This article will help developers to create a simple AI application using Microsot LUIS. In the below example, we will be able to create one simple conversation with Microsoft LUIS. (Ex: who are you? ) and LUIS will understand command provided.
People may use various way to find out about one. So we are going to put all those sentences as intents (Ex: Who are you? , what are you? , who. etc.,)
go to https://www.luis.ai/
Click on Create new app
For an example i have given as “hello world”.
Once the app has been created, we need to create intents. There are lot of prebuilt intents available from microsoft that can be used. (Example Music related, Fitness related, places, travel, etc.,)
the intent name is “Who”
this is where we start populating intent sentences for “Who“, i have given four sentences just for an article purpose.
once intents are populated, it is important to click on “Train”. this will be automatically added to the training data. If the train button shows red, then some new intents are not yet added to the model , so it is important the “Train” button shows green
once the data has been trained, you can perform a small testing by providing various commands and monitor the top scoring intent. it should match the intent you have created.
Once the testing is done, proceed to publish tab and push it to production. It generates an URL which contains the key and the subscription id for the app.
This url will be used in the application
Continue to the next article to see the implementation of LUIS in .net