🐍 Find out how #Python and IRIS #VectorSearch can help with efficient code searches without the need for an #API key using the CodeBERT embedding model to enhance results for specific queries 👇
https://community.intersystems.com/post/semantic-code-search-solution-trakcare-using-iris-vector-search
Learn how to optimize semantic code search with #InterSystemsIRIS!
https://community.intersystems.com/post/semantic-code-search-solution-trakcare-using-iris-vector-search
Learn how to optimize semantic code search with #InterSystemsIRIS!
🤖 Follow this article to discover how #InterSystemsIRIS 2024.1 enhances facial recognition by leveraging #VectorSearch and vector data types for faster, more efficient comparisons 👇
https://community.intersystems.com/post/boosting-facial-recognition-vector-search
It's time to take your #AI project to the next level!
https://community.intersystems.com/post/boosting-facial-recognition-vector-search
It's time to take your #AI project to the next level!
🔍 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!
https://community.intersystems.com/post/vector-search-application-demonstrate-vector-search-and-generative-ai-capabilities
Check out the article and the related app!
🤖 Check out how Banksia Global is using #VectorSearch and #GenAI with #InterSystemsIRIS! This #AI assistant helps assess if an appeal is possible by analyzing insurance contracts and refusal letters, even generating draft appeals👇
https://community.intersystems.com/post/vector-search-genai-intersystems-technologies-banksia-global
Check out the article and the related app!
https://community.intersystems.com/post/vector-search-genai-intersystems-technologies-banksia-global
Check out the article and the related app!
🚀 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
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 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
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
🚀 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!
https://community.intersystems.com/post/building-ai-agents-zero-hero
Start creating smarter, proactive systems today!
🎊 The future of developer support is here, and it is conversational!
Meet the new Developer Community #AI Chat — where you don’t just search for answers, you chat with them.
❓ Need help with #InterSystemsIRIS?
❓ Want to understand an error?
❓ Looking for code examples?
✔️ Just ask and keep the conversation going!
Powered by IRIS #VectorSearch, our built-in AI gives fast, relevant answers from Developer Community, #InterSystemsIRIS docs, and Open Exchange apps.
💬 Give it a try: https://community.intersystems.com/ask-dc-ai
Multilingual support included — ask in your preferred language.
Meet the new Developer Community #AI Chat — where you don’t just search for answers, you chat with them.
❓ Need help with #InterSystemsIRIS?
❓ Want to understand an error?
❓ Looking for code examples?
✔️ Just ask and keep the conversation going!
Powered by IRIS #VectorSearch, our built-in AI gives fast, relevant answers from Developer Community, #InterSystemsIRIS docs, and Open Exchange apps.
💬 Give it a try: https://community.intersystems.com/ask-dc-ai
Multilingual support included — ask in your preferred language.
🚀 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!
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!
🚀 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!
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!
🧑🏫 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?
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?
🧠 #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
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!
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!
📂Learn how to prepare and vectorize your context — the key to accurate, #AI-powered responses. Featuring PDF ingestion and #InterSystemsIRIS integration 👇
https://community.intersystems.com/post/llm-models-and-rag-applications-step-step-part-ii-creating-context
Build smarter #GenAI apps with the right context and #vectorsearch!
https://community.intersystems.com/post/llm-models-and-rag-applications-step-step-part-ii-creating-context
Build smarter #GenAI apps with the right context and #vectorsearch!
🔍 Learn how to generate embeddings, perform #vectorsearch, and inject the perfect context into your #LLM query, all using #InterSystemsIRIS 👇
https://community.intersystems.com/post/llm-models-and-rag-applications-step-step-part-iii-searching-and-injecting-context
Turn questions into precise answers with real #RAG implementation steps!
https://community.intersystems.com/post/llm-models-and-rag-applications-step-step-part-iii-searching-and-injecting-context
Turn questions into precise answers with real #RAG implementation steps!
🧠 At #Ready2025, we shared how #InterSystemsIRIS Interoperability and #SerenityGPT were used to create reusable #RAG and Semantic Search solutions across enterprise knowledge resources, all powered by IRIS #VectorSearch.
Watch this #video to explore:
✅ Lessons learned from integrating large-scale knowledge data with Vector Search.
✅ Best practices for ingestion, #integration, and data cleansing.
✅ How combining InterSystems IRIS and SerenityGPT accelerates enterprise-grade #AI solutions.
https://community.intersystems.com/post/video-using-serenitygpt-build-out-application-genai-middleware-intersystems
See how innovation in #interoperability and #AI is transforming knowledge discovery and operational intelligence!
