#Generative AI (GenAI)

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Generative AI refers to algorithms and models in artificial intelligence that are capable of generating new data or content that is similar to existing data. These models are trained on large datasets and learn to generate new examples that mimic the patterns and characteristics of the original data.

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Announcement John Murray · Apr 14

Introducing gj :: servAI - a VS Code extension to help you use MCP servers targeting IRIS

Over the past year there have been a few DC articles offering MCP servers designed to connect to IRIS and help the AI features of VS Code and its cousins do a better job. For example:

#InterSystems IRIS #Artificial Intelligence (AI) #Development Environment #Generative AI (GenAI) #George James Software #Large Language Model (LLM) #VSCode
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Announcement Anastasia Dyubaylo · Sep 24, 2025

New Hands-On Tutorial: RAG using InterSystems IRIS Vector Search

Hi Community,

We’re excited to share a brand-new Instruqt tutorial: 

🧑‍🏫 RAG using InterSystems IRIS Vector Search

This hands-on lab walks you through building a Retrieval Augmented Generation (RAG) AI chatbot powered by InterSystems IRIS Vector Search. You’ll see how vector search can be leveraged to deliver up-to-date and accurate responses, combining the strengths of IRIS with generative AI.

✨ Why try it?

#InterSystems IRIS #Generative AI (GenAI) #Tutorial #Vector Search
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Announcement Tomo Okuyama · Aug 28, 2025

[Demo Video] Autonomous Business intelligent Clerk (ABiC) - Combining InterSystems BI and Generative AI

#InterSystems Demo Games entry

⏯️ Autonomous Business Intelligent Clerk (ABiC) - Combining InterSystems BI and Generative AI

Our Autonomous Business Intelligent Clerk, or ABiC for short, is a prototype revolutionizing how companies process data and make decisions. Normally, to get insights from data, you’d need IT knowledge or expertise in statistics. But with ABiC, that’s no longer necessary. All you have to do is ask your question in plain language. ABiC understands your interests and intentions, then shows a clear dashboard to guide your decisions. With ABiC, complex data is autonomously analyzed and turned into answers that support users, helping to accelerate business processes. This demo sends the metadata of InterSystems BI cubes to LLM. How does it work? Check out the video for more details!

Presenters:
🗣 @Tomo Okuyama, Sales Engineer, InterSystems
🗣 @Nobuyuki Hata, Sales Engineer, InterSystems
🗣 @Tomoko Furuzono, Sales Engineer, InterSystems
🗣 @Mihoko Iijima, Training Sales Engineer, InterSystems

#InterSystems IRIS BI (DeepSee) #Artificial Intelligence (AI) #Generative AI (GenAI) #InterSystems Demo Games #Video
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Announcement Brad Nissenbaum · Jul 14, 2025

[Demo Video] Care Compass – InterSystems IRIS powered RAG AI assistant for Care Managers

#InterSystems Demo Games entry

⏯️ Care Compass – InterSystems IRIS powered RAG AI assistant for Care Managers

Care Compass is a prototype AI assistant that helps caseworkers prioritize clients by analyzing clinical and social data. Using Retrieval Augmented Generation (RAG) and large language models, it generates narrative risk summaries, calculates dynamic risk scores, and recommends next steps. The goal is to reduce preventable ER visits and support early, informed interventions.

Presenters:
🗣 @Brad Nissenbaum, Sales Engineer, InterSystems
🗣 @Andrew Wardly, Sales Engineer, InterSystems
🗣 @Fan Ji, Solution Developer, InterSystems
🗣 @Lynn Wu, Sales Engineer, InterSystems

#InterSystems IRIS #InterSystems IRIS for Health #Artificial Intelligence (AI) #ChatGPT #Generative AI (GenAI) #InterSystems Demo Games #Vector Search #Video
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Announcement Anastasia Dyubaylo · Feb 27, 2025

InterSystems AI Programming Contest: Vector Search, GenAI and AI Agents

Hey Community,

It's time for the first programming contest of the year, and there's a surprise so read on! Please welcome:

🏆 InterSystems AI Programming Contest: Vector Search, GenAI, and AI Agents 🏆

Duration: March 17 - April 6, 2025

Prize pool: $12,000 + a chance to be invited to the Global Summit 2025!


