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NLU CI/CD with NLUClean Azure Pipelines task

For CI/CD, you often want to import, test, and then delete an NLU model. To delete the NLU model you set up for testing in a CI environment:

- task: NLUClean@0
  inputs:
    service: luis

See the endpoint configuration documentation for LUIS and Lex for more information on required and optional pipeline variables to set for the NLUClean task.

Inputs to consider when using the NLUClean task:

Inputs

service

Specifies the NLU provider to use when deleting the model. Works for luis, luisV3 and lex.

includePath

(Optional) Path to custom NLU provider DLL. See documentation about Specifying the include path for more details.

workingDirectory

(Optional) Specifies the working directory to use when running the clean command. This task only works if you have previously used the NLUTrain task from the same working directory. Defaults to the Azure DevOps default working directory (i.e., the root directory of the repository).

nupkgPath

(Optional) Specifies the folder containing a .nupkg for dotnet-nlu to install from. When not specified, dotnet-nlu is installed from the default NuGet repository.

toolVersion

(Optional) Specifies the version of dotnet-nlu to install from the default NuGet repository. You cannot specify both the nupkgPath input and toolVersion.

toolPath

(Optional) Specifies the --tool-path option to use when installing dotnet-nlu. If not provided, the default tool path will be $(Agent.TempDirectory)/.dotnet.