Question on detecting anything entered as a search query as an intent

Rasa Open Source
1

Hi, I am trying create to bot which takes in a search query from user and then this search query is send to backend service to retrieve the search results, lastly these search results are presented to the user. Essentially the user can type in anything as a search query, this needs to be detected as an intent and then this utterance is used to query backend. No fix set of utterances can be added to train the model as user can type in anything as a search query.

2

pls post your file

4

@gerrycheung here are the contents of relevant files stories.yml

stories:
- story: FAQ Search + Don't need more help with FAQ 
  steps:
  - intent: greet
  - action: action_greet_message
  - intent: enter_intent
  - action: action_get_faq

actions.py

class ActionGreetMessage(Action):
    def name(self) -> Text:
        return "action_greet_message"

    def run(self, dispatcher: CollectingDispatcher,
            tracker: Tracker,
            domain: Dict[Text, Any]) -> List[Dict[Text, Any]]:
        dispatcher.utter_message(text="Hi! I'm your Assistant. Just ask me a question and I'll try to find an answer.")
        
class ActionGetFaq(Action):
    def name(self) -> Text:
        return "action_get_faq"

    def run(self, dispatcher: CollectingDispatcher,
            tracker: Tracker,
            domain: Dict[Text, Any]) -> List[Dict[Text, Any]]:
        user_input=tracker.latest_message['text']    
        # call to search service passing in 'user_input', display results provided by search service back to user

        return[]

nlu.yml

nlu:
- intent: greet
  examples: |
    - hey
    - hello
    - hi
    - hello there
    - good morning

- intent: enter_intent
  examples: |
    - can you name some restaurants?
    - name some hotels
    - what is the best time to visit Argentina?
    - what is the weather in Seattle?
    - list some cheap restaurants
    - is food good in Mexico?
    - what is sunset time?
5

@dshelke thank you