Is it possible to use multiple LUIS application in single bot services?

0
votes

I have a Azure Bot Service and it is integrated with LUIS application where i have some intents. What I want according to my need i can forward same examples to different intents in LUIS.

But there is limitation that same example can't be there for multiple intents. So i created another application in the LUIS and created the same example but different intent name. Here my problem is i have to connect Single Bot service with two different LUIS application. Can i do it in Azure Bot Services in Node.js??

1
node.jschatbotazure-language-understandingazure-bot-service

1 Answers

2
votes

Yes, it is absolutely possible to make use of multiple LUIS applications in one bot. The dispatch tool helps to determine which LUIS model best matches the user input. The dispatch tool does this by creating a single LUIS app to route user input to the correct model. Also, ensure that you do not have overlapping intents and make use of prediction data from LUIS to determine if your intents are overlapping.

The dispatch model is used in cases when:

  • Your bot consists of multiple modules and you need assistance in routing user's utterances to these modules and evaluate the bot integration.
  • Evaluate the quality of intents classification of a single LUIS model.
  • Create a text classification model from text files.

Refer to this sample, which is an NLP with Dispatch bot dealing with multiple LUIS models and also this documentation that provides more information about using multiple LUIS and QnAMaker models.

Hope this helps!!