Watch this #video to explore:
✅ Lessons learned from integrating large-scale knowledge data with Vector Search.
✅ Best practices for ingestion, #integration, and data cleansing.
✅ How combining InterSystems IRIS and SerenityGPT accelerates enterprise-grade #AI solutions.
https://community.intersystems.com/post/video-using-serenitygpt-build-out-application-genai-middleware-intersystems
See how innovation in #interoperability and #AI is transforming knowledge discovery and operational intelligence!
At #Ready2025, we showcased the technical breakthroughs that power next-generation search. This session takes you inside the #InterSystemsIRIS innovations enabling advanced #vectorsearch and #RAG capabilities.
Watch this #video to explore:
✅ The core architectural advances behind high-performance vector and hybrid search.
✅ How these innovations support more accurate, context-aware AI applications.
https://community.intersystems.com/post/video-inside-vector-search-technical-innovations-intersystems-iris
Curious how it all comes together? Dive in and subscribe for deeper insights into the technology shaping the future of intelligent search.
Watch this #video to explore:
✅ The core architectural advances behind high-performance vector and hybrid search.
✅ How these innovations support more accurate, context-aware AI applications.
https://community.intersystems.com/post/video-inside-vector-search-technical-innovations-intersystems-iris
Curious how it all comes together? Dive in and subscribe for deeper insights into the technology shaping the future of intelligent search.
🌍 Meet BAS, an #AI-powered climate action matcher built on #InterSystemsIRIS Vector Search that connects companies with UN-catalogued initiatives, peer actions, and sustainability reports to inspire real change 👇
https://community.intersystems.com/post/iris-vector-search-climate-matching-introducing-bas
Turn climate ambition into concrete corporate action! #VectorSearch
https://community.intersystems.com/post/iris-vector-search-climate-matching-introducing-bas
Turn climate ambition into concrete corporate action! #VectorSearch
At #Ready2026, we explored how Vibra modernized a mission-critical logistics platform with #InterSystemsIRIS, evolving from traditional integration to an AI-ready, cloud-enabled architecture.
Watch this #video to discover:
✅ How Vibra modernized its logistics platform incrementally without a disruptive "big-bang" migration.
✅ How APIs, #cloud services, observability, and AI-ready capabilities support reliable 24/7 operations across a nationwide network.
✅ How #VectorSearch powers fast, scalable, and auditable facial recognition for self-service authentication.
https://community.intersystems.com/post/video-evolution-intersystems-platform-vibra
See how a real-world modernization journey is unlocking innovation while maintaining the reliability that mission-critical operations demand.
Watch this #video to discover:
✅ How Vibra modernized its logistics platform incrementally without a disruptive "big-bang" migration.
✅ How APIs, #cloud services, observability, and AI-ready capabilities support reliable 24/7 operations across a nationwide network.
✅ How #VectorSearch powers fast, scalable, and auditable facial recognition for self-service authentication.
https://community.intersystems.com/post/video-evolution-intersystems-platform-vibra
See how a real-world modernization journey is unlocking innovation while maintaining the reliability that mission-critical operations demand.
At #Ready2026, we explored how AXS Energia (ROCA Group) is combining #GenerativeAI, Vector Search, and #InterSystemsIRIS to transform complex energy data into predictive #intelligence.
Watch this #video to discover:
✅ How the Orion #AI project uses the InterSystems IRIS Data Fabric to unify data from #IoT, SCADA, meteorology, and other sources.
✅ How #VectorSearch and Generative AI power an integrated predictive model for anticipating critical events.
✅ How a data-driven AI architecture can reduce operational costs and improve overall energy performance.
https://community.intersystems.com/post/video-predictive-power-generative-ai-how-axs-unifies-data-and-optimizes-costs-intersystems-iris
See how real-world predictive AI is helping turn complex data into smarter decisions, greater efficiency, and measurable business value.
Watch this #video to discover:
✅ How the Orion #AI project uses the InterSystems IRIS Data Fabric to unify data from #IoT, SCADA, meteorology, and other sources.
✅ How #VectorSearch and Generative AI power an integrated predictive model for anticipating critical events.
✅ How a data-driven AI architecture can reduce operational costs and improve overall energy performance.
https://community.intersystems.com/post/video-predictive-power-generative-ai-how-axs-unifies-data-and-optimizes-costs-intersystems-iris
See how real-world predictive AI is helping turn complex data into smarter decisions, greater efficiency, and measurable business value.