DIDimitar Ilievindimitaronai.com·Jul 19 · 3 min readClassify and route your data using Content UnderstandingClassification and splitting The analyzer concept has been expanded to include contentCategories and enableSegment, which let you classify and split the input data processed by your application. This 20
DIDimitar Ilievindimitaronai.com·Jul 8 · 2 min readThe Ultimate AI Guide for Linux Engineers - Book ReviewIf you're a Linux engineer trying to figure out where AI actually fits into your day-to-day work - not the hype, the actual workflow - this book delivers a solid, practical roadmap. It opens by ground10
DIDimitar Ilievindimitaronai.com·May 25 · 2 min readBuilding Agent-Powered Applications - Book ReviewBuilding Agent-Powered Applications is the kind of book you wish existed when you first started trying to make sense of the LLM ecosystem. It opens with a grounded overview of ML and NLP fundamentals 20
DIDimitar Ilievindimitaronai.com·May 6 · 3 min readThe Secret Behind Better RAG Results: Hybrid Search in Azure AI SearchWhat is hybrid search? Hybrid search combines full-text and vector queries into a single request, running against an index that holds both plain-text content and generated embeddings. Vector search ex00
DIDimitar Ilievindimitaronai.com·Mar 27 · 5 min readBook Review: Design Multi-Agent AI Systems Using MCP and A2AThere's no shortage of AI content right now, but most of it sits at one of two extremes: breezy conceptual overviews that leave you with nothing to build, or narrow tutorials that solve one specific p00