In this post we’re going to talk about GraphRag — one of the techniques we can use to add knowledge to the context of a large language model prompt. We'll go through the concepts, theory, and end with a video walk-through of a fully functional full-stack GraphRAG application.
In this video, we walk through how to build a complete end-to-end image vectorization and similarity search system using modern AI tools, multimodal LLMs, and GPU-powered infrastructure.
In this deep-dive video, I’ll walk through the full workflow of LoRA fine-tuning the Phi-4-Mini-Instruct model to improve natