Exposing and consuming Azure ML as MCP tool to AI Agents via APIM

[ejones18]

Purpose

• Showcases the integration of bespoke machine learning models trained and deployed on Azure Machine Learning with AI Agents within Microsoft Foundry via APIM.

Does this introduce a breaking change?

[ ] Yes
[X] No

Pull Request Type

What kind of change does this Pull Request introduce?

[ ] Bugfix
[X] Feature
[ ] Code style update (formatting, local variables)
[ ] Refactoring (no functional changes, no api changes)
[ ] Documentation content changes
[ ] Other... Please describe:

How to Test

• Get the code,

• Run the lab code,

• Tidy up resources - charges will be run-up if not deleted.

Other Information

• The ML model used in this lab is a stock forecasting model, trained in Azure ML using the automated ML feature - this leads to a larger requirements file than if the model was trained otherwise.