adamcodes716

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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Posted by | June 1, 2025
Supercharge AI with Knowledge Graphs: RAG System Mastery

The vast, vast majority of my RAG work has been with unstructured data.  I wanted to mix in some structured data so I took this course. Udemy course:  https://www.udemy.com/course/knowledge-graphs-rag My...

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Posted by | May 22, 2025
Sales Forecasting with Visualization

It occurred to me that I sometimes fall into the trap that many data scientists fall into:  I love data and making models, but at the end of the day,...

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Posted by | March 30, 2025
Master Vector Database with Python for AI & LLM Use Cases

The world of vectorization has changed a lot in the last 12 months so I wanted a refresher.  Udemy course:  https://udemy.com/course/vector-db/learn/lecture/39280376#overview My notes: https://docs.google.com/document/d/1EGY4LhKSwXBXrE2cTFz4dZ5KTiZ7d8LlyvM14NFMoqQ/edit?usp=sharing      

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Posted by | March 26, 2025
2025 Bootcamp: Generative AI, LLM Apps, AI Agents, Cursor AI

Part of the reason that I love to take these courses (even if the content is review) is to see the different ways to accomplish a task.  Udemy course:  https://udemy.com/course/bootcamp-generative-artificial-intelligence-and-llm-app-development...

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Posted by | March 25, 2025
All of AI: ChatGPT, Midjourney, Stable Diffusion and App Dev

Part of the reason that I love to take these courses (even if the content is review) is to see the different ways to accomplish a task.  Udemy course:  https://udemy.com/course/all-of-ai-chatgpt-midjourney-stable-diffusion-app-dev/...

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Posted by | March 12, 2025
RAG, AI Agents and Generative AI with Python and OpenAI 2025

While I have been working with RAG, agents and generative AI for a while, I wanted to get into the more advanced topics in this area.  This is an advanced...

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