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Building Enterprise AI Agents with Semantic Kernel and RAG in .NET

Building Enterprise AI Agents with Semantic Kernel and RAG in .NET

1 The Modern Enterprise Knowledge Challenge Enterprise teams are increasingly adding AI assistants to internal tools, but most quickly run into the limits of simple RAG implementations. A basic

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Enterprise Text-to-SQL Analytics: Python, Haystack, and SQL Server for Natural Language BI Queries

Enterprise Text-to-SQL Analytics: Python, Haystack, and SQL Server for Natural Language BI Queries

1 Introduction: The “Sidecar” Strategy for Modern BI Most enterprise BI platforms were designed for repeatable reporting, not for open-ended questions asked in the middle of a business conversat

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Enterprise Knowledge Copilot in .NET: Building a Secure RAG Bot with Azure OpenAI, Semantic Kernel, and Azure AI Search (Step-by-Step)

Enterprise Knowledge Copilot in .NET: Building a Secure RAG Bot with Azure OpenAI, Semantic Kernel, and Azure AI Search (Step-by-Step)

1 The Enterprise RAG Architecture: Beyond "Hello World" Most organizations start their “copilot” journey with a simple demo: a page where you upload a few documents, run basic embedding search,

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TempDB Under Pressure: The Architect's Guide to Diagnosing and Fixing SQL Server's Hidden Bottleneck

TempDB Under Pressure: The Architect's Guide to Diagnosing and Fixing SQL Server's Hidden Bottleneck

Executive Summary Data governance is no longer a passive, manual process of rule-making. In the era of petabyte-scale data lakes and stringent privacy regulations, it must be an active, automated

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Conversational Analytics: Building a Production-Ready Natural Language Query Engine for SQL with Semantic Kernel and .NET

Conversational Analytics: Building a Production-Ready Natural Language Query Engine for SQL with Semantic Kernel and .NET

1 The Dawn of Conversational Data: Beyond the Dashboard The promise of data-driven decision-making has always been tantalizing: a world where every team member, regardless of technical skill, can

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Semantic Kernel vs. LangChain.NET: An Architect's Guide to Choosing the Right AI Framework

Semantic Kernel vs. LangChain.NET: An Architect's Guide to Choosing the Right AI Framework

1 Executive Summary: The Architect’s TL;DR 1.1 Why This Matters Now: The Rise of Composable AI The AI landscape is shifting rapidly. Where yesterday’s architectures revolved around deploying

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Running AI On-Prem: A Practical Guide to Using Local LLMs (like Phi-3 & Llama 3) in .NET

Running AI On-Prem: A Practical Guide to Using Local LLMs (like Phi-3 & Llama 3) in .NET

Running AI On-Prem: A Practical Guide to Using Local LLMs (like Phi-3 & Llama 3) in .NET Abstract The rapid progress in Large Language Models (LLMs) has ushered in an era where AI is no longer

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Building with Azure OpenAI On Your Data: A Secure and Private Alternative to Public APIs

Building with Azure OpenAI On Your Data: A Secure and Private Alternative to Public APIs

1 Introduction: The New Frontier of Enterprise AI 1.1 The Generative AI Revolution: A Paradigm Shift in Artificial Intelligence The world of artificial intelligence has undergone a quiet but

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