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  • Document Intelligence with Azure Functions: A Practical Implementation

    calendar Mar 19, 2025 · 8 min read  ·
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    Recently, I wrote about a system I created that automatically classifies SharePoint documents, but only briefly touched on the most important part—the Azure Function that does all the heavy lifting.

    This post walks through the technical part of this document processing engine and demos how to build an Azure Function …


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  • Automating Document Classification in SharePoint with Power Platform and AI

    calendar Mar 18, 2025 · 8 min read  ·
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    Getting users to enter metadata is THE challenge when managing SharePoint document libraries. The moment we set up custom columns for proper document classification, we create a burden for our users who just want to upload files and move on. As an on-again/off-again SharePoint dev, I find metadata super useful but even …
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  • Asking Bigger Questions: Remote LLMs for Automation Engineers

    calendar Mar 16, 2025 · 17 min read  ·
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    If you read my post on asking tiny questions, you're already familiar with how structured output turns LLMs into pretty reliable data processors. We saw how requesting boolean responses or specific JSON formats made local LLMs actually useful for automation tasks.

    In this article, we're taking that same structured …


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  • AI Integration for PowerShell Developers: Getting Started with PSOpenAI and GitHub Models

    calendar Mar 15, 2025 · 10 min read  ·
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    For the longest time, I thought AI would never apply to me as a developer. I don't excel at math, and AI is pretty much all math. But then I realized that I don't need to understand the math to use AI effectively - there's plenty of applied intelligence that's directly relevant to what I do every day with PowerShell. …
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  • AI Automation with AI Toolkit for VS Code and GitHub Models: A Visual Guide

    calendar Mar 14, 2025 · 7 min read  ·
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    This is the first installment in a series of posts that show actually useful use-cases for AI in automation. Most of the content will revolve around "structured output," which is basically JSON-formatted AI output. You'll learn more about structured output in-depth later on, but in this post, I wanted to give …
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Chrissy LeMaire

SQL & PowerShell MVP. GitHub Star. Creator of dbatools. Need to oil my knees.

GenAI book

Buy now at manning.com for 45% off with code gaipbl45

AI Integration Series

  • Automation with AI Toolkit + GH Models
  • Getting Started with AI for PowerShell
  • Asking Tiny Questions: Local LLMs
  • Local Models Demystified
  • Asking Bigger Questions: Remote LLMs
  • PDF Text to SQL Data with OpenAI
  • Document Classification in SharePoint
  • Azure Functions Doc Parser

dbatools book

Now available in bookstores and amazon 🥳 Buy it at manning.com for 50% off with code bldbatools50

dbatools

dbatools is an awesome PowerShell module that helps you migrate entire instances with a single command, plus a whole lot more.

available from dbatools.io and github

dbachecks

dbachecks validates SQL Server environments using crowdsourced DBA checklists and outputs to Power BI and is available on github.com 📊

Find me

Find me on Bluesky

recent posts

  • Document Intelligence with Azure Functions: A Practical Implementation
  • Automating Document Classification in SharePoint with Power Platform and AI
  • Asking Bigger Questions: Remote LLMs for Automation Engineers
  • AI Integration for PowerShell Developers: Getting Started with PSOpenAI and GitHub Models
  • AI Automation with AI Toolkit for VS Code and GitHub Models: A Visual Guide
  • Asking Tiny Questions: Local LLMs for PowerShell Devs
  • Local models mildly demystified
  • Let's talk about anti-AI slop: my plead for schools to teach AI literacy

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