Updated bot for Buttons selection of menus

bot/actions.py

@@ -4,50 +4,24 @@
 # See this guide on how to implement these action:
 # https://rasa.com/docs/rasa/core/actions/#custom-actions/
 
-from typing import Any, Text, Dict, List
-from rasa_sdk import Action, Tracker
-from rasa_sdk.executor import CollectingDispatcher
-import spacy
-#
-#
-nlp      = spacy.load('en_core_web_sm')
-
-
-class ActionSubjectCourses(Action):
-     def name(self) -> Text:
-         return "action_subject_courses"
-
-     def run(self, dispatcher: CollectingDispatcher,
-             tracker: Tracker,
-             domain: Dict[Text, Any]) -> List[Dict[Text, Any]]:
-         print('running action_subject_courses')
-         dispatcher.utter_message(template="utter_fetching_data")
-         print(tracker.latest_message.get('entities'))
-         elements = [{"type":"subject_courses","entities":tracker.latest_message.get('entities'), "intent" : "subject_courses"}]
-         dispatcher.utter_message(json_message=elements)
-         #dispatcher.utter_custom_message(*elements)
-         #dispatcher.utter_custom_json(elements)
-         return []
-
-
 
-class FallbackAction(Action):
-   def name(self):
-      return "fallback_action"
+# This is a simple example for a custom action which utters "Hello World!"
 
-   def run(self, dispatcher, tracker, domain):
-      intent_ranking = tracker.latest_message.get('intent_ranking', [])
-      doc = nlp(tracker.latest_message.get('text'))
-      nouns = []
-      adjs  = []
-      for token in doc:
-          if token.pos_ == 'NOUN':
-               nouns.append(token.text)
-          if token.pos_ == 'ADJ':
-               adjs.append(token.text)
-      if len(intent_ranking) > 0 :
-            elements = [{"type":"low_confidence","entities":nouns, "adj":adjs, "intent" : "low_confidence"}]
-            dispatcher.utter_message(json_message=elements)
-      else :
-         elements = [{"type":"low_confidence","entities":nouns, "adj":adjs, "intent" : "low_confidence"}]
-         dispatcher.utter_message(json_message=elements)
+# from typing import Any, Text, Dict, List
+#
+# from rasa_sdk import Action, Tracker
+# from rasa_sdk.executor import CollectingDispatcher
+#
+#
+# class ActionHelloWorld(Action):
+#
+#     def name(self) -> Text:
+#         return "action_hello_world"
+#
+#     def run(self, dispatcher: CollectingDispatcher,
+#             tracker: Tracker,
+#             domain: Dict[Text, Any]) -> List[Dict[Text, Any]]:
+#
+#         dispatcher.utter_message(text="Hello World!")
+#
+#         return []

bot/config.yml

@@ -2,24 +2,25 @@
 # https://rasa.com/docs/rasa/nlu/components/
 language: en
 pipeline:
-- name: "WhitespaceTokenizer"
-- name: "RegexFeaturizer"
-- name: "CRFEntityExtractor"
-- name: "EntitySynonymMapper"
-- name: "CountVectorsFeaturizer"
-- name: "CountVectorsFeaturizer"
-  analyzer: "char_wb"
-  min_ngram: 1
-  max_ngram: 4
-- name: "EmbeddingIntentClassifier"
+  - name: WhitespaceTokenizer
+  - name: RegexFeaturizer
+  - name: LexicalSyntacticFeaturizer
+  - name: CountVectorsFeaturizer
+  - name: CountVectorsFeaturizer
+    analyzer: "char_wb"
+    min_ngram: 1
+    max_ngram: 4
+  - name: DIETClassifier
+    epochs: 100
+  - name: EntitySynonymMapper
+  - name: ResponseSelector
+    epochs: 100
 
 # Configuration for Rasa Core.
 # https://rasa.com/docs/rasa/core/policies/
 policies:
   - name: MemoizationPolicy
-  - name: KerasPolicy
+  - name: TEDPolicy
+    max_history: 5
+    epochs: 100
   - name: MappingPolicy
-  - name: FallbackPolicy
-    nlu_threshold: 0.7
-    core_threshold: 0.5
-    fallback_action_name: "fallback_action"

bot/credentials.yml

@@ -23,10 +23,10 @@ rest:
 
 #mattermost:
 #  url: "https://<mattermost instance>/api/v4"
-#  team: "<mattermost team>"
-#  user: "<bot username>"
-#  pw: "<bot token>"
+#  token: "<bot token>"
 #  webhook_url: "<callback URL>"
 
