InterSystemsDev
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https://community.intersystems.com/

We’re InterSystems Developers. Specialize in Data Platforms: InterSystems IRIS, Caché, Ensemble, HealthShare & Docker. Follow us to be in touch what happens on InterSystems Developer Community.
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🚀 New #tutorial alert! We just launched a free hands-on #Instruqt tutorial: RAG using #InterSystemsIRIS Vector Search.

In this lab, you’ll:
Build a Retrieval Augmented Generation (#RAG) chatbot
Learn how IRIS #VectorSearch powers accurate & up-to-date #AI responses
Gain practical, step-by-step experience combining Vector Search + #GenAI

https://play.instruqt.com/embed/intersystems/tracks/iris-vector-search?token=em_qN1o8JoexIbVXonM

Start the tutorial today and level up your AI dev skills!
🔐 Confused by nested roles in #InterSystemsIRIS? Here’s a simple way to recursively unwrap roles and trace inherited permissions, perfect for audits or #debugging access 👇

https://community.intersystems.com/post/unwrap-roles-recursively

Understand exactly where your permissions come from! #Authentication
📺 Watch this #video to learn what it really means to be customer-centric. Explore how #AI can enhance human connection, not replace it, and why staying human is the key to #innovation 👇

https://community.intersystems.com/post/video-leading-empathy-human-side-customer-centricity

Enjoy!
📺 At #Ready2025, we explored how timeless design principles shape technology and data platforms that truly last.

Watch this #video to learn:
Why great design must be simple, resilient, adaptable, and innovation-ready.
How real-world examples show the impact of thoughtful design.
How these principles are embedded in #InterSystemsIRIS, enabling it to store and process any type of data, support advanced #analytics and #AI, and deliver #interoperability and scalability without compromising #performance.

https://community.intersystems.com/post/video-intersystems-different-design

Design matters at every level of technology!
👩‍💻 The InterSystems External Languages Contest is well underway!

What can you build when IRIS meets your favorite language?
🔹 A #Python-powered analytics app?
🔹 A #Java integration service?
🔹 A #dotNET library that extends IRIS?
🔹 A Node.js web portal?

Submit your open-source project by Oct 5 for a chance to win part of the $12,000 prize pool 💸

🔗 Details: https://community.intersystems.com/post/intersystems-external-languages-contest-net-java-python-javascript
🚀 New #tutorial alert! We just launched a free hands-on #Instruqt tutorial: RAG using #InterSystemsIRIS Vector Search.

In this lab, you’ll:
Build a Retrieval Augmented Generation (#RAG) chatbot
Learn how IRIS #VectorSearch powers accurate & up-to-date #AI responses
Gain practical, step-by-step experience combining Vector Search + #GenAI

https://play.instruqt.com/embed/intersystems/tracks/iris-vector-search?token=em_qN1o8JoexIbVXonM

Start the tutorial today and level up your AI dev skills!
🐍 Curious about running #InterSystemsIRIS directly from Python? Learn how to get started with IRIS Native #Python: from setup to first queries 👇

https://community.intersystems.com/post/iris-native-python

Bridge the gap between Python power and IRIS performance!
📂Want to simplify data import/export in #InterSystemsIRIS? Read this article to learn how to use Record Mapper to map #CSV/text files into production messages and back again 👇

https://community.intersystems.com/post/intersystems-dummies-%E2%80%93-record-map

Learn how to boost your #interoperability setup!
🧑‍🏫 New free #tutorial for developers is out - RAG using #InterSystemsIRIS Vector Search!

This is a hands-on guide to building a #GenAI chatbot based on #VectorSearch technology that delivers reliable and accurate answers 👇

https://play.instruqt.com/embed/intersystems/tracks/iris-vector-search?token=em_qN1o8JoexIbVXonM

What’s the coolest thing you’ve built with #RAG so far?
🐍 Learn how Python can enable interoperability in #InterSystemsIRIS for Health. This beginner's guide introduces Interoperability in #Python (IoP), an experimental framework that enables the creation of business services, processes, and operations 👇
https://community.intersystems.com/post/introduction-interoperability-python-iop

