Article Muhammad Waseem · Mar 25 7m read Introduction to Kubernetes In this article, we will cover below topics: What is Kubernetes? Main Kubernetes (K8s) Components What is Kubernetes? Kubernetes is an open-source container orchestration framework developed by Google. In essence, it controls container speed and helps you manage applications consisting of multiple containers. Additionally, it allows you to operate them in different environments, e.g., physical machines, virtual machines, Cloud environments, or even hybrid deployment environments. #Containerization #Databases #Deployment #Docker #Framework #Kubernetes #Microservices #Other 3 0 0 44
Article Muhammad Waseem · Mar 10 6m read InterSystems VSCode ObjectScript Extension Pack in glance Introduction Visual Studio Code (VS Code) is a free source code editor made by Microsoft for Windows, Linux, and macOS. It provides built-in support for JavaScript, TypeScript, and Node.js. You can add extensions to provide support for numerous other languages including ObjectScript. The InterSystems extensions enable you to use VS Code to connect to an InterSystems IRIS server and develop code in ObjectScript. The Visual Studio Code Documentation is an excellent resource on VS Code, so it is a good idea to be familiar with it. #Languages #Namespace #ObjectScript #Tips & Tricks #Tutorial #VSCode 24 5 4 190
Article Muhammad Waseem · Feb 2 3m read Transformation of FHIR message to HL7 V2 message Sometimes we need to convert FHIR message to HL7 V2, e.g. to register a patient to the PACS system.In this article, I will explain the steps to achieve the desired by using IRIS FHIR Server production. Below are the steps we need to follow: Make sure FHIRServer production is started. Register Business Service with FHIRServer endpoint. Define Business Processes to convert FHIR message to SDA and then Convert SDA to HL7 v2. Post JSON resource to FHIRServer endpoint and get HL7 V2 response. Let's review the steps in detail. Step 1. Make sure FHIRServer production is started Open the production page and make sure Production is started. In the next step, we need to make sure business service HS.FHIRServer.Interop.Service is registered with FHIRServer #Business Service #FHIR #HL7 #Management Portal #Ensemble #InterSystems IRIS for Health Open Exchange app 1 0 0 101
Article Muhammad Waseem · Jan 30 3m read View your FHIR Data with iris-fhir-lab application #Contest #CSP #Embedded Python #FHIR #JSON #InterSystems IRIS for Health #Open Exchange Open Exchange app 6 5 1 142
Article Muhammad Waseem · Jan 22 2m read 3 common and 3 less common attributes of FHIR’s Meta element All FHIR resources have a Meta element containing metadata about the resource. Some attributes are updated by the server, others are populated by the app constructing the resource. #FHIR #Interoperability #Security #InterSystems IRIS for Health 6 0 0 71
Article Muhammad Waseem · Jan 16 2m read Differences between FHIR Ids and Identifiers In the context of HL7 FHIR (Fast Healthcare Interoperability Resources), the terms "id" and "identifier" refer to specific elements used for identifying resources within the FHIR data model. For a newbie, these terms can be confusingly similar, but they serve distinct purposes. Look at the below Patient resource for August T. Faulkner: The resource has an id of “1” — generated by the FHIR server when the resource was created.Patient August T. Faulkner also has a identifier (Medical Record Number) — possibly provided by the hospital — of 78510398960 #FHIR #Interoperability #InterSystems IRIS for Health 4 0 0 102
Article Muhammad Waseem · Jan 9 9m read Flask and Flask-Login: A Guide to Building Secure Web Applications Hi, Community! Since this article is an overview of Flask Login, let's begin with Flask Introduction! What is Flask? In the realm of web development, Python has emerged as a formidable force, offering its versatility and robustness to create dynamic and scalable applications. For that reason, tools and services compatible with this language are in demand these days. Flask is a lightweight and easy-to-use web framework for Python. It stands out as a lightweight and user-friendly option. Its simplicity and flexibility have made it a popular choice for developers, particularly for creating smaller-scale applications. It is based on the Werkzeug toolkit and provides a simple but powerful API for building web applications. Unlike its full-stack counterparts, Flask provides a core set of features, focusing on URL routing, template rendering, and request handling. This minimalist approach makes Flask lightweight and easy to learn, allowing developers to build web applications quickly and without the burden of unnecessary complexity. #Framework #HTML #Python #InterSystems IRIS #Other 4 0 0 262
Article Muhammad Waseem · Nov 16, 2023 9m read SQLAlchemy - The Python SQL Toolkit and Object Relational Mapper Hi, Community! This article is an overview of SQLAlchemy, so let's begin! SQLAlchemy is the Python SQL toolkit that serves as a bridge between your Python code and the relational database system of your choice. Created by Michael Bayer, it is currently available as an open-source library under the MIT License. SQLAlchemy supports a wide range of database systems, including PostgreSQL, MySQL, SQLite, Oracle, and Microsoft SQL Server, making it versatile and adaptable to different project requirements. The SQLAlchemy SQL Toolkit and Object Relational Mapper from a comprehensive set of tools for working with databases and Python. It has several distinct areas of functionality which you can use individually or in various combinations. The major components are illustrated below, with component dependencies organized into layers: #Python #SQL #InterSystems IRIS 8 8 3 498
