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LLM QuickStart

Example codebase to match Dev Community Article

C
Chris Stewart
AI
0.0 (0)10 Dec, 2024 167

IRIS_ISTIO

Common IKO Deployments (used with Istio Service Mesh in Article)

A
Ariel Glikman
0.0 (0)10 Dec, 2024 114

InterSystems Ideas Waiting to be Implemented

RPMShare - Database solution for remote patient monitoring (RPM) datasets of high density vitals

Why Currently, patient home monitoring is a megatrend, promising to reduce readmission, and emergency visits and globally add years of health. Owing to US 21st Century act and Reimbursement Schedule from Medicare (up to 54 USD per month per patient) US market is flooded with RPM companies (over 100 for sure) providing primary physicians and hospitals the possibility to collect data from patients' homes, including blood pressure, blood sugar, weight, heart rate, and others. Most companies collect and store the data in free formats, creating an "unholy mess" of data, which has a very limited chance to be ever reused. The hospital only gets insights from single patient results as a dashboard concentrating on cases showing vitals going out of normal range. While research by scientific groups and several advanced companies shows that even data of medium accuracy could predict adverse events like heart failure weeks before happening. A project which is able to provide a federated environment for these new types of data, allowing patients and hospitals truly own data, connecting it to classic EHR, and making data readily available for AI/ML, a project like this is poised to conquer the US maket, with other markets following the trend. Who RPM Companies collecting the data will love the solution which will transfer the data from devices using FHIR, provide full security and compliance, and will include a multitude of routine functions for data analysis, and even data representation. They will stop creating hundreds of repositories of similar software code and concentrate on patient success. Hospitals will be able to have their own structured and standardized silos of data, they will have a chance to change RPM providers, and have a history of patient vitals. They will have EHR data and RPM data connected. Dashboards could be integrated into existing EMRs much easier and finally, they will be precious sources of integrated data for research. Patients will be able to reuse their data, have it analyzed by leading health tech companies, and enrich their vitals with even more data from wearables and other devices. Researchers will be able to analyze the data in the same cloud as it is stored, and by anonymizing datasets, with integrated EMR and RPM data, they could potentially assemble unprecedented volumes of data. AI/ML-ready datasets will boost the predictive power of digital health in only a few years from the first implementations of data collection. How HealthShare is already able to store and receive data in FHIR format, minor additions for hl7 standards are to be implemented and accepted by the community. In a way, RPMshare is a mini-version of HealthShare, if designed using an interoperability framework it could even have universal connection standards for existing devices. A secret sauce could be made from the integration of InterSystems solutions in anonymization and the IntegratedML package with RPMshare. To create immediate value and populate cloud service a consortium or partnership with existing RPM companies could be developed, where they will receive benefits of instrumentation and standardization and InterSystems will populate hundreds of thousands of years of observations (assuming companies already have tens of thousands of clients). In simple words, it is an Uber for RPM data.

D
by Dmitry Alexeev

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iris-python-lookup-table-utils

IRIS Python Lookup Table Utils (pylotaut is a simple CRUD API)

J
Johannes Heinzl
Docker
Python
5.0 (1)01 Dec, 2024 368

iris-graphql-demo

Example of using GraphQL with InterSystems IRIS with Graphene, S

A
Alberto Fuentes
5.0 (1)27 Nov, 2024 252

workshop-iris-oauth2

Using OAuth2 framework in InterSystems IRIS. Learn how to act as Client, Authentication Server or Resource Server.