+# This entry is needed if you are using Rasa X. The entry represents credentials 
+# for the Rasa X "channel", i.e. Talk to your bot and Share with guest testers.
 rasa:
   url: "http://localhost:5002/api"

bot/data/nlu.md

@@ -5,143 +5,94 @@
 - good morning
 - good evening
 - hey there
-- good after noon
-- good evening
-- hi there
-- wassup
-- what's up
-- namaste
-- vanakkam
-
-## intent:how_you
-- how are you
-- how you doing
-- how do you do
-- whats up
-- how is it going
-- how are you today
-- How have you been?
-- whassup
-- What are you up to
+
+##intent: find_and_play_content
+- find and play content
+- Find and play content
+
+##intent: download_update_diska_app
+- download update the DIKSHA mobile app
+- Download/update the DIKSHA mobile app
+
+##intent: other_queries
+- other queries
+- Other Queries
+
+##intent: board_menu
+- Board Menu
+- board menu
+
+##intent: state_board_link
+- tn
+- kr
+- gj
+- up
+
+##intent: cbse
+- CBSE
+- cbse
+
+##intent: state_board
+- State Board
+- state board
+
+##intent: how_to_scan_using_qr_code
+- how to scan using qr code
+- How to scan using qr code
+
+##intent: not_able_to_login
+- not able to login
+- Not able to login
+
+##intent: other
+- other
+- Other
 
 ## intent:goodbye
 - bye
 - goodbye
 - see you around
 - see you later
 
+## intent:affirm
+- yes
+- indeed
+- of course
+- that sounds good
+- correct
+
+## intent:deny
+- no
+- never
+- I don't think so
+- don't like that
+- no way
+- not really
+
+## intent:mood_great
+- perfect
+- very good
+- great
+- amazing
+- wonderful
+- I am feeling very good
+- I am great
+- I'm good
+
+## intent:mood_unhappy
+- sad
+- very sad
+- unhappy
+- bad
+- very bad
+- awful
+- terrible
+- not very good
+- extremely sad
+- so sad
+
 ## intent:bot_challenge
 - are you a bot?
 - are you a human?
 - am I talking to a bot?
 - am I talking to a human?
-- who are you?
-- who am i talking to
-- what is your name
-- tell me your name
-- who is this?
-- tell me about yourself
-
-## intent:worksheet
-- about worksheet
-- tell me about worksheet for a course
-- what does worksheet do
-- What is a worksheet for
-- What is a worksheet?
-- what are worksheets for?
-- i need to know about worksheet
-- how can a worksheet help me?
-- what can a worksheet do for me?
-- Explain me about worksheet
-- How does a worksheet work?
-
-## intent:course_mentor
-- what is a course mentor?
-- who is course mentor
-- course mentor
-- who is mentor
-- tell me about mentor for a course
-- what do course mentors do
-- what is a mentor for
-- what are mentors for?
-- i need to know about mentors
-- how can a course mentor help me?
-- what can a mentor do for me?
-
-## intent:flag_reviewer
-- what is a flag reviewer?
-- who is flag reviewer
-- flag reviewer
-- who is flag reviewer
-- tell me about reviewer for flag
-- what do flag reviewer do
-- what is a reviewer for
-- what are flag reviewers for?
-- i need to know about flag reviewers
-- how can a flag reviewer help me?
-- what can a flag reviewer do for me?
-
-## intent:language_support
-- How many languages does Diksha support?
-- Does Diksha support [hindi](medium)?
-- Can I learn in [hindi](medium) language?
-- I want to learn in [hindi](medium). Is it possible in this?
-- is there content in [kannada](medium)?
-- i want content in [english](medium)
-- in which languages content is there
-- what language do you support
-- do you support [marathi](medium) language
-- do you support [urdu](medium) medium
-
-## intent:content_customization
-- Can we make the content specific to an organisation?
-- Can we have private content for an organisation?
-- Is there a way we can make the contents private for an organisation?
-- can we customize the content for us?
-- can we have customized content for our company?
-- can we have our own content base?
-- can we have separate content repository?
-- i want to create content for my organisation
-- i need content specific to our organisation
-- i need content specific to our company
-- can we get tailored content for us?
-- customize content for us
-- customized content
-
-## intent:author_credit
-- How can I give credits to the authors?
-- Can I see who are the authors?
-- How can I add the names of authors in the content?
-- Is there a way to give credits to the content authors?
-- add author name to content
-- add author credit
-- how to add name to credits
-- how can i add my name as author
-- content author adding
-- process to add name in credits as author
-- process to add name in author credit
-- i am author to book, how can i add my name in credit
-- add author to material
-- add name in credit of content
-
-## intent:content_suggestions
-- I want to learn [CBSE](board) content
-- I'm a student from [Maharashtra](board) and want to learn from home
-- Do you have any content from [Karnataka](board) state board
-- Show me class [one](grade) content from [Tamil Nadu](board)
-- Please show [second](grade) standard content
-- I want to do [maths](subject) revision
-- I want to learn [fourth](grade) standard [physics](subject)
-
-## lookup:board
-data/boards.txt
-
-## lookup:grade
-data/grades.txt
-
-## lookup:subject
-data/subjects.txt
-
-## lookup:medium
-data/mediums.txt
-