Extract multiple entities from one user sentence

Rasa Open Source
1

HI All, I am trying to make a demo project, which involves searching for an entity from searchbar. So the search statement can contain 2 entities :

  1. The page type to search in.
  2. The particular entity i have to search in that page.

So i have following training data :
show [clients](page:Client) [sampleName](clientName)

open [clients](page:Client) [sampleName](clientName)

and variations of it like display,load,take me to and so on.

Now my question is how can i provide these training data from where it can extract 2 entities ? Also the clientName can be any user defined name, so it can have infinitely many ways to be filled in.

2

HI @surajhes. Happy to help. Could you provide me an unlabelled input sentence so I can understand better what you are trying to achieve?

3

HI Juste, So lets say i have a Webpage named Clients.

Now i will invoke to load this page from query like load clients/show clients/show all clients and so on. So in this case, its basically loading the list of all clients (paginated to display 10/20 per page). Now lets say i want to open a particular client like i can say load client xyz. Now xyz is name of the client and what i intent to do is, it should navigate to properties of this client.So i need to extract the name of the client. So this name can be any combination with or without correct meaning. How do i extract these names?Also, like clients page, we can have various pages like jobs, users etc. Same logic applies to them as well.

4

Did you get solution for multiple entity from one sentance