I am creating a bot to help the user search the file based on the name provided and I am using a slot to store the memory of the file name called "SEARCHCONTENT" and I am using the "SEARCH" entity to help the bot identify the different synonyms for the search word. Here is my nlu data to search for the file:
## intent:searchSynonyms
- [search](SEARCH)
- [look for](SEARCH)
- [find](SEARCH)
- [where is](SEARCH)
## intent:file
- file
- file [bills](SEARCHCONTENT)
- [search](SEARCH) file
- [search](SEARCH) file [mouse](SEARCHCONTENT)
- [search](SEARCH) for a file
- [search](SEARCH) for a file [laptops](SEARCHCONTENT)
- [searching](SEARCH) file
- [searching](SEARCH) file [accounting](SEARCHCONTENT)
- [where is](SEARCH) the file
- [where is](SEARCH) the file [order summary](SEARCHCONTENT) located
- [look for](SEARCH) the file
- [look for](SEARCH) the file [degree planner](SEARCHCONTENT)
- [find](SEARCH) file
- [find](SEARCH) file [design report](SEARCHCONTENT)
In the domain file I have specified the slot name that takes 'text' as an input:
slots:
SEARCHCONTENT:
type: text
auto_fill: false
Then I proceed to create my form:
from typing import Any, Text, Dict, List
from rasa_sdk import Action, Tracker
from rasa_sdk.executor import CollectingDispatcher
from rasa_sdk.events import SlotSet
from rasa_sdk.forms import FormAction
class FormActionFileSearch(FormAction):
"""Custom form action to find file"""
def name(self) -> Text:
return "form_action_file_search"
@staticmethod
def required_slots(tracker: "Tracker") -> List[Text]:
return ["SEARCHCONTENT"]
def slot_mappings(self) -> Dict[Text, Any]:
return {"SEARCHCONTENT": self.from_entity(entity="SEARCHCONTENT", intent=["file"])}
def submit(
self,
dispatcher: "CollectingDispatcher",
tracker: "Tracker",
domain: Dict[Text, Any],
) -> List[Dict]:
search_content = tracker.get_slot("SEARCHCONTENT")
dispatcher.utter_message("Searching file " + search_content)
For now, all I am trying to do is to print the file name to check if it is correctly extracting the value from the slot or not.
Then I proceed to the domain.yml file to add the form action name:
forms:
- form_action_file_search
Then I proceed to add the form policy in my config.yml file:
policies:
- name: FormPolicy
Then I proceed to create the story for the file name search:
## file path affirm
* file{"SEARCHCONTENT":"car budget"}
- form_action_file_search
- form{"name": "form_action_file_search"}
- form{"name": null}
- utter_assistance
* affirm
- utter_askAssistance
Then I add all the intents and the actions to the domain.yml file and this is how it looks:
intents:
- file
- affirm
entities:
- SEARCH
- SEARCHCONTENT
slots:
SEARCHCONTENT:
type: text
auto_fill: false
forms:
- form_action_file_search
responses:
utter_assistance:
- text: Is there anything else you need?
utter_askAssistance:
- text: How can I help you?
actions:
- utter_assistance
- utter_askAssistance
When I am running the bot and typing as input "search file account summary" it is giving me the following error:
Can you try changing your slot type to unfeaturized.