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Hey Community,

Enjoy the new video on InterSystems Developers YouTube:

Operations & Scalability with InterSystems IRIS - From Zero to Hero @ Ready 2025

https://www.youtube.com/embed/SDj8Ge59uJo
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Introduction

In my previous article, I introduced the FHIR Data Explorer, a proof-of-concept application that connects InterSystems IRIS, Python, and Ollama to enable semantic search and visualization over healthcare data in FHIR format, a project currently participating in the InterSystems External Language Contest.

In this follow-up, we’ll see how I integrated Ollama for generating patient history summaries directly from structured FHIR data stored in IRIS, using lightweight local language models (LLMs) such as Llama 3.2:1B or Gemma 2:2B.

The goal was to build a completely local AI pipeline that can extract, format, and narrate patient histories while keeping data private and under full control.

All patient data used in this demo comes from FHIR bundles, which were parsed and loaded into IRIS via the IRIStool module. This approach makes it straightforward to query, transform, and vectorize healthcare data using familiar pandas operations in Python. If you’re curious about how I built this integration, check out my previous article Building a FHIR Vector Repository with InterSystems IRIS and Python through the IRIStool module.

Both IRIStool and FHIR Data Explorer are available on the InterSystems Open Exchange — and part of my contest submissions. If you find them useful, please consider voting for them!

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Thank you community for translating an earlier article into Portuguese.
Am returning the favor with a new release of Pattern Match Workbench demo app.

Added support for Portuguese.

The labels, buttons, feedback messages and help-text for user interface are updated.

Pattern Descriptions can be requested for the new language.

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Hi, Community!

🔎Find out how you can simplify your document storage and queries with InterSystems IRIS® Cloud Document!

Getting Started with InterSystems IRIS Cloud Document

https://www.youtube.com/embed/X0yrD2iTTZM?utm_source=youtube&utm_medium=social&utm_campaign=X0yrD2iTTZM
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I need to read first six characters from the filename we process in healthconnect, then need to insert these six characters in MSH-6 in the same HL7 message. (please note each file can have multiple HL7 messages with multiple MSH segments)

Is something can be done when first process the file, then insert first characters MSH-6?

Please advice if this is an easy fix.

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Hey Community,

Enjoy the new video on InterSystems Developers YouTube:

The Evolution of AI: Embracing Agency @ Ready 2025

https://www.youtube.com/embed/qzntnVGSMsU
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Article
· May 2, 2025 1m read
Reviews on Open Exchange - #51

If one of your packages on OEX receives a review you get notified by OEX only of YOUR own package.
The rating reflects the experience of the reviewer with the status found at the time of review.
It is kind of a snapshot and might have changed meanwhile.
Reviews by other members of the community are marked by * in the last column.

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Hi everyone,
I'm getting prepared to take the following certification exam: "InterSystems IRIS Development Professional".

Can you give some advice on how to prepare (aside from the official course page: https://www.intersystems.com/certifications/intersystems-iris-development-professional/ )?
Do you have examples of quiz questions that simulate the real exam or any material that helped you getting prepared?

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As a developer who uses Cache as DB for a couple of projects, I'm using REST API's every time, knowing how to consume a resource from REST API, in my opinion, it's crucial to know how to consume external REST Api's using %Net.HttpRequest because it enables integration with modern web applications and services, and it's a crucial skill for a backend developer who loves and uses Cache as a DB.

What and who is %Net.HttpRequest

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Question
· Oct 24, 2025
FHIR in IRIS 4 health

Hi,

We have some concerns on how to implement FHIR, do we do facade?, how do we get resources?, what is a resource?, is a resource "Patient" or an instance of a patient?, How can we have a FHIR repository AND send the patient details to healthshare MPI?

Has anyone correctly created a FHIR server that has custom methods?, handles "normal" methods and forwards onto Healthshare MPI , processing the response and creates a accurate FHIR response back to the calling system.

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Hi Community!

We are excited to announce the new French technical article writing contest!

✍️ Technical Article Contest ✍️

This is the perfect opportunity for all InterSystems technology enthusiasts to share their knowledge and showcase their writing skills. No matter your experience level, everyone is welcome to participate. Articles can cover a wide range of topics, from technical implementation to your impressions and feedback on using InterSystems products or services. So let your creativity and expertise run wild!

📅 Contest period: September 15 - November 30, 2025 (extended!)

🎁 Gifts for all: a special gift is prepared for each participant!

🏅 Prizes for the authors of the best articles

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Studio's Find In Files finds nothing if CLS routines are included. The error is WIDE CHAR. After using ##class(%Studio.Project).FindInFiles programmatically and then ZW after the same error I strongly suspect that CodeWalkopdatecopyopt in EnsLib.InteropTools.HL7.Cloverleaf.Parser.cls is to blame. I cannot even open this class, unlike other classes from EnsLib.InteropTools.HL7.

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#InterSystems Demo Games entry


⏯️ Introducing InterSystems Go tHE DIStance

InterSystems Go tHE DIStance is a next-generation care management solution aimed at helping health plans address rising unmanaged healthcare costs and declining quality ratings, particularly in chronic condition management like diabetes. The platform integrates rich, real-time clinical data (rather than relying solely on delayed claims data) into interactive views that can track HEDIS performance, identify care gaps, and support targeted, personalized outreach through built-in communication tools. Care managers can access a unified clinical record, engagement history, and recommended next actions to improve both individual patient outcomes and broader population health.

Presenters:
🗣 @Jess Jowdy, Manager of Healthcare Sales Engineering, InterSystems
🗣 @Jimmy Carney, Team Lead of Emerging Markets & SMB Sales Engineering, InterSystems
🗣 @Clayton Lewis, Senior Technical Specialist, InterSystems

https://www.youtube.com/embed/j54iH6UVW8g
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Hi Community,

Watch this video to learn how to leverage available mechanisms to simplify mirroring for HealthShare Health Connect:

HealthShare Health Connect Mirroring Simplified @ Global Summit 2024

https://www.youtube.com/embed/tnAkjN-olLU
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Question
· May 1, 2025
Embedded Python query

Hi Guys,

How can I use this same objectscript principle in embedded python to get the value of each field in my loop?

s sql="SELECT ID, Name, Age FROM Sample.Person WHERE Age="_Myage

Set RS=##class(%ResultSet).%New()

Set Ret=RS.Prepare(sql)

Set Ret=RS.Execute()

While RS.Next()

{

Set name=RS.GetData(2)

}

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Hi Developers!

Consider I have a persistent class derived from %Persistent and I want it to be derived from %JSON.Adaptor to enjoy all the JSON features.

Can I do it programmatically?

So, it'd be wonderful to have a method in some util class that makes it happen? Something like:

Do ClassUtil.AddAncestor("MyPackage.MyPersistentClass","%JSON.Adaptor")

Any ideas?

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