🐍 Using #Python + Pandas with IRIS via #JDBC or #ODBC? Here's how to handle string quirks and get your data into dataframes for analysis and visualization 👇
https://community.intersystems.com/post/access-iris-database-odbc-or-jdbc-using-python
Tame #InterSystemsIRIS data in Jupyter Notebooks with clean, efficient queries!
https://community.intersystems.com/post/access-iris-database-odbc-or-jdbc-using-python
Tame #InterSystemsIRIS data in Jupyter Notebooks with clean, efficient queries!
💻 At #Ready2025, we dove into full-stack development with #InterSystemsIRIS and #Python — using just #VSCode and today’s most popular tools for seamless object-relational mapping and #UI development 👇
https://community.intersystems.com/post/video-day-life-developer-data-platforms-roundup
Empower your team with the tools they already love and the scalability your data demands.
https://community.intersystems.com/post/video-day-life-developer-data-platforms-roundup
Empower your team with the tools they already love and the scalability your data demands.
🪟 Using #InterSystemsIRIS 2024.3 on Windows Server? #Python isn't bundled anymore, but now you choose the version! Learn how to set up the Flexible Python Runtime the easy way 👇
https://community.intersystems.com/post/use-flexible-python-runtime-feature-iris-windows-server
A bit of setup, a lot of flexibility — make embedded Python your own!
https://community.intersystems.com/post/use-flexible-python-runtime-feature-iris-windows-server
A bit of setup, a lot of flexibility — make embedded Python your own!
📷 Need to read barcodes in #InterSystemsIRIS? Ditch outdated tools like VB6! With Embedded #Python, pyzbar + opencv-python give you barcode scanning right inside IRIS 👇
https://community.intersystems.com/post/recognizing-barcodes-embedded-python
Modernize your stack with embedded vision and IRIS power!
https://community.intersystems.com/post/recognizing-barcodes-embedded-python
Modernize your stack with embedded vision and IRIS power!
📷 Need to read barcodes in #InterSystemsIRIS? Ditch outdated tools like VB6! With Embedded #Python, pyzbar + opencv-python give you barcode scanning right inside IRIS 👇
https://community.intersystems.com/post/recognizing-barcodes-embedded-python
Modernize your stack with embedded vision and IRIS power!
https://community.intersystems.com/post/recognizing-barcodes-embedded-python
Modernize your stack with embedded vision and IRIS power!
🐍 Boost your #interoperability with Embedded Python in #InterSystemsIRIS! Use it to enable CDC for a #MongoDB collection and update an EMR via #REST 👇
https://community.intersystems.com/post/power-embedded-python-interoperability-mongodb-cdc-use-case
Explore the power of #Python for smarter healthcare integration!
https://community.intersystems.com/post/power-embedded-python-interoperability-mongodb-cdc-use-case
Explore the power of #Python for smarter healthcare integration!
🐍 Take your #Interoperability on Python (IoP) skills to the next level! This article walks through building a fully #Python-powered Reddit ingestion pipelinу: from data polling and filtering to enrichment and delivery 👇
https://community.intersystems.com/post/introduction-interoperability-python-iop-part2
Dive in to learn how to create advanced #InterSystemsIRIS interoperability flows using pure Python!
https://community.intersystems.com/post/introduction-interoperability-python-iop-part2
Dive in to learn how to create advanced #InterSystemsIRIS interoperability flows using pure Python!
🔄 Moving beyond REST? Learn how to build and deploy a flexible #GraphQL server using #Python, #Flask, and #SQLAlchemy, all on top of #InterSystemsIRIS 👇
https://community.intersystems.com/post/rest-graphql-building-and-deploying-your-graphql-server-intersystems-iris
Modernize your #API strategy with GraphQL today!
https://community.intersystems.com/post/rest-graphql-building-and-deploying-your-graphql-server-intersystems-iris
Modernize your #API strategy with GraphQL today!
🧠 Want to run a local #LLM inside #InterSystemsIRIS without the #cloud, APIs, or GPU? This guide shows how to embed lightweight open-source models using just a bit of #Python and IRIS #Interoperability 👇
https://community.intersystems.com/post/orchestrating-local-llm-iris-interoperability
Bring #GenAI to your data, securely and simply!
https://community.intersystems.com/post/orchestrating-local-llm-iris-interoperability
Bring #GenAI to your data, securely and simply!
🏥 Ready to level up your #FHIR skills?
We’ve just launched a hands-on, cohort-based training program: Developing FHIR Applications Using #Python, designed to take you from core FHIR fundamentals to building real-world #healthcare interoperability solutions using Python and #InterSystemsIRIS.
📅 First cohort starts Feb 15
🎓 15 weeks of interactive learning (or join individual 5-week modules)
📍 Virtual format with guided labs, live discussions, and practical projects
💡 Optional capstone SMART on FHIR application
Seats are limited and introductory pricing is available - don’t miss out!
Learn more here: https://community.intersystems.com/post/new-course-launch-developing-fhir-applications-using-python
We’ve just launched a hands-on, cohort-based training program: Developing FHIR Applications Using #Python, designed to take you from core FHIR fundamentals to building real-world #healthcare interoperability solutions using Python and #InterSystemsIRIS.
