF4w3AwrU6CniMKS0pSS1Ck8BpDNCMzJJKhBRUPdT0pMyikoyCnMTkVKjjyHNuLADh2VY7": 7,
+    "eJyLrs7MK0nNK4lPz89PSapMtVIw1DPQUSgoSi2LLy0pSS1CkyjOyS+JL8ioLM5MziwuiTcAC9fqKFQDzcgsqURIQdVDTU/KLCrJKMhJTE6NT0wuyczPQ7YHIhKfA9SVmkd7e4pTE4uSM5CU4rUyFgCoaWbC": 8
   }
 }
\ No newline at end of file

example/models/dialogue/policy_1_PhysicistPolicy/featurizer.json

-{"py/object": "rasa_core.featurizers.MaxHistoryTrackerFeaturizer", "max_history": 5, "remove_duplicates": true, "state_featurizer": {"py/object": "rasa_core.featurizers.BinarySingleStateFeaturizer", "input_state_map": {"entity_physicist": 4, "intent_birthplace": 0, "intent_birthplace_action": 1, "intent_goodbye": 2, "intent_greet": 3, "prev_action_deactivate_form": 9, "prev_action_default_fallback": 8, "prev_action_listen": 6, "prev_action_restart": 7, "prev_action_say_birthplace": 14, "prev_action_search_birthplace": 13, "prev_utter_birthplace": 11, "prev_utter_goodbye": 12, "prev_utter_greet": 10, "slot_physicist_0": 5}, "num_features": 15, "slot_feature_len": 1, "user_feature_len": 5}, "use_intent_probabilities": false}
\ No newline at end of file
+{"py/object": "rasa_core.featurizers.MaxHistoryTrackerFeaturizer", "max_history": 5, "remove_duplicates": true, "state_featurizer": {"py/object": "rasa_core.featurizers.BinarySingleStateFeaturizer", "input_state_map": {"entity_physicist": 3, "intent_birthplace": 0, "intent_goodbye": 1, "intent_greet": 2, "prev_action_deactivate_form": 8, "prev_action_default_fallback": 7, "prev_action_listen": 5, "prev_action_restart": 6, "prev_action_search_birthplace": 12, "prev_action_utter_birthplace": 13, "prev_utter_birthplace": 10, "prev_utter_goodbye": 11, "prev_utter_greet": 9, "slot_physicist_0": 4}, "num_features": 14, "slot_feature_len": 1, "user_feature_len": 4}, "use_intent_probabilities": false}
\ No newline at end of file

example/models/dialogue/policy_metadata.json

@@ -5,16 +5,13 @@
         "physicist"
       ]
     },
-    "utter_greet": {
-      "slots": []
-    },
-    "action_say_birthplace": {
+    "action_utter_birthplace": {
       "slots": []
     },
-    "utter_birthplace": {
+    "utter_goodbye": {
       "slots": []
     },
-    "utter_goodbye": {
+    "utter_greet": {
       "slots": []
     }
   },
@@ -29,5 +26,5 @@
     "rasa_core.policies.memoization.MemoizationPolicy",
     "policy.PhysicistPolicy"
   ],
-  "trained_at": "20181210-164551"
+  "trained_at": "20181211-164313"
 }
\ No newline at end of file

example/models/nlu/default/current/metadata.json

@@ -91,6 +91,6 @@
         }
     ],
     "training_data": "training_data.json",
-    "trained_at": "20181210-164617",
+    "trained_at": "20181211-164323",
     "rasa_nlu_version": "0.14.0a1"
 }
\ No newline at end of file

example/models/nlu/default/current/training_data.json

@@ -17,30 +17,6 @@
         "intent": "goodbye",
         "text": "goodbye"
       },
-      {
-        "intent": "birthplace",
-        "entities": [
-          {
-            "start": 10,
-            "end": 25,
-            "value": "Albert Einstein",
-            "entity": "physicist"
-          }
-        ],
-        "text": "where was Albert Einstein born"
-      },
-      {
-        "intent": "birthplace",
-        "entities": [
-          {
-            "start": 10,
-            "end": 25,
-            "value": "Galileo Galilei",
-            "entity": "physicist"
-          }
-        ],
-        "text": "where was Galileo Galilei born"
-      },
       {
         "intent": "birthplace_action",
         "entities": [

example/nlu.md

@@ -6,10 +6,6 @@
 - bye
 - goodbye
 
-## intent:birthplace
-- where was [Albert Einstein](physicist) born
-- where was [Galileo Galilei](physicist) born
-
 ## intent:birthplace_action
 - born [Albert Einstein](physicist)
 - born [Jules Aarons](physicist)