I have always struggled with Iterating through a JSON response to pull out certain fields into a Data Class Structure to use to populate fields in a DTL. So I defined the whole structure for the following JSON, with the base structure extending Ens.Response, %XML.Adaptor, and %JSON.Adaptor.

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Hey Community!

We're happy to share a new video from our InterSystems Developers YouTube:

Vector Search Performance @ Ready 2025

https://www.youtube.com/embed/ZcrsyBvKFsw
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The third developer previews of InterSystems IRIS® data platform, InterSystems IRIS® for Health, and HealthShare® Health Connect 2026.1 have been posted to the WRC developer preview site. Containers can be found on our

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Hello!

In my last article, I went through a walkthrough on how you can try deploying InterSystems IRIS Community Edition, or IRIS for Health Community Edition for free on AWS. In this follow up, I will show the same for the next biggest cloud provider, Microsoft Azure.

Like with AWS, Azure also provides a free offering on sign up, although its a bit less generous - you get $200 free credit to spend in the first month. This does mean you can once again try deploying IRIS Community edition for free on Azure, although I do recommend caution to avoid costly bills.

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In Part 1, we laid the technical foundation of MAIS (Multi-Agent Interoperability Systems). We have successfully wired up the 'Brain', built a robust Adapter using LiteLLM, locked down our API keys with IRIS Credentials, and finally cracked the trick code on the Python interoperability puzzle.

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