Category: Azure AI Learning
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โ๏ธ ๐๐ฒ ๐๐๐ก๐ข๐ฌ๐ก๐๐ค ๐๐ฎ๐ฆ๐๐ซ | #๐ ๐ข๐ซ๐ฌ๐ญ๐๐ซ๐๐ณ๐ฒ๐๐๐ฏ๐๐ฅ๐จ๐ฉ๐๐ซ โญ Why Every Enterprise Needs RAG Today Modern enterprises generate massive unstructured data: Most of this data remains locked, making organizations slow, dependent on SMEs, error-prone, and high-cost. A Retrieval-Augmented Generation (RAG) system solves this by: Azure provides the most robust platform to build secure, compliant, scalable enterprise RAG.…
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โ๏ธ ๐๐ฒ ๐๐๐ก๐ข๐ฌ๐ก๐๐ค ๐๐ฎ๐ฆ๐๐ซ | #๐ ๐ข๐ซ๐ฌ๐ญ๐๐ซ๐๐ณ๐ฒ๐๐๐ฏ๐๐ฅ๐จ๐ฉ๐๐ซ Azure December Update arrives with enhancements across infrastructure, AI, storage, networking, and data services โ and this month the updates arenโt just incrementalโฆ theyโre quietly transformative. While some updates look small, many of them unlock new automation patterns, better performance at scale, and new cost-optimization opportunities for serious cloud…
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โ๏ธ ๐๐ฒ ๐๐๐ก๐ข๐ฌ๐ก๐๐ค ๐๐ฎ๐ฆ๐๐ซ | #๐ ๐ข๐ซ๐ฌ๐ญ๐๐ซ๐๐ณ๐ฒ๐๐๐ฏ๐๐ฅ๐จ๐ฉ๐๐ซ Clear Differences, Use Cases, and When to Choose What ๐ง 1. What is an Enterprise Agentic System? An Agentic System is an AI setup where the LLM behaves like an intelligent worker (an โagentโ) that can: It focuses on autonomy and orchestration of tasks using LLM intelligence. Enterprise Agentic…
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โ๏ธ ๐๐ฒ ๐๐๐ก๐ข๐ฌ๐ก๐๐ค ๐๐ฎ๐ฆ๐๐ซ | #FirstCrazyDeveloper ๐ก Why This Matters More Than Ever Traditional keyword search engines match exact text terms but often fail to capture semantic meaning. For example, searching for โlegal agreement terminationโ should also surface results mentioning โcontract cancellationโ, even if the exact words differ. This is where Vector Search shines. By…
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โ๏ธ By Abhishek Kumar | #FirstCrazyDeveloper(Based on John Savillโs Azure Update) Azure never sleeps โ and neither do architects who love innovation.This weekโs update from John Savill, Chief Architect, Microsoft CTO Office, brings subtle yet game-changing upgrades across compute, storage, AI, and containerization. Letโs decode whatโs new, why it matters for your architecture, and how…
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โ๏ธ By Abhishek Kumar | #FirstCrazyDeveloper In todayโs world of intelligent automation and AI-driven operations, event-driven agentic systems are becoming the architectural backbone for enterprises integrating AI, microservices, and human workflows. These systems are not just reactiveโthey are autonomous, adaptive, and context-aware, capable of executing tasks intelligently across diverse environments. This blog explores the transformative…
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โ๏ธ By Abhishek Kumar | #FirstCrazyDeveloper This document explores two powerful patterns in Azure for improving application availability: Zone Redundancy (ZR) within a region and Multi-Region High Availability (MR-HA) across regions. It provides a decision matrix to help you choose the right approach based on cost, latency, RTO/RPO, and operational complexity, along with reference architectures,…
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โ๏ธ By Abhishek Kumar | #FirstCrazyDeveloper Artificial Intelligence has rapidly evolved over the last decade, and Large Language Models (LLMs) have become the core drivers of this revolution. From OpenAIโs GPT family to Metaโs LLaMA, Anthropicโs Claude, Googleโs Gemini, and more โ each ecosystem brings unique capabilities tailored for developers, researchers, and enterprises. In this…
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โ๏ธ By Abhishek Kumar | #FirstCrazyDeveloper As Generative AI takes the spotlight across industries, the need for structured, multi-step reasoning and tool-enhanced agents is more critical than ever. In this blog, Iโll explain how you can integrate LangChain with your Azure OpenAI-powered MCP Agentโnot just in Python, but with a C# equivalent, too. This blog…
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โ๏ธ by Abhishek Kumar | #FirstCrazyDeveloper โLLMs talk. RAGs talk smarter. AI Agents act. Agentic AI collaborates.โ Generative AI is no longer just about writing poems or drafting emails. Itโs evolving into intelligent systems that plan, reason, take actions, and even collaborate to solve real-world problems. This blog is your step-by-step guide to understanding the…
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