List of all intents and entities (training data) as API

Rasa Open Source
1

I am migrating my app from LUIS to RASA. Apart from the output API LUis has another api for Lists of all the intents and the entities.

can you tell me if I want the list of intents and entities as api. How to do that???

Luis will have something Like that in training data:

  "luis_schema_version": "2.1.0",
  "versionId": "0.1",
  "name": "Test_LUIS",
  "desc": "",
  "culture": "en-us",
  "intents": [
    {
      "name": "Greet"
    },
    {
      "name": "Abc"
    },
    {
      "name": "Xyz"
    },
    {
      "name": "Weather"
    },
    {
      "name": "None"
    },
  ],
  "entities": [
    {
      "name": "Location",
      "roles": []
    },
    {
      "name": "Weather",
      "roles": []
    }

This is just an example for you to understand.

It will give the similar list of intents and entities as api also. I want that.

2

Hi @Kavita, did you already read our migration guide?? Let me know if this helps you.

3

Hey @EPedrotti, I have read the migration guide. Nothing is there about that API. I have created a flask app and used luis’s training data to generate the API I want.

4

I am not sure what you are asking. Do you want to know if Rasa offers an api to get all the intents?

5

@EPedrotti Yes. A list of all entities and intents.

1 Like
6

Hi @Kavita,

You can do so, by using below code snippet.

from rasa.core.domain import Domain
domain =  Domain.load("domain.yml")
print('All intent ',domain.intents)
print('All entities ',domain.entities)

Likewise you can access all other information also…:smiley:

7

How to get the same from a trained model? What odes domain.yml represent. It gives a list of intents and entities not relevant to what i trained on.

8

Was there ever any answer to this? It is very useful to be able to extract this information from the model, and quite frustrating that it is not a bit easier to do so.

9

It looks like you’re looking for the /domain endpoint within the Rasa API. This contains lists of intents, entities, slots, responses and actions:

https://rasa.com/docs/rasa/pages/http-api#operation/getDomain

You just need to make sure you run Rasa with --enable-api if using Rasa Open Source, and add the /core prefix to the URL if using Rasa X (e.g. http://my-rasa-x/core/domain).