Wrapping up the LUIS DevOps series by deploying the language model to QA and Production: provisioning LUIS resources, importing and training the model, and publishing it automatically from the pipeline.
A detailed look at the Pull Request and Build stages of a LUIS DevOps pipeline: importing, training, testing, and comparing a language model’s performance against its previous version.
The Azure resources, solution files, and test types (unit, performance, regression) behind a LUIS DevOps pipeline, plus a primer on Azure DevOps YAML pipeline structure.
Kicking off a DevOps for LUIS series by looking at the author workflow: how a language model is built in the LUIS portal and exported for developers to bring into source control.