A
Alberto Fuentes
Docker
4.8 (3)22 Nov, 2024 1.3k

iris-presto-sample

Sample for iris-presto package (using IRIS and PrestoDB )

Yuri Marx
5.0 (1)17 Nov, 2024 326

recomendacao-filmes-intersystems

Example of using Vector Search for movie recommendations

D
Davi Massaru Teixeira Muta
5.0 (1)16 Nov, 2024 149

irisChatGPT

Application uses LangChain framework which is built around LLMs

Muhammad Waseem
Docker
Python
IPM
AI
4.0 (1)12 Nov, 2024 1.7k 12

DNA sequence Gene finder

Find certain genes in DNA sequences

F
Filip Kašpar
AI
ML
ML
0.0 (0)10 Nov, 2024 103

FHIRValidation

Test cases validating FHIR payload against custom FHIR IG on InterSystems IRIS FHIR Server

L
Lin Zhu
4.5 (1)10 Oct, 2024 291

workshop-llm

Python application to demo RAG application using IRIS vector DB

Luis Angel Pérez Ramos
AI
4.0 (1)08 Oct, 2024 336

db-management-tool

This project is a web-based database management tool

A
Andrii Mishchenko
Docker
IPM
3.0 (1)29 Sep, 2024 339

VectorSearchOnPatientSimilarity

A Patient similarity comparison demo running on IRIS for Health

L
Lin Zhu
4.5 (1)23 Sep, 2024 179

iris-api-interface-generator

An app to generate interfaces to query APIs

A
Alex Alcivar
5.0 (1)22 Sep, 2024 1.2k

Utils

Various code snippets for InterSystems IRIS

E
Eduard Lebedyuk
Docker
IPM
5.0 (1)29 Aug, 2024 541 29

First-Vector-Search-on-IRIS

Play Vector Search with only one IRIS class file.

Seisuke Nakahashi
5.0 (1)16 Aug, 2024 218

objectscript-package-example

ObjectScript Package example with simplified folder structure

Evgeny Shvarov
Docker
IPM
5.0 (1)12 Aug, 2024 710 45

IRIS RAG App

Iris python first experience django template

A
Alex Alcivar
Docker
Python
AI
ML
ML
4.5 (1)06 Aug, 2024 1.6k

iris-RAG-Gen

RAG Personal ChatGPT app leverages IRIS Vector Search func.

Muhammad Waseem
Docker
Python
IPM
AI
5.0 (1)31 Jul, 2024 500 1

Game Of Throne Analytics

Game of Throne deaths analytics

Evgeny Shvarov
Docker
IPM
4.3 (2)19 Jul, 2024 588 7

samples-bi-demo

Demo of InterSystems IRIS BI cubes, pivots and dashboards in DSW

Evgeny Shvarov
Docker
IPM
4.5 (1)14 Jun, 2024 458 14

Metrics example

Simple example of collating database and license metrics

D
David Underhill
Docker
3.5 (2)10 Jun, 2024 273

iris-pkcs7-util

An util to create CMS/pkcs7 object

G
Guillaume Rongier
Docker
Python
IPM
3.5 (1)27 May, 2024 246 7

iris-health-coach

LLM Health Coach using InterSystems Vector DB

Z
Zacchaeus Chok
IPM
AI
ML
ML
4.5 (1)18 May, 2024 387 9

companies-search

Find a company based on Glassdoor with Vector Search and GPT.

L
Lucas Fernandes
Docker
Python
IPM
AI
5.0 (1)17 May, 2024 541 2

iris-VectorLab

The application demonstrates the functionality of Vector Search.

Muhammad Waseem
Docker
Python
IPM
AI
5.0 (1)15 May, 2024 373 19

BG-AppealAI

Appeals against insurance company denials

Katsiaryna Shaustruk
Docker
IPM
AI
4.0 (1)15 May, 2024 646 2

iris-image-vector-search

Using IRIS vector search to achieve image retrieval

s
shan yue
Docker
Python
IPM
4.5 (1)15 May, 2024 302 1

AutoML Churn Predict Showroom

InterSystems IRIS AutoML Showroom

Yuri Marx
Docker
IPM
ML
ML
5.0 (1)12 May, 2024 178 1

AriticleSimilarity

Comparing article similarity through vector search

x
xuanyou du
Docker
IPM
3.5 (1)09 May, 2024 289