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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📢 Celebrate the Pearl Jubilee of the InterSystems Contest with us! Create a solution utilizing #InterSystemsIRIS alongside #GenerativeAI, Vector Search, or Machine Learning techniques.

💰 14K as prizes
🗓️ 04/22-05/19
❣️https://community.intersystems.com/post/intersystems-genai-and-ml-contest

Countless possibilities lie ahead, and the competition offers the gateway to your triumph! #AI #ML
📢 Celebrate the Pearl Jubilee of the InterSystems Contest with us! Create a solution utilizing #InterSystemsIRIS alongside #GenerativeAI, Vector Search, or Machine Learning techniques.

💰 14K as prizes
🗓️ 04/22-05/19
❣️ https://community.intersystems.com/post/intersystems-genai-and-ml-contest

Countless possibilities lie ahead, and the competition offers the gateway to your triumph! #AI #ML
🎉 Let's celebrate and offer congratulations to the brilliant minds behind the winning submissions in the InterSystems Vector Search, #GenAI and ML Contest! 🌟 Your remarkable innovation and unwavering dedication pave the path to the future of technology.

Check out the winners here 👇
https://community.intersystems.com/post/winners-genai-and-ml-contest

#AI #ML #GenerativeAI
🧑‍🏫 Dive into the world of #GenerativeAI with the brand-new InterSystems Learning Path!

Learn about the fundamentals, best practices, prompt engineering techniques, and how to prepare your data for #AI. Discover #InterSystemsIRIS vector search and ensure safe, responsible AI use 👇

https://community.intersystems.com/post/brand-new-learning-path-getting-started-generative-ai

Start your journey today!
🤖 Watch this #video to get an overview of InterSystems principles for using #GenerativeAI, including:

- Establishing trust through transparency
- Augmenting human #intelligence
- Guarding #privacy
- Avoiding bias Use #AI responsibly!

https://community.intersystems.com/post/video-using-generative-ai-responsibly
📺 Watch this #video to start developing a #GenerativeAI application and learn how you can make it as effective as possible 👇

https://community.intersystems.com/post/video-planning-your-generative-ai-project
Have fun!
🚀 Curious about how massive #AI models like #GPT are trained? In the latest Code To Care #video, we dive deep into the fascinating world of AI training. We’ll explore the pre-training process that companies like OpenAI and Google use, covering:

👉 Next-word prediction
👉 Masked sentence prediction
👉 Next-sentence prediction

Discover how AI learns the structure of human language with real-world examples. Watch now and get a clearer understanding of how #GenerativeAI works behind the scenes!

https://community.intersystems.com/post/video-pre-training-first-step-genai-model-training

Unlock the Secrets Behind AI Training! #AI #MachineLearning #GenerativeAI #Python #DataScience
📽️ Watch this #video to explore how to prioritize #GenerativeAI use cases using a simple 2x2 framework that evaluates value (high/low) and risk (high/low). Inspired by Peter Durlach from Microsoft Nuance, the #model helps identify which projects to tackle first 👇

https://community.intersystems.com/post/use-cases-generative-ai

Make the most informed decision possible based on the data you have!
🤖 Want to run a local #LLM with #InterSystemsIRIS and keep your data securely on-prem? Learn how to orchestrate #GenerativeAI with Embedded #Python in a lightweight setup 👇

https://community.intersystems.com/post/orchestrating-local-llm-iris-interoperability

Unlock the power of #AI experimentation without cloud dependencies!
📹 Watch this #video to learn how #dataquality impacts both traditional #MachineLearning and #GenerativeAI models, and learn how normalization, patient matching, and retrieval-augmented generation enhance responses 👇

https://community.intersystems.com/post/video-your-data-ready-ai

Get the most out of your data!
📺 Watch this #video to learn the importance of #data normalization, patient matching, and adherence to national #standards in both traditional #machinelearning and #generativeAI applications 👇

https://community.intersystems.com/post/video-role-data-and-interoperability-effective-ai-healthcare

Enjoy!
🤖 Curious about how #GenerativeAI works? Dive into how these models generate text, images, and more by learning patterns from data. It's a game-changer in making #AI accessible to everyone with just a simple prompt 👇

https://community.intersystems.com/post/overview-generative-ai-part1

Start exploring the magic behind Generative AI today!
🚀 Explore the power of #GenerativeAI & Vector Embedding with #InterSystemsIRIS AI Studio! This tool makes it easy for non-technical users to experiment with #AI and vector DB capabilities without heavy coding👇

https://community.intersystems.com/post/iris-ai-studio-playground-explore-generative-ai-vector-embedding-capabilities

Check out this solution - no coding required!
🔍 Dive into the world of #VectorSearch and #GenerativeAI with #InterSystemsIRIS VectorLab! This web app lets you perform vector operations, from text-to-embedding translation to advanced vector searches, all powered by #embeddedPython👇

https://community.intersystems.com/post/vector-search-application-demonstrate-vector-search-and-generative-ai-capabilities

Check out the article and the related app!
⏯️ Automatic bug fixing with #GenerativeAI is one of the most promising, yet challenging, use cases in software development. This #video explores the complexities of this task and highlights how benchmarks like SWE-bench are helping evaluate whether #AI-generated fixes truly work by testing them against both existing and new automated tests 👇

https://community.intersystems.com/post/video-can-ai-fix-bugs-evaluating-progress-and-challenges

Is automated #bug fixing the next big step for generative AI in #software engineering?
📺 Watch this #video to explore how #GenerativeAI is changing medicine and science, from easing the burden on #healthcare professionals to unlocking new possibilities in biology, molecular modeling, and drug discovery 👇

https://community.intersystems.com/post/video-words-molecules-how-ai-transforming-medicine-and-beyond

Discover how AI is rewriting the future of healthcare and science!
At #Ready2025, we explored how InterSystems Data Studio (IDS) is transforming how organizations interact with data, bringing together information from relational databases, files, PDFs, Salesforce, SAP, and more into a single unified platform for smarter decision-making.

Watch this #video to discover:
How IDS now includes an embedded #GenerativeAI powered Assistant for natural language queries and insights.
How executives, analysts, and clinicians can explore data, uncover trends, and automate tasks with ease.
How teams can create customized Assistants with unique personalities and domain-specific knowledge, all protected by robust access controls.

https://community.intersystems.com/post/video-generative-ai-intersystems-data-studio

Empower everyone in your organization to make data-driven decisions securely, intuitively, and intelligently!
📺 Watch this #video to explore how #GenerativeAI can meaningfully support everyday work without replacing your voice or creativity, giving practical, real-world ways #AI can help: from summarizing research and refining recommendations to preparing presentations and brainstorming new ideas 👇

https://community.intersystems.com/post/video-using-genai-real-life-daily-use-cases-work

Integrate AI into your workflow thoughtfully and productively!