Hello Community,

I'm trying to execute the FHIR R4 profile validation and got the below error. How to fix this below error

http://localhost:52773/csp/healthshare/learn1/fhir/r4/Patient/$validate?profile=http://examples.com/fhir/StructureDefinition/aktestpatient|4.0.1

ChatIRIS Health Coach, a GPT-4 based agent that leverages the Health Belief Model as a psychological framework to craft empathetic replies. This article elaborates on the backend architecture and its components, focusing on how InterSystems IRIS supports the system's functionality.

In the previous article, we saw in detail about Connectors, that let user upload their file and get it converted into embeddings and store it to IRIS DB. In this article, we'll explore different retrieval options that IRIS AI Studio offers - Semantic Search, Chat, Recommender and Similarity. 

New Updates  ⛴️ 

• Added installation through Docker. Run `./build.sh` after cloning to get the application & IRIS instance running in your local
• Connect via InterSystems Extension in vsCode - Thanks to @Evgeny Shvarov 
• Added FAQ's in the home page that covers the basic info for new users

Semantic Search

Hi, I was working with %sStream.FileBynary and following the doc when I find an info that I'm not sure of.In the part of the doc where it talks about saving streams, it does not precise where it is saved.I tried to fill my stream, then rewind, then set the file and finally saved.And it puts in my default directory with the temporary name.If I do a zwrite of my stream, I get these properties about the file and directory.(StoreFile) = "zKc2m8v1.stream"(NormalizedDirectory) = "C:\InterSystems\Community\mgr\user\stream\"I figured it was maybe because I used a relative path while using LinkToFile.

ChatIRIS Health Coach, a GPT-4 based agent that leverages the Health Belief Model (Hochbaum, Rosenstock, & Kegels, 1952) as a psychological framework to craft empathetic replies.

DNA Similarity and Classification was developed as a REST API utilizing InterSystems Vector Search technology to investigate genetic similarities and efficiently classify DNA sequences. This is an application that utilizes artificial intelligence techniques, such as machine learning, enhanced by vector search capabilities, to classify genetic families and identify known similar DNAs from an unknown input DNA.

K-mer Analysis: Fundamentals in DNA Sequence Analysis

TL;DR

This article introduces using the langchain framework supported by IRIS for implementing a Q&A chatbot, focusing on Retrieval Augmented Generation (RAG). It explores how IRIS Vector Search within langchain-iris facilitates storage, retrieval, and semantic search of data, enabling precise and up-to-date responses to user queries. Through seamless integration and processes like indexing and retrieval/generation, RAG applications powered by IRIS enable the capabilities of GenAI systems for InterSystems developers.

Hello developers, 

Our project was designed to optimize patient clinical outcomes by reducing hospitalization time and supporting the development of resident and novice physicians. Additionally, it contributes to lowering financial waste in the healthcare system by improving the monitoring of pregnant patients, thereby decreasing risks and enhancing their safety.

Using the most accessible tool, the smartphone, was the obvious choice to make patients' lives easier.

Hi Community,

I'm looking for someone who has already made data ingestion into IRIS (or Caché) from Pentaho Data Integration.

Thanks in advance.

The introduction of InterSystems' "Vector Search" marks a paradigm shift in data processing. This cutting-edge technology employs an embedding model to transform unstructured data, such as text, into structured vectors, resulting in significantly enhanced search capabilities. Inspired by this breakthrough, we've developed a specialized search engine tailored to companies.

We harness generative artificial intelligence to generate comprehensive summaries of these companies, delivering users a powerful and informative tool.

Hi Community,

Here is a brief walkthrough on the capabilities of IRIS AI Studio platform. It covers one complete flow from loading data into IRIS DB as vector embeddings and retrieving information through 4 different channels (search, chat, recommender and similarity). In the latest release, added docker support for local installation and live version to explore. 

Hi,

I use the data functions but don't know what they all do.  Is there a dictionary that explains what each function does?

Thanks,

Lai Pham

Hi guys,

I try to make a test of encryption, decryption of a simple text.

I can crypt my text, but I can't decrypt it, do you see somewhere a dummy error of my part ?

Thanks for help

ClassMethod UnitTest()

{

  set inputPlainText = "David"

  // get private key

  set privKeyFileName = "C:\temp\toto.pem"

  set privobjCharFile = ##class(%Stream.FileCharacter).%New()

  set privobjCharFile.Filename = privKeyFileName

  set privKey = privobjCharFile.Read()

  set Inputbase64 = $SYSTEM.Encryption.Base64Encode(inputPlainText)

  // encrypte text using RSA

I don't have a current project where I am needing to create a new operation that uses SOAP at the moment but as someone who still has some SOAP connections in her Production, I was curious if VSCode had an equivalent to the SOAP Wizard that helped create all of the SOAP classes needed based on the provided WSDL? Does anyone know? Or has this become a manual process? 
Thanks in advance for help curbing my curiosity! 

InterSystems is pleased to announce the general availability of:

• InterSystems IRIS Data Platform 2024.1.0.267.2
• InterSystems IRIS for Health 2024.1.0.267.2
• HealthShare Health Connect 2024.1.0.267.2

This release adds support for the Ubuntu 24.04 operating system.  Ubuntu 24.04 includes Linux kernel 6.8, security improvements, along with installer and user interface improvements.  InterSystems IRIS IntegratedML is not yet available on Ubuntu 24.04.