📅 First cohort starts Feb 15
🎓 15 weeks of interactive learning (or join individual 5-week modules)
📍 Virtual format with guided labs, live discussions, and practical projects
💡 Optional capstone SMART on FHIR application
Seats are limited and introductory pricing is available - don’t miss out!
Learn more here: https://community.intersystems.com/post/new-course-launch-developing-fhir-applications-using-python
🐍 Ready to master advanced #Python interoperability in #InterSystemsIRIS?
This article dives into IoP Part 3—covering DTL, #JSON schema validation, and debugging techniques for building production-ready integrations 👇
https://community.intersystems.com/post/introduction-interoperability-python-iop-part3
Read now and take your #interoperability skills to the next level!
This article dives into IoP Part 3—covering DTL, #JSON schema validation, and debugging techniques for building production-ready integrations 👇
https://community.intersystems.com/post/introduction-interoperability-python-iop-part3
Read now and take your #interoperability skills to the next level!
🚀 Moving from monoliths to scalable microservices?
This article shows how to build a microservice architecture using #InterSystemsIRIS, Kafka, and #RESTAPIs—unlocking flexibility, resilience, and faster deployments 👇
https://community.intersystems.com/post/developing-microservice-application-using-iris-kafka-and-rest-api
Read now and modernize your application architecture!
#EmbeddedPython #ObjectScript #Python
This article shows how to build a microservice architecture using #InterSystemsIRIS, Kafka, and #RESTAPIs—unlocking flexibility, resilience, and faster deployments 👇
https://community.intersystems.com/post/developing-microservice-application-using-iris-kafka-and-rest-api
Read now and modernize your application architecture!
#EmbeddedPython #ObjectScript #Python
At #Ready, we explored how expanding #Python support in #InterSystemsIRIS is enabling more flexible, productive development workflows.
Watch this #video to discover:
✅ How to perform common Python development tasks - coding, debugging, and library management - across the platform.
✅ The different approaches to using Python in InterSystems IRIS, including embedded Python, #Interoperability, and client-side integrations with tools like #SQLAlchemy.
https://community.intersystems.com/post/video-succeeding-python-development-intersystems-iris
Learn how to effectively leverage Python across your IRIS environment and stay aligned with evolving best practices.
Watch this #video to discover:
✅ How to perform common Python development tasks - coding, debugging, and library management - across the platform.
✅ The different approaches to using Python in InterSystems IRIS, including embedded Python, #Interoperability, and client-side integrations with tools like #SQLAlchemy.
https://community.intersystems.com/post/video-succeeding-python-development-intersystems-iris
Learn how to effectively leverage Python across your IRIS environment and stay aligned with evolving best practices.
At #Ready we explored how #InterSystemsIRIS is evolving to better support modern data science workflows, combining operational data with advanced analytics.
Watch this #video to discover:
✅ The growing ecosystem of tools for data scientists working with InterSystems IRIS and #Python.
✅ How these capabilities enable powerful analytics through practical, real-world demonstrations.
https://community.intersystems.com/post/video-productive-data-science-intersystems-iris-and-python
See how integrated data science tools can accelerate insight generation and innovation!
Watch this #video to discover:
✅ The growing ecosystem of tools for data scientists working with InterSystems IRIS and #Python.
✅ How these capabilities enable powerful analytics through practical, real-world demonstrations.
https://community.intersystems.com/post/video-productive-data-science-intersystems-iris-and-python
See how integrated data science tools can accelerate insight generation and innovation!
At #Ready2026, we explored how #Python and #InterSystemsIRIS are coming together to create a more productive, modern developer experience.
Watch this #video to discover:
✅ Native tools for Python developers, including the InterSystems DB-API driver, #SQLAlchemy integration, and the new pyprod package.
✅ How to build #interoperability productions entirely in Python—without writing ObjectScript.
✅ How InterSystems is embracing the evolving Python ecosystem to help developers build faster and more efficiently.
https://community.intersystems.com/post/video-python-meet-intersystems-native-tools-modern-ecosystem
Whether you're an experienced InterSystems developer expanding into Python or a Python developer new to the platform, this session showcases the latest tools for building modern, data-driven applications.
Watch this #video to discover:
✅ Native tools for Python developers, including the InterSystems DB-API driver, #SQLAlchemy integration, and the new pyprod package.
✅ How to build #interoperability productions entirely in Python—without writing ObjectScript.
✅ How InterSystems is embracing the evolving Python ecosystem to help developers build faster and more efficiently.
https://community.intersystems.com/post/video-python-meet-intersystems-native-tools-modern-ecosystem
Whether you're an experienced InterSystems developer expanding into Python or a Python developer new to the platform, this session showcases the latest tools for building modern, data-driven applications.
⚡️ Learn how Embedded #Python stacks up against #InterSystemsIRIS ObjectScript in performance. We put them to the test parsing large #XML tender datasets and here’s what we found 👇
https://community.intersystems.com/post/embedded-python-vs-objectscript-performance-testing-parsing-xml
Check out the benchmarks and see which one comes out on top!
https://community.intersystems.com/post/embedded-python-vs-objectscript-performance-testing-parsing-xml
Check out the benchmarks and see which one comes out on top!