adamcodes716

Posted by | September 26, 2025
Getting Started with DSPy

In the day job, I have seen a surprising uptick in the number of OCR-type projects that are coming to us.   I had been using document intelligence to mine the...

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Posted by | September 13, 2025
DEMO: MLOps using MLFlow

I made this demo earlier in the year while I was making an MLOps pipeline for a client.   I thought it would be fun to automate my movie review recommender...

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Posted by | September 12, 2025
Course: The AI Agents, Automation and Agentic Workflows Guide Part 1

I've been using agents and tools for a while now, but I really haven't gotten into advanced scenarios that would require a workflow. Course: https://netrix.udemy.com/course/ai-agents-part-1/learn/lecture/51336861#overview Course Repo: My notes: https://docs.google.com/document/d/1pv2xTE9eEXLA_YVA-1A4kX44ttvzZ_Hn9EcGa1-GuO4/edit?usp=sharing

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Posted by | September 1, 2025
Course: AI Engineer Roadmap

I have a few resources that I follow in order to stay up on the latest advancements in AI.  I have been following Zazencodes for a while, and I have...

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Posted by | July 31, 2025
The New LLM Server is Here!

As you might know, I have a server affectionately known as HAL that serves as the backbone for everything that goes on in my home and in my development.   I...

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Posted by | July 28, 2025
DEMO: Accessing Big Data using Natural Language (update: now working with Fabric as well)

It happens all of the time:   you need to get at a piece of data that lives in some data store.  Maybe it is last month's sales numbers, or you...

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Posted by | July 11, 2025
Deploying MCP Servers to Cloudflare

I have been using Cloudflare for a while to expose my local apps to the internet.  In recent months, they created an offering that allows users to host MCP Servers...

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Posted by | July 10, 2025
MCP Server – Local (also, FastMCP)

I originally started with a FastMCP course, but that seemed a bit much.  The MCP part of it is actually pretty easy, so I thought I would do that quickly...

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Posted by | June 8, 2025
LIVE DEMO: Movie Recommender System

As you may know, watching (and reviewing!) movies is one of my favorite things to do.  A while back I had made a local movie recommender script that I had...

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Posted by | June 4, 2025
MCP Crash Course

I have been eagerly looking forward to adding this to my toolbox. Udemy course: https://netrix.udemy.com/course/model-context-protocol My notes: https://docs.google.com/document/d/1awACmckTk4gm7Ei65pHUg6dTXUwEw9tt7rtGLpodmMo/edit?usp=sharing

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