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Article
Muhammad Waseem · Apr 5, 2025

How to Build an Agentic AI RAG Application: A Step-by-Step Guide

Implement Vector Search Functionality Create Vector Search Agent Handoff to Triage (Main Agent) Run The Agent 1.
Article
Robert Cemper · Mar 21, 2024

Left Side Functions in ObjectScript

.) = value The reason to raise that subject is that with IRIS 2024.1 there is after may years a "new kid on this block" $VECTOR() Assigns, returns, and deletes vector data at
Question
Kurro Lopez · Mar 25, 2025

How to tokenize a text using SentenceTransformer?

I'm trying to create an indexed table with an vector field so I can search by the vector value.I've been investigating and found that to get the vector value based on the text (token
Announcement
Benjamin De Boe · Sep 21, 2023

Deprecation of InterSystems IRIS NLP, formerly known as iKnow

Basically, it's possible by using neural network based algorithms calculate vectors for any texts, index them in the database, and search using vector search for any text query.
Article
Filip Kašpar · Nov 10, 2024

Levereging InterSystems IRIS database to quickly find possible resistence genes in DNA

InterSystems IRIS then enables high-speed searching and matching of these vectors, identifying possible resistance genes.
Article
Pietro Di Leo · Oct 6, 2025

Presenting the FHIR Data Explorer: AI-Powered Hybrid Semantic Search & Patient History Generation

The following image provide and example of natural language search: Input vector is compared with the vectorized form of the patient description column, which summarizes all the
Announcement
Anastasia Dyubaylo · Nov 18, 2024

Winners of the InterSystems Tech Video Challenge

using IRIS vector database by @Filip.Kašpar 🥈 2nd place: FHIRworks by @Elise.Swinehart 🥉 3rd place: Mapping a Custom File to SDA by @Andre ⭐️ Community
Article
Alberto Fuentes · Sep 1, 2025

Build a Customer Support AI Agent with smolagents + InterSystems IRIS (SQL, RAG & Interoperability)

KEY=RSQL_embedding) generates a vector on the fly for your query text, which you can compare against stored vectors using operations like `VECTOR_DOT_PRODUCT`.
Announcement
Anastasia Dyubaylo · Sep 18, 2023

Time to vote in the InterSystems Python Programming Contest 2023

Expert Nomination, Top 5 iris-vector by @Dmitry Maslennikov iris-recorder-helper by Alexey Nechaev Face Login by @yurimarx Marx iris-GenLab by @Muhammad Waseem irisapitester by
Announcement
Evgeny Shvarov · Feb 2

Technology Bonuses for InterSystems Full Stack Programming Contest 2026

search of already indexed vectors.
Announcement
Fabiano Sanches · Jan 31, 2024

Developer preview #2 for InterSystems IRIS, IRIS for Health, & HealthShare Health Connect 2024.1

Highlights Many updates and enhancements have been added in 2024.1 and there are also brand-new capabilities, such as Using vectors in ObjectScript, Vector Search (experimental),
Article
Luis Angel Pérez Ramos · Apr 18, 2025

Mini Tip of the Day - Preloading the License into the Docker IRIS Image

With the Community version, this isn't a problem because it already includes Vector Search and vector storage.
Article
Nicole Raimundo · May 15, 2024

DNA Similarity and Classification: An Analysis

This step converts DNA sequences into numerical vectors, facilitating their vector manipulation and computational analysis.
Article
Alberto Fuentes · Sep 16, 2025

Run Your AI Agent with InterSystems IRIS and Local Models using Ollama

Adjust the column size to store vectors in the sample tables (the local model has a different vector size than the original OpenAI one).