Additionally, this release addresses two defects for all platforms:

Problem

Do you resonate with this - A capability and impact of a technology being truly discovered when it's packaged in a right way to it's audience. Finest example would be, how the Generative AI took off when ChatGPT was put in the public for easy access and not when Transformers/RAG's capabilities were identified. At least a much higher usage came in, when the audience were empowered to explore the possibilities.  

Motivation

In the previous article, we saw different modules in IRIS AI Studio and how it could help explore GenAI capabilities out of IRIS DB seamlessly, even for a non-technical stakeholder. In this article, we will deep dive into "Connectors" module, the one that enables users to seamlessly load data from local or cloud sources (AWS S3, Airtable, Azure Blob) into IRIS DB as vector embeddings, by also configuring embedding settings like model and dimensions. 

New Updates  ⛴️ 

Hi

How do I view the .int code of a compiled class in VS Code?

I am trying to use gj::Locate and the setup works, the explanation is all fine but when i paste an error from the Error Logs into the gj::locate it firstly tells me that it can't find the .cls and when I paste in the .int reference in the text box where you can specify the class, method, line+offset it replies that it can't find the item.

This is something to do with the objectscript extension rather than gj::locate

Nigel 

Hi, I need to use some pythonic library from cos.
To use them I need a python dict with some python object in it
Ex in python:

obj = pythonObject("value1")
dict = {object : obj  ,key : "value2"}
result = pythonFunc(dict)

Hi Community,

In this article, I will introduce my application iris-image-vector-search.
The image vector retrieval demo uses IRIS Embedded Python and OpenAI CLIP model to convert images into 512 dimensional vector data. Through the new feature of Vector Search, VECTOR-COSINE is used to calculate similarity and display high similarity images.

Application direction of image retrieval  

Image retrieval has important application scenarios in the medical field, and using image retrieval can greatly improve work efficiency. Image retrieval can also be applied in the following fields, such as:

The InterSystems documentation new look is pretty awesome. The integrated pervious release documentation are single page is really useful.

Dark mode and collapse the side bar option is cool!

Hi. In a project I'm involved in I need to connect to a MongoDB database, read some data and store it in some internal table. 

I'm wondering what's the best way to connect to MongoDB, as it seams to me there's no native Intersystems adapter.

Did anyone have handled such a scenario?

Thank you. Best regards 

Davide Cecchetto

Hi,I have a spring-boot Java application which has Quartz Scheduler (spring-boot-quartz-starter) dependency, and uses IRIS DB.There is a problem with making Quartz Scheduler work with IRIS since there is a blob field expected in two tables, but IRIS is using longvarbinary type.Can you provide me with clues on how to resolve this?I am using org.quartz.impl.jdbcjobstore.StdJDBCDelegate driverDelegateClass.This is the error:MisfireHandler: Error handling misfires: Couldn't retrieve trigger: invalid stream header: 41434544org.quartz.JobPersistenceException: Couldn't retrieve trigger: invalid

here is the command I run 

Is there a way to use the %JSON.Adaptor to project readable JSON when a property is defined as a %Integer but with a DISPLAYLIST ? 

Class User.CExampleJSON Extends (%RegisteredObject, %JSON.Adaptor, %XML.Adaptor)
{

Property something As%Integer(DISPLAYLIST = ",OK,Error,Warning", VALUELIST = ",0,1,2") [ InitialExpression = 0 ];ClassMethod RunMe()
{
      set obj = ..%New()
      set obj.something = 2do obj.%JSONExportToString(.string)
      write"JSON : " _ string,!!!

      write"Content  : " _ ..somethingLogicalToDisplay(obj.something),!
}

}

Hi Community,
In this article, I will introduce my application iris-VectorLab along with step by step guide to performing vector operations.

IRIS-VectorLab is a web application that demonstrates the functionality of Vector Search with the help of embedded python. It leverages the functionality of the Python framework SentenceTransformers for state-of-the-art sentence embeddings.

Application Features

Hi all, I need an advice (or a guide):

In an EC2 environment running RHEL, which memory management model makes sense to use. Standard Huge Pages or Transparent Huge Pages?

Hello Community,

I'm trying to load a file by execute this LOAD DATA SQL command in both studio and SQL-SMP I got the below error.

///sample executed queriesClassMethod ExecutedQueries()
{
    /// executed queries - 1
 LOAD DATA FROM FILE 'C:\\FHIRFILE\mycont.csv' COLUMNS ( C_COUNTRY VARCHAR ( 40 ) , C_CODE VARCHAR ( 20 ) ) INTO SAMPLE . COUNTRIES ( COUNTRY , CODE ) VALUES ( C_COUNTRY , C_CODE )
    /// executed queries - 2
LOAD DATA FROM FILE 'C:\FHIRFILE\mycont.csv' INTO SAMPLE . COUNTRIES ( COUNTRY , CODE )
    
}

sample data

Hey Community,

We have more exciting news! The new InterSystems online programming contest dedicated to Generative AI, Vector Search and Machine Learning is starting very soon! 

🏆 InterSystems Vector Search, GenAI and ML Contest 🏆

Duration: April 22 - May 19, 2024

Prize pool: $14,000

Hi Community,

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

👉 Maximize Your Success with InterSystems Support 👈

📅 Date & time: May 21st, 3:30 PM IDT