actions.py

API_URL = "https://cricapi.com/api/"
API_KEY = ""

class ApiAction(Action):
	def name(self):
		return "action_match_news"

	def run(self, dispatcher, tracker, domain):
		res = requests.get(API_URL + "matches" + "?apikey=" + API_KEY)
		if res.status_code == 200:
			data = res.json()["matches"]
			recent_match = data[0]
			upcoming_match = data[1]
			upcoming_match["date"] = datetime.strptime(upcoming_match["date"], "%Y-%m-%dT%H:%M:%S.%fZ")
			next_date = upcoming_match["date"].strftime("%d %B %Y")

			out_message = "Here some IPL quick info:\n1.The match between {} and {} was recently held and {} won.".format(recent_match["team-1"], recent_match["team-2"], recent_match["winner_team"])

			dispatcher.utter_message(out_message)

			out_message = "2.The next match is {} vs {} on {}".format(upcoming_match["team-1"], upcoming_match["team-2"], next_date)

			dispatcher.utter_message(out_message)

		return []

chatbot_conversation.txt

Me: Hi

Iplbot: Hey! How may I help you?

Me: What was the result of the last match?

Iplbot: Here are some IPL quick info:
1.The match between Rajasthan Royals and Delhi Capitals was recently held and Delhi Capitals won.
2.The next match is Warriors vs Titans on 22 April 2019

Iplbot: Did that help you?

Me: yes, thank you!

Iplbot: Glad that I could help! :)

intent_extraction.py

{
'intent': {
'name': 'current_matches',
'confidence': 0.6657130383645372
},
'entities': [],
'intent_ranking': [{
'name': 'current_matches',
'confidence': 0.6657130383645372
}, {
'name': 'goodbye',
'confidence': 0.11589267701634796
}, {
'name': 'affirm',
'confidence': 0.06372593552204527
}, {
'name': 'thanks',
'confidence': 0.0623182164883462
}, {
'name': 'deny',
'confidence': 0.05938353524001583
}, {
'name': 'greet',
'confidence': 0.03296659736870796
}],
'text': 'what is happening in the cricket world these days?'
}

nlu_data

## intent:current_matches
- which cricket match is happening right now 
- which ipl match is next 
- which teams are playing next in ipl 
- tell me some ipl news 
- i want ipl updates 
- what are the latest match updates 
- who won the last ipl match 
- how is ipl going 
- what was the result of the last match 
- when is the next match

policies.yml

policies:
  - name: KerasPolicy
    epochs: 100
    max_history: 5
  - name: FallbackPolicy
    fallback_action_name: 'action_default_fallback'
  - name: MemoizationPolicy
    max_history: 5

sample_conversation.txt

Me: Hi 
Iplbot: Hey! How may I help you?
Me: What was the result of the last match?
Iplbot: Here are some IPL quick info: 
1.The match between Rajasthan Royals and Delhi Capitals was recently held and Delhi Capitals won. 
2.The next match is Warriors vs Titans on 22 April 2019 
Iplbot: Did that help you?
Me: yes, thank you! 
Iplbot: Glad that I could help! 🙂

stories

## news path 1
* greet
  - utter_greet
* current_matches
  - action_match_news
  - utter_did_that_help
* affirm or thanks
  - utter_gratitude
* goodbye
  - utter_goodbye

stories_complete

## news path 1
* greet
  - utter_greet
* current_matches
  - action_match_news
  - utter_did_that_help
* affirm or thanks
  - utter_gratitude
* goodbye
  - utter_goodbye

## news path 2
* current_matches
  - action_match_news
  - utter_did_that_help
* affirm or thanks
  - utter_gratitude
* goodbye
  - utter_goodbye

## news path 3
* greet
  - utter_greet
* current_matches
  - action_match_news
  - utter_did_that_help
* deny
  - utter_ask_again
* current_matches
  - action_match_news
  - utter_did_that_help
* affirm or thanks
  - utter_gratitude
* goodbye
  - utter_goodbye

## greet path
* greet
  - utter_greet

## goodbye path
* goodbye
  - utter_goodbye