I need help on creating a domain specific form that creates a search filter based on users input and sends a request to an API and I have a question
Suppose the form asks the user to enter a country name, I can fill a bunch of entities with synonyms and such for the country names to fill the slot but if the user makes a typo that isn’t registered as a synonym, is it possible to pass the user’s input into a custom built classifier to predict the correct Entity?
Like for example:
Form: University Search Country: from_entity
Bot: Which country would you like to study in? User: grrmany (typo for Germany)
grrmany isn’t a registered entity, so the user’s last message gets sent to a classifier and predicts that the user meant Germany
Bot: Did you mean Germany? User: Yes
And the slot gets filled with what the classifier predicts if the user says yes.
I just want to know if something like this is possible to implement.