This repository provides practical guidance and applied recommendations for implementing GenAIOps using Azure services. While it does not aim to be an exhaustive or prescriptive guide, it presents a structured set of best practices and how-to resources tailored to typical scenarios encountered when developing GenAI applications on Azure. The content supports both newcomers and experienced teams refining their practices.

Highlights

• Learn how to bootstrap your project
• Provision resources with Infrastructure as Code
• Easy-to-configure and extend templates
• Leverage Azure AI Foundry

Concepts

Explore this set of articles to navigate and implement GenAIOps smoothly. These resources clarify the repository structure, Git workflow, and reference architecture, providing a strong foundation for successful execution.

1. Repository Structure
2. Git Workflow and Pipelines
3. Reference Architecture
4. Project Templates
5. GenAIOps Team Roles

Labs & How-to

The following step-by-step guides are the hands-on exercises for the GenAIOps Workshop. They are designed to be completed during the workshop but can also be used independently as practical implementation guides.

Pre-work (Must be completed before the workshop begins):

• Bootstrapping a New Project

Workshop Labs:

1. From Idea to Prototype
2. Building Your GenAI App
3. Evaluating Your App Responses
4. Automating Deployment with CI/CD

Contributing

This project welcomes contributions and suggestions. Most contributions require you to agree to a Contributor License Agreement (CLA) declaring that you have the right to, and actually do, grant us the rights to use your contribution. For details, visit https://cla.opensource.microsoft.com.

When you submit a pull request, a CLA bot will automatically determine whether you need to provide a CLA and decorate the PR appropriately (e.g., status check, comment). Simply follow the instructions provided by the bot. You will only need to do this once across all repos using our CLA.

This project has adopted the Microsoft Open Source Code of Conduct. For more information see the Code of Conduct FAQ or contact [email protected] with any additional questions or comments.

Trademarks

This project may contain trademarks or logos for projects, products, or services. Authorized use of Microsoft trademarks or logos is subject to and must follow Microsoft's Trademark & Brand Guidelines. Use of Microsoft trademarks or logos in modified versions of this project must not cause confusion or imply Microsoft sponsorship. Any use of third-party trademarks or logos are subject to those third-party's policies.