Learn how to set up IoP and create your first scalable Python-based #interoperability components!
📺 Watch this #video to explore both the opportunities and challenges of #AI, with a focus on #healthcare applications, such as ambient clinical intelligence, which demonstrates early yet meaningful progress in transforming clinical practice 👇

https://community.intersystems.com/post/video-lightbulb-understanding-first-phase-ai-revolution-medicine

Enjoy!
🌐 Want to prepare your #healthcare systems for #FHIR without migrating all your data? Learn how to set up the #InterSystemsIRIS FHIR server and implement a FHIR façade to provide modern #APIs on top of legacy systems 👇

https://community.intersystems.com/post/intersystems-fhir-server-customization-and-facade

Ensure seamless healthcare #interoperability with IRIS for Health + FHIR!
⚙️ Starting with #InterSystemsIRIS 2024.2, Python isn’t bundled by default. Learn how to configure the new Flexible #Python Runtime for embedded scripting in your IRIS setup 👇

https://community.intersystems.com/post/configuration-flexible-python-runtime-feature-iris-20242

Get your custom Python environment running smoothly with IRIS!
🎉 The results are in! Meet the winners of the InterSystems External Languages Contest 👏

Thanks to everyone who participated and voted: your creativity is showing the world the power of combining #InterSystemsIRIS with Python, Java, JavaScript, and .NET!

🏅 See the top projects: https://community.intersystems.com/post/winners-intersystems-net-java-python-and-javascript-contest
🧠 Dive deeper into global traversal, typecasting, and calling class methods directly from #Python — the #ObjectScript way, in Python style 👇

https://community.intersystems.com/post/iris-native-python-part-2

Get your master data handling between #nterSystemsIRIS and Python with precision!
📺 At #Ready2025, we took a closer look at what it really takes to bring AI to healthcare.

Watch this #video to discover:
How platforms like #HealthShare and the new #IntelliCare EHR are advancing trusted #health data.
Why accurate identity matching with an Enterprise Master Person Index (EMPI) is critical for reliable #AI outcomes.
How InterSystems’ EMPI uses #machinelearning, probabilistic algorithms, and referential data to resolve identity discrepancies and unify fragmented patient records.
Why meaningful data integration is the foundation of AI-powered #healthcare.

https://community.intersystems.com/post/video-road-ai-healthcare

Use your data to pave the way for effective, patient-ready AI!
🔄 Tired of untracked schema changes? Manage your #InterSystemsIRIS database structure with #Liquibase, now fully supported via the open-source liquibase-iris extension 👇

https://community.intersystems.com/post/control-iris-database-schema-changes-liquibase

Bring your data into #DevOps pipelines with confidence and control!
🔄 Want the best of both - ObjectScript and #Python? Learn how to embed Python inside your #InterSystemsIRIS classes and unlock seamless cross-language development 👇

https://community.intersystems.com/post/embedded-python-intersystems-iris

Boost your IRIS projects with Python power — fully integrated!
🔧 At #Ready2025, we explored how clinical engineering powers the backbone of modern #healthcare, maintaining, managing, and integrating thousands of devices across complex health systems.

Discover how innovation is transforming the field:
Automation and #dataintegration are becoming vital as staff shortages rise and tech complexity grows.
Middleware solutions are driving real-time data routing, smarter alarm management, and scalable long-term storage.
Lessons from #COVID accelerated the shift toward efficient, connected, and automated device ecosystems.
From infusion pumps to ICU ventilators, the future of #biomedical and #healthtech relies on data-driven clinical engineering 👇

https://community.intersystems.com/post/video-customer-innovations

Learn how technology is redefining reliability in patient care.
🧠 #InterSystemsIRIS 2024 brings #vector types to #SQL! Learn how to harness SQLEmbeddings for similarity search, clustering, and more, right in your #database 👇

https://community.intersystems.com/post/unleashing-power-vector-search-sql-embedding

Unlock powerful new search and #AI features with just #SQL! #VectorSearch
🧠 Curious about #LLMs and RAG? Learn how #vectorsearch, context injection, and #InterSystemsIRIS come together in real-world #genAI applications 👇

https://community.intersystems.com/post/llm-models-and-rag-applications-step-step-part-i-introduction

Start building smart, contextual #AI with this step-by-step guide!