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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🧬 Unlock the power of DNA analysis with #machinelearning! Discover a #RESTAPI that uses #InterSystemsIRIS Vector Search can classify genetic sequences and identify similarities efficiently👇

https://community.intersystems.com/post/dna-similarity-and-classification-analysis

Learn more about this cutting-edge #AI application today!
🚀 Big update: Developer Community #AI is now a full chat experience!
No more one-shot replies. Now you can ask follow-up questions, debug step by step, and refine your prompts — DC AI retains the context like a real teammate.

Powered by InterSystems IRIS #VectorSearch
Answers from Developer Community, #InterSystemsIRIS docs, Open Exchange
Multilingual support — it speaks your language

👉 Try it now: https://community.intersystems.com/ask-dc-ai
📺 What if your #AI didn’t just write, but decided, acted, and improved its own output? In the latest episode of the Code to Care series, Don Woodlock dives into #agenticAI and a practical look at how #LLMs in a loop can generate, critique, and refine their work autonomously 👇

https://community.intersystems.com/post/video-agentic-ai-action-building-decision-making-loop-llms

Watch and share your tricks: how are you using LLMs beyond writing prompts?
🧠 Explore RAG capabilities with IRIS #AI Studio! Dive into advanced retrieval options like Semantic Search, #ChatGPT, Recommender, and Similarity on top of #InterSystemsRIS DB vector embeddings👇

https://community.intersystems.com/post/iris-ai-studio-playground-explore-rag-capabilities-top-iris-db-vector-embeddings

Check out the latest updates!
🌐 Want to share your local #InterSystemsIRIS instance with teammates instantly? Use #ngrok to expose it securely! It's perfect for hackathons, #testing, and remote collaboration 👇

https://community.intersystems.com/post/no-more-local-limits-exposing-intersystems-iris-ngrok

Learn how to boost teamwork without compromising #security!
📺 Watch this #video to tune in for the discussion of the structured approach to accelerating innovation within the company, emphasizing culture, process, and execution using #InterSystemsIRIS technologies 👇

https://community.intersystems.com/post/video-idea-impact-intersystems-approach

Take your knowledge to the next level!
👩‍💻 The InterSystems Developer Tools Contest is ON! Build a tool that helps devs write better code, test smarter, or deploy faster with #InterSystemsIRIS!

💡 What will you create:
🔹 A monitoring dashboard?
🔹 A testing framework?
🔹 A code quality assistant?

Submit your open-source project by July 27 to win a share of $12,000 💸

🔗 Join now: https://community.intersystems.com/post/intersystems-developer-tools-contest-2025
⚙️ Using Apache with #InterSystemsIRIS or #FHIR? Learn how to test and optimize your #WebGateway setup for maximum performance, especially with IRIS 2023.3 and higher 👇

https://community.intersystems.com/post/optimizing-performance-apache-web-server-and-web-gateway

Learn how to real-world InterSystems deployments! #Apache
🤖 What if you could have a conversation with #AI, right inside Developer Community? Now you can!

Developer Community AI Chat lets you ask questions, clarify, dive deeper, and explore InterSystems tech step by step.
It maintains the context, allowing for a genuine, continuous exchange.

Based on Developer Community, #InterSystemsIRIS docs, and Open Exchange
Powered by InterSystems IRIS #VectorSearch
Works in multiple languages

💬 Try it now: https://community.intersystems.com/ask-dc-ai
🎤 Explore how #OpenAI integrates with #InterSystemsIRIS to convert text to audio and analyze moods! Learn how to create custom voice files and let them “read” your feelings👇

https://community.intersystems.com/post/open-ai-integration-iris-his-master-voice%E2%80%99s-%E2%80%93-are-you-angry

Dive into the future of voice and mood analysis in business operations!
🚀 Be the First to Try What’s Next from InterSystems

Join our Early Access Programs (EAPs) to explore upcoming features before their official release, and help influence their direction!

By participating, you’ll get to:
Test new functionality
Share feedback with product teams
Contribute to future development

Some of the exciting programs now open:
🤖 AI copilots to streamline HL7 transformations and DTL debugging
💾 Faster, interruption-free online backups
🔐 Improved OAuth2 configuration & data security tools

👉 Sign up today and get early insight into what’s next: https://community.intersystems.com/post/intersystems-early-access-programs-eaps
🆕 New to #InterSystemsIRIS but fluent in #SQL? This guide is your shortcut to understanding what makes IRIS stand out from traditional #databases like Oracle or #PostgreSQL 👇

https://community.intersystems.com/post/introduction-iris-sql-developers-and-dbas

Discover IRIS features that surprise even veteran DBAs! #HighAvailability
🏁 Just a few days left! The primary submission period of the InterSystems Developer Tools Contest closes on July 27.

Still time to polish your project and upload your tool to improve #IRIS dev experience.

🏆 $12,000 in prizes
📢 Global community recognition

Join now ➡️ https://community.intersystems.com/post/intersystems-developer-tools-contest-2025
📊 Unlock the power of #columnarstorage in #InterSystemsIRIS! Learn how to set it up in classes for faster query processing and data retrieval👇

https://community.intersystems.com/post/how-set-columnar-storage-classes

Master the art of optimizing data access with this #tutorial!
Watch the first #video in a new series "Rarified Air" presented by John Paladino to learn about the growing importance of #cybersecurity in organizations, the need for basic security practices, such as multi-factor authentication, which are still underutilized across many businesses.

Security here is presented as a shared responsibility that extends beyond the IT department, requiring organization-wide training and awareness. Just like maintaining personal health, securing an organization requires continuous effort and self-assessment 👇

https://community.intersystems.com/post/video-securing-digital-front-door
📈 Read the article to explore how the #InterSystemsIRIS Data Platform empowers architects to scale both user and data volume - vertically and horizontally - with flexibility and performance in mind.

👥 Thousands of users?
📊 Terabytes of data?
IRIS handles both efficiently.

🔗 Read the full article to learn about vertical scaling, sharding, application servers, and real-world deployment strategies: https://community.intersystems.com/post/massive-scalability-intersystems-iris-data-platform
🔧 Tired of manually digging through the Application Error #Log? Learn how to build a custom table-valued function (TVF) in #InterSystemsIRIS ObjectScript to simplify error tracking with #SQL 👇

https://community.intersystems.com/post/table-valued-function-example-querying-application-error-log

Query multiple days of errors — cleanly, efficiently, and your way!
🧑‍💻 Got a technical question at 2 AM? The Developer Community AI is always awake — and now, it chats!

You can now have a real-time conversation with our AI Chatbot:
ask questions, clarify details, and go step by step — just like you would with a fellow developer.

It’s powered by InterSystems IRIS Vector Search, and it pulls knowledge from:
Developer Community posts
InterSystems IRIS documentation
Open Exchange apps

🌐 Multilingual support included — ask in your language.

💬 Start chatting now: https://community.intersystems.com/ask-dc-ai
🚀 Learn how to design autonomous, scalable #AI agents using #Python that combine reasoning, #vectorsearch, and tool integration with #LangGraph👇

https://community.intersystems.com/post/building-ai-agents-zero-hero

Start creating smarter, proactive systems today!
📺 Watch this #video to learn how to set up and work with the #nterSystemsIRIS Java External Language Gateway 👇

https://community.intersystems.com/post/video-iris-external-language-gateway-java-edition

Want to learn something new? Watch the video and subscribe for more!