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Generative AI vs Agentic AI vs AI Agents

โœ๏ธ ๐๐ฒ ๐€๐›๐ก๐ข๐ฌ๐ก๐ž๐ค ๐Š๐ฎ๐ฆ๐š๐ซ | #๐…๐ข๐ซ๐ฌ๐ญ๐‚๐ซ๐š๐ณ๐ฒ๐ƒ๐ž๐ฏ๐ž๐ฅ๐จ๐ฉ๐ž๐ซ Introduction: Why This Comparison Matters Now Artificial Intelligence has rapidly evolved from content generation to autonomous decision-making systems. Terms like Generative AI, Agentic AI, and AI Agents are often used interchangeablyโ€”incorrectly. Understanding the distinction is critical for: Architects designing enterprise platforms Developers building AI workflows Business leaders investing inโ€ฆ

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Abhishek Kumar's avatar by Abhishek Kumar

Enterprise-Grade RAG on Azure

โœ๏ธ ๐๐ฒ ๐€๐›๐ก๐ข๐ฌ๐ก๐ž๐ค ๐Š๐ฎ๐ฆ๐š๐ซ | #๐…๐ข๐ซ๐ฌ๐ญ๐‚๐ซ๐š๐ณ๐ฒ๐ƒ๐ž๐ฏ๐ž๐ฅ๐จ๐ฉ๐ž๐ซ โญ Why Every Enterprise Needs RAG Today Modern enterprises generate massive unstructured data: Technical PDFs SOPs, Work Instructions Product specification sheets Safety & compliance documents ERP/PLM extracts Regulatory & MSDS documents Knowledge Base / Confluence pages Most of this data remains locked, making organizations slow, dependent on SMEs, error-prone,โ€ฆ

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Azure Update โ€“ December 2025: A Deep Dive for Professional

โœ๏ธ ๐๐ฒ ๐€๐›๐ก๐ข๐ฌ๐ก๐ž๐ค ๐Š๐ฎ๐ฆ๐š๐ซ | #๐…๐ข๐ซ๐ฌ๐ญ๐‚๐ซ๐š๐ณ๐ฒ๐ƒ๐ž๐ฏ๐ž๐ฅ๐จ๐ฉ๐ž๐ซ Azure December Update arrives with enhancements across infrastructure, AI, storage, networking, and data services โ€” and this month the updates arenโ€™t just incrementalโ€ฆ theyโ€™re 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 cloudโ€ฆ

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The Secret Life of Neural Networks: How Computers Learn to Recognize Images

โœ๏ธ ๐๐ฒ ๐€๐›๐ก๐ข๐ฌ๐ก๐ž๐ค ๐Š๐ฎ๐ฆ๐š๐ซ | #๐…๐ข๐ซ๐ฌ๐ญ๐‚๐ซ๐š๐ณ๐ฒ๐ƒ๐ž๐ฏ๐ž๐ฅ๐จ๐ฉ๐ž๐ซ Ever wondered how AI can tell whether an image is a dog or something else?Behind that simple โ€œdog or not dogโ€ prediction lies one of the most fascinating pieces of modern computer science โ€” neural networks. These systems learn to see patterns in the same way humans do โ€”โ€ฆ

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Agentic Systems vs MCP Systems

โœ๏ธ ๐๐ฒ ๐€๐›๐ก๐ข๐ฌ๐ก๐ž๐ค ๐Š๐ฎ๐ฆ๐š๐ซ | #๐…๐ข๐ซ๐ฌ๐ญ๐‚๐ซ๐š๐ณ๐ฒ๐ƒ๐ž๐ฏ๐ž๐ฅ๐จ๐ฉ๐ž๐ซ Clear Differences, Use Cases, and When to Choose What ๐Ÿง  1. What is an Enterprise Agentic System? An Agentic System is an AI setup where the LLM behaves like an intelligent worker (an โ€œagentโ€) that can: Reason Plan Execute tasks Call tools & services Make decisions Self-correct using memoryโ€ฆ

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