Article Muhammad Waseem · Sep 21, 2023 7m read Step by step guide to create customized chatbot by using spaCy (Python NLP library) Hi Community,In this article, I will demonstrate below steps to create your own chatbot by using spaCy (spaCy is an open-source software library for advanced natural language processing, written in the programming languages Python and Cython): Step1: Install required libraries Step2: Create patterns and responses file Step3: Train the Model Step4: Create ChatBot Application based on the trained model So Let us start. #Contest #Docker #JSON #Machine Learning #Python #InterSystems IRIS for Health #Open Exchange Open Exchange app 5 0 0 1.2K
Article Muhammad Waseem · Sep 18, 2023 5m read InterSystems IRIS Flask Generative AI application Hi CommunityIn this article, I will introduce my application IRIS-GenLab.IRIS-GenLab is a generative AI Application that leverages the functionality of Flask web framework, SQLALchemy ORM, and InterSystems IRIS to demonstrate Machine Learning, LLM, NLP, Generative AI API, Google AI LLM, Flan-T5-XXL model, Flask Login and OpenAI ChatGPT use cases. #AI #ChatGPT #Embedded Python #Machine Learning #InterSystems IRIS #Open Exchange #VSCode Open Exchange app 6 0 1 245
Article Muhammad Waseem · Sep 6, 2023 5m read InterSystems IRIS Flask Blog application #Python #InterSystems Ideas Portal #InterSystems IRIS Open Exchange app 8 4 0 304
Article Muhammad Waseem · Sep 6, 2023 7m read Introduction to Docker - Part2 (Docker Compose, Docker File, Docker Volume) Hi Community, In my previous article, we learned topics listed below: What is Docker? Some of the Docker benefits How does Docker work? Docker Image Docker Container Docker Image repository InterSystems's Docker image repository Docker Installation Docker Basic Commands Running IRIS community edition by using Docker Docker Desktop GUI In this article, we will cover the following topics: Use of Docker Compose file (a YAML file) Use of Docker file (employed to build a Docker image) Use of Docker volume So let's begin. #Containerization #Docker #Open Exchange 9 2 2 605
Article Muhammad Waseem · Jul 6, 2023 2m read ChatGPT with INTERSYSTEMS FHIR SQL BUILDER database #ChatGPT #FHIR #SQL #Caché #InterSystems IRIS for Health Open Exchange app 4 5 1 526
Article Muhammad Waseem · Jul 4, 2023 6m read Step by step guide to create personalized AI with ChatGPT by using LangChain As an AI language model, ChatGPT is capable of performing a variety of tasks like language translation, writing songs, answering research questions, and even generating computer code. With its impressive abilities, ChatGPT has quickly become a popular tool for various applications, from chatbots to content creation.But despite its advanced capabilities, ChatGPT is not able to access your personal data. So in this article, I will demonstrate below steps to build custom ChatGPT AI by using LangChain Framework: #AI #ChatGPT #Machine Learning #Python #Caché #InterSystems IRIS for Health #VSCode Open Exchange app 4 0 1 9K
Article Muhammad Waseem · Jul 2, 2023 4m read LangChain – Unleashing the full potential of LLMs Hi CommunityIn this article, I will introduce my application irisChatGPT which is built on LangChain Framework.First of all, let us have a brief overview of the framework. The entire world is talking about ChatGPT and how Large Language Models(LLMs) have become so powerful and has been performing beyond expectations, giving human-like conversations. This is just the beginning of how this can be applied to every enterprise and every domain! #ChatGPT #Embedded Python #ObjectScript #InterSystems IRIS Open Exchange app 8 11 6 1.3K
Article Muhammad Waseem · Jun 5, 2023 8m read Introduction to Docker Hi Community, In this article, we will learn the below topics listed below: #Docker #Open Exchange 17 10 6 684
Article Muhammad Waseem · May 1, 2023 5m read Introduction to Jupyter Notebook The Jupyter Notebook is an open source web application that can be used to create and share documents that contain live text, code, equations and visualizations. It is maintained by the people at Project Jupyter. #Python #Tutorial #Other 5 0 0 306
Article Muhammad Waseem · Apr 17, 2023 4m read Create, Predict and explore ML Models by using InterSystems Cloud SQL / IntegratedML Hi Community,In this article, I will introduce my application iris-mlm-explainer #Cloud #CSV #Git #Machine Learning #Python #SQL #InterSystems IRIS #Open Exchange Open Exchange app 3 6 1 260
Article Muhammad Waseem · Mar 15, 2023 10m read InterSystems Embedded Python in glance Hi Community,In this article I will demonstrate the usage of InterSystems Embedded Python, We will cover below topics: #Best Practices #Embedded Python #Tutorial #InterSystems IRIS for Health 36 3 7 884
Article Muhammad Waseem · Feb 10, 2023 5m read Getting to know Python Flask Web Framework - Part 2 Hi Community, This article is a continuation of my article about Getting to know Python Flask Web Framework In this article, we will cover the basics of topics listed below: 1. Routing in Flask Framework2. Folder structure for a Flask app (Static and Template)3. Getting and displaying data in the Flask application from IRIS. So, let's begin. #Databases #HTML #JavaScript #Python #InterSystems IRIS for Health #Open Exchange Open Exchange app 2 0 0 858