🧬 1. Copilot Agent Architecture: Internal Design Archetype of a Copilot Agent in Microsoft Copilot Studio: Agent: ID: uuid Permissions: [Graph.Read, SharePoint.ReadWrite, CustomAPI.SendEmail] State: Memory: long-term vector embeddings (Azure AI Search) Session Context: transient (JSON graph) Plugins: – Planner – Orchestrator – GraphExecutor LLM Endpoint: Azure OpenAI (GPT-4o) Storage: Cosmos DB / Azure Table 🗉…
Tag: AzureAI
AI Agents in Azure: From Chatbots to Actual Workflow Machines
hi. let’s get this out of the way: chatbots are boring. we’ve all seen “hi, how can I help you?” with 4 buttons and zero logic. meh. but what if u could build an agent that books a shipment, tracks anomalies, pulls inventory from SAP, and calls another AI to summarize a PDF — all…
Why I Run This Blog (And Why I Keep Writing All These Damn Articles)
A lot of ppl asks me why do I run this blog? okay take a look ))))))))) short version lol, so I don’t lose my mind with the amount of info I process every day. longer version ))))))) because everything I write helps me think, structure, and not drown in this tech flood of updates,…
Generative AI in Healthcare: From Pilots to Infrastructure
*A technical review for engineers, solution architects, and research professionals 1. Introduction: From NLP Utilities to Cognitive Agents Generative AI and large language models (LLMs) such as GPT-4, Med-PaLM 2, BioGPT, and GatorTron are enabling a structural shift in clinical workflows. These models are capable of: Handling unstructured medical data Generating clinical content (notes, discharge…