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Creating LUIS JSON model file

Once you have created individual .lu files you can parse them all to a LUIS JSON model using this command:

> bf luis:convert --in <folder with .lu files> --out <outputfolder> --name <luisAppName> --culture <luisAppCulture>]

This will parse all .lu files found and will create ONE LUIS JSON model.

If you would like to create multiple luis apps, then you can add a root.lu file that holds reference to other relevant .lu files and parse it like this:

> bf luis:convert --in <root_file.lu> [--out <outputFolder> --name <luisAppName> --culture <luisAppCulture>]

This will parse all .lu files referenced in the root_file.lu and output ONE LUIS JSON model.

Creating a New LUIS App

using command line

You can use the new LUIS JSON file to create a new LUIS application using this command.

bf luis:application:import --in _LUISApp.json --authoringKey "" --endpoint ""

Note: If you are using CLI command, you might see the option to provide a versionId, application name directly in the LUIS CLI. You can also provide this information directly in the .lu file format. Version information specified as arguments to CLI command will override any information in the .lu file.

using LUIS portal

  • Navigate to LUIS
  • Sign in
  • Click on My apps
  • "Import new App"
  • Choose file -> select the _LUISApp.json generated by bf luis:convert command

Refresh command

After you have bootstrapped and created your LUIS model and / or QnAMaker knowledge base, you might make subsequent refinements to your models directly from luis.ai. You can use the convert command to re-generate .lu files from your LUIS JSON and / or QnAMaker JSON files.

bf luis:convert --in <LUISJsonFile>

Exporting LUIS model (for bf luis:convert)

Using CLI

bf luis:version:export --appId <string> --versionId <string> --authoringKey <key>

using LUIS portal

  • Navigate to LUIS
  • Sign in
  • Click on My apps
  • Find the app you wish to download, click "..." -> Export app