使用 GitHub Actions 将 DevOps 应用于 LUIS 应用开发Apply DevOps to LUIS app development using GitHub Actions
请转到 LUIS DevOps 模板存储库，以获取针对 LUIS 实现 DevOps 和软件工程最佳做法的完整解决方案。Go to the LUIS DevOps template repo for a complete solution that implements DevOps and software engineering best practices for LUIS. 可以使用此模板存储库创建自己的存储库，其中对于通过 LUIS 为自己的项目实现源代码管理、自动生成、测试和发布管理的 CI/CD 工作流和做法提供内置支持。You can use this template repo to create your own repository with built-in support for CI/CD workflows and practices that enable source control, automated builds, testing, and release management with LUIS for your own project.
LUIS DevOps 模板存储库The LUIS DevOps template repo
LUIS DevOps 模板存储库演练如何执行以下操作：The LUIS DevOps template repo walks through how to:
- 克隆模板存储库 - 将模板复制到自己的 GitHub 存储库。Clone the template repo - Copy the template to your own GitHub repository.
- 配置 LUIS 资源 - 在 Azure 中创建 LUIS 创作和预测资源，这些资源将由持续集成工作流使用。Configure LUIS resources - Create the LUIS authoring and prediction resources in Azure that will be used by the continuous integration workflows.
- 配置 CI/CD 工作流 - 配置 CI/CD 工作流的参数并将它们存储在 GitHub 机密中。Configure the CI/CD workflows - Configure parameters for the CI/CD workflows and store them in GitHub Secrets.
- 演练“开发内部循环” - 开发人员在开发分支中工作时对示例 LUIS 应用进行更新，测试更新，然后引发拉取请求来提议更改并寻求审批。Walks through the "dev inner loop" - The developer makes updates to a sample LUIS app while working in a development branch, tests the updates and then raises a pull request to propose changes and to seek review approval.
- 执行 CI/CD 工作流 - 使用 GitHub Actions 执行持续集成工作流以生成和测试 LUIS 应用。Execute CI/CD workflows - Execute continuous integration workflows to build and test a LUIS app using GitHub Actions.
- 执行自动测试 - 执行 LUIS 应用的自动批处理测试以评估应用的质量。Perform automated testing - Perform automated batch testing for a LUIS app to evaluate the quality of the app.
- 部署 LUIS 应用 - 执行持续交付 (CD) 作业以发布 LUIS 应用。Deploy the LUIS app - Execute a continuous delivery (CD) job to publish the LUIS app.
- 将存储库用于自己的项目 - 说明如何将存储库用于自己的 LUIS 应用程序。Use the repo with your own project - Explains how to use the repo with your own LUIS application.
后续步骤Next steps
- 使用 LUIS DevOps 模板存储库将 DevOps 应用于自己的项目。Use the LUIS DevOps template repo to apply DevOps with your own project.
- LUIS 的源代码管理和分支策略Source control and branch strategies for LUIS
- LUIS DevOps 测试Testing for LUIS DevOps
- LUIS DevOps 的自动化工作流Automation workflows for LUIS DevOps