#InterSystems IRIS #IRIS contest #Artificial Intelligence (AI) #Contest #Events #Generative AI (GenAI) #Vector Search
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Announcement Anastasia Dyubaylo · Mar 25, 2025

[Video] Building and Deploying React Frontend for the InterSystems FHIR server in 20 minutes with Lovable AI

Hi Community,

Check out this new video that shows how to build the UI for InterSystems FHIR server from scratch using AI with no previous frontend experience:

📺 Building and Deploying React Frontend for the InterSystems FHIR server in 20 minutes with Lovable AI

🗣 Presenter: @Evgeny Shvarov, Senior Manager of Developer and Startup Programs, InterSystems

#InterSystems IRIS for Health #FHIR #Generative AI (GenAI) #React #Video
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Announcement Evgeny Shvarov · Mar 17, 2025

Technology Bonuses for the InterSystems AI Contest: Vector Search, GenAI and AI Agents

Hi Developers!

Here're the technology bonuses for the InterSystems AI Programming Contest: Vector Search, GenAI and AI Agents that will give you extra points in the voting:

  • Agent AI solution - 5
  • Vector Search usage - 4
  • Embedded Python - 3
  • LLM AI or LangChain usage: Chat GPT, Bard, and others - 3
  • IntegratedML usage - 3
  • Docker container usage - 2 
  • ZPM Package deployment - 2
  • Online Demo - 2
  • Implement InterSystems Community Idea - 4
  • Find a bug in Vector Search, or Integrated ML, or Embedded Python - 2
  • First Article on Developer Community - 2
  • Second Article On DC - 1
  • First Time Contribution - 3
  • Video on YouTube - 3
  • Suggest a new idea - 1

See the details below.<--break-><--break->

#IRIS contest #Artificial Intelligence (AI) #Contest #Generative AI (GenAI)
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Announcement Ikram Shah · May 18, 2024

[Video] IRIS AI Studio: A detailed Functionality & Code Walkthrough

Hi Community,

This is a detailed, candid walkthrough of the IRIS AI Studio platform. I speak out loud on my thoughts while trying different examples, some of which fail to deliver expected results -  which I believe is a need for such a platform to explore different models, configurations and limitations. This will be helpful if you're interested in how to build 'Chat with PDF' or data recommendation systems using IRIS DB and LLM models.

#InterSystems IRIS #InterSystems IRIS for Health #Artificial Intelligence (AI) #ChatGPT #Frontend #Generative AI (GenAI) #SQL #Studio #Video
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Announcement Ronnie Hershkovitz · Feb 18, 2025

[Hebrew Webinar]: GenAI + RAG - Leveraging InterSystems IRIS as your Vector DB

Hi Community,

We're pleased to invite you to the upcoming webinar in Hebrew:

👉 Hebrew Webinar: GenAI + RAG - Leveraging Intersystems IRIS as your Vector DB👈

📅 Date & time: February 26th, 3:00 PM IDT


#InterSystems IRIS #InterSystems IRIS for Health #Documentation #ChatGPT #Events #Generative AI (GenAI) #Large Language Model (LLM) #Python #Vector Search #Webinar
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Announcement Anastasia Dyubaylo · Jan 6, 2025

[Webinar] 2025 Data Management: Technology Trends & Predictions

Hi Community,

We're excited to invite you to the webinar 2025 Data Management: Technology Trends & Predictions.

Join this webinar for an engaging and insightful tech talk on the latest trends in data management technology in the UK and Ireland.

⏱ Date & Time: Thursday, January 23, 10:30 AM GMT

👨‍🏫 Speakers: 

  • Andy Hayler, Practice Leader, Bloor Research
  • @Mike Fuller, Regional Director of Marketing, InterSystems UK&I

2025 Tech Talk Tech Trends & Predictions.png

#Other #Artificial Intelligence (AI) #Cloud #Events #Generative AI (GenAI) #Interoperability #Webinar
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