Introduction: Vector search finds semantically similar content, but it misses the structured relationships that make knowledge truly useful. Knowledge graphs capture entities and their relationships explicitly—who works where, what depends on what, how concepts connect. Combining knowledge graphs with LLMs creates systems that can reason over structured relationships while generating natural language responses. This guide […]
Read more →ePrescribing in EU and Ireland: FHIR-Based Electronic Prescriptions
Electronic prescribing (ePrescribing) is transforming medication management across Europe and Ireland, replacing error-prone paper prescriptions with secure digital workflows. This comprehensive guide covers the regulatory landscape, FHIR-based implementation patterns, and practical code examples for building compliant ePrescribing systems. 🏥 HEALTHCARE INTEROPERABILITY SERIES This article is part of a comprehensive series on healthcare data standards. HL7 […]
Read more →Azure Backup: A Solutions Architect’s Guide to Enterprise Data Protection
In the world of enterprise IT, data is the lifeblood of business operations. After two decades of architecting solutions across industries, I’ve witnessed firsthand how a robust backup strategy can mean the difference between business continuity and catastrophic data loss. Azure Backup has evolved into a comprehensive data protection platform that addresses the complex requirements […]
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 →Multi-Agent Systems and Orchestration – Part 3 of 5
Master multi-agent systems with ADK: coordinator-worker, pipeline, and hierarchical patterns. Build a production research assistant that coordinates 6 specialized agents for comprehensive analysis.
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