Containers are a popular technology for developing and deploying applications. They provide an isolated runtime environment that runs an application and its dependencies, making it easier to package, deploy, and manage the application. Docker is a platform for managing containers that has become very popular in recent years. In this article, we’ll provide an introduction […]
Read more →EU EEHRxF: The Future of European Health Record Exchange
What is EEHRxF? EEHRxF vs IPS vs eHDSI EEHRxF Architecture EEHRxF Clinical Dataset Ireland’s EEHRxF Readiness FHIR Implementation Example Standards and References Series Conclusion Related Articles in This Series Conclusion
Read more →Case Study: ePrescribing in EU and Ireland – A Solution Architect’s Guide to FHIR-Based Electronic Prescription Systems
Electronic prescribing (ePrescribing) is transforming medication management across Europe and Ireland, replacing error-prone paper prescriptions with secure digital workflows. This comprehensive case study examines the regulatory landscape, FHIR-based implementation patterns, enterprise architecture decisions, and practical guidance for building compliant ePrescribing systems in the European context. 📚 HEALTHCARE INTEROPERABILITY SERIES This article is part of a […]
Read more →Fine-Tuning LLMs: From Data Preparation to Production Deployment
Introduction: Fine-tuning transforms a general-purpose LLM into a specialized model tailored to your domain, style, or task. While prompt engineering can get you far, fine-tuning offers consistent behavior, reduced token usage, and capabilities that prompting alone cannot achieve. This guide covers the complete fine-tuning workflow—from data preparation to deployment—using both cloud APIs (OpenAI, Together AI) […]
Read more →Diving Deeper into Docker: Exploring Dockerfiles, Commands, and OCI Specifications
Docker is a popular platform for developing, packaging, and deploying applications. In the previous blog, we provided an introduction to Docker and containers, including their benefits and architecture. In this article, we’ll dive deeper into Docker, exploring Dockerfiles, Docker commands, and OCI specifications. Dockerfiles Dockerfiles are text files that contain instructions for building Docker images. […]
Read more →Hugging Face Transformers: The Complete Guide to Open-Source AI Model Deployment
Introduction: Hugging Face Transformers has become the de facto standard library for working with transformer-based models. With access to over 500,000 pre-trained models and 150,000 datasets through the Hugging Face Hub, it provides the most comprehensive ecosystem for deploying open-source AI models. Whether you’re running Llama, Mistral, or fine-tuning your own models, Transformers offers a […]
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