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. #Artificial Intelligence (AI) #ChatGPT #Embedded Python #Generative AI (GenAI) #Large Language Model (LLM) #Machine Learning (ML) #Natural Language Processing #InterSystems IRIS #Open Exchange #VSCode Open Exchange app 6 0 1 335
Article Muhammad Waseem · Sep 6, 2023 5m read InterSystems IRIS Flask Blog application #Python #InterSystems Ideas Portal #InterSystems IRIS Open Exchange app 8 4 0 375
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 1.2K
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 1 689
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: #Artificial Intelligence (AI) #ChatGPT #Large Language Model (LLM) #Machine Learning (ML) #Python #Vector Search #Caché #InterSystems IRIS for Health #VSCode Open Exchange app 4 0 1 12.5K
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 #Large Language Model (LLM) #ObjectScript #InterSystems IRIS Open Exchange app 9 13 7 2K
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 18 10 6 941
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 0 370
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 (ML) #Python #SQL #InterSystems IRIS #Open Exchange Open Exchange app 3 6 1 371
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 37 3 7 1.1K
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 1.6K
Article Muhammad Waseem · Feb 9, 2023 2m read Step by step tutorial to add Interactive map and visualize geographic data to web application Hi Community,In this article I will demonstrate below steps to add Interactive map and visualize geographic data to web application: Step1 : Install Application Step2 : Create CSP Page Step3 : Extend dc.IrisGeoMap.Folium class Step4 : Invoke DrawGeoDetails() Method So Let us start. Step1 : Install Application First of all we need to install iris-geo-map application by using ZPM zpm "install iris-geo-map" #CSP #Embedded Python #JavaScript #InterSystems IRIS #Open Exchange Open Exchange app 1 0 1 308
Article Muhammad Waseem · Feb 6, 2023 3m read Plugin Interactive Maps and Visualize Geographic Data Hi CommunityIn this article, I will demonstrate the functionality of my app iris-geo-map #CSP #Embedded Python #JavaScript #InterSystems IRIS #Open Exchange Open Exchange app 2 0 0 383
Article Muhammad Waseem · Jan 24, 2023 4m read 5 useful SQL functions to take your SQL skills to the next level Hi Community, In this article, I listed 5 useful SQL functions with explanations and query examples 👇🏻These 5 functions are COALESCE RANK DENSE_RANK ROW_NUMBER Function to Get Running Totals So Let us start with COALESCE function #Beginner #Best Practices #SQL #Tips & Tricks #Caché 22 13 6 1.1K
Article Muhammad Waseem · Sep 20, 2022 8m read Getting to know Python Flask Web Framework Hi Community,In this article, I will introduce Python Flask Web Framework. Together we will create a minimal web application to connect to IRIS and get data from it.Below you can find the steps we will need to follow: Step 1 : Introduction to Python Flask Web Framework Step 2 : Installation of Flask module Step 3 : Creation of web application using Flask Step 4 : Use of HTML Templates Step 5 : Installation of IRIS Python Native module Step 6 : Establishment of a connection with IRIS Step 7 : Transferring data from IRIS to Flask and displaying it So Let's start with step 1 Step1-Introduction to Python Flask Web Framework Flask is a small and lightweight Python web framework that provides useful tools and features that make creating web applications in Python easier. It gives developers flexibility and is a more accessible framework for new developers since it allows to build a web application quickly using only a single Python file. Flask is also extensible and doesn’t requires a particular directory structure or complicated boilerplate code before getting started. For more details please view Flask Documentations #Globals #HTML #Python #InterSystems IRIS for Health 2 2 1 776
Article Muhammad Waseem · Sep 13, 2022 5m read Sustainable energy data by calling API from the major Independent System Operators (ISOs) in the United States with the help of PEX and Embedded Python Hi Community,In this article I will demonstrate the functionality of my app iris-energy-isodata . Application is accessing energy data (production, demand and supply) from the major Independent System Operators (ISOs) in the United States to ensure sustainable consumption and production patterns (SDG's 12) #Contest #Embedded Python #Interoperability #Ensemble #InterSystems IRIS for Health Open Exchange app 3 2 0 317
Article Muhammad Waseem · Jul 10, 2022 10m read IRIS Climate Change application that shows how temperature is increasing worldwide as a proof of global warming Hi Community, This post is a introduction of my open exchange iris-climate-change application. iris-climate-change web application Imports The Food and Agriculture Organization (FAO) Climate Change dataset by using LOAD DATA (SQL) functionality and analyze and visualize data with the help of Python Flask Web Framework, Pandas Python data analysis Library, Plotly Open Source Graphing Library for Python and Plotly JavaScript Open Source Graphing Library. #Contest #Embedded Python #Python #Visualization #InterSystems IRIS Open Exchange app 14 0 0 494
Article Muhammad Waseem · Jul 2, 2022 6m read Display Management Portal Dashboard by using Python Flask web and Bootstrap Frameworks with the help of embedded python Hi Community, In this article I will explain how to display management portal dashboard by using Python Flask web and Boostrap framework with the help of embedded python #Best Practices #Embedded Python #Management Portal #SQL #InterSystems IRIS for Health Open Exchange app 18 1 2 1.8K
Article Muhammad Waseem · Jun 4, 2022 3m read Creating Patient and Patient Observations by using iris-fhir-client application Hi Community, This article will demonstrate how to create Patient and Patient Observation Resources by using iris-fhir-client application. I recommend to read my first article about this app and watch Youtube Video before continue so let's start #Embedded Python #FHIR #InterSystems IRIS for Health Open Exchange app 4 0 1 643
Article Muhammad Waseem · May 30, 2022 3m read FHIR Client to connect any open FHIR Server by using embedded python Hi Community, This post is a introduction of my open exchange iris-fhir-client application. iris-fhir-client can connect to any open FHIR Server by using embedded python with the help of fhirpy Library.Get Resource information by terminal and by using CSP web application. #Contest #CSP #Dashboards #Embedded Python #FHIR #InterSystems Package Manager (IPM) #ObjectScript #REST API #InterSystems IRIS for Health #Open Exchange Open Exchange app 6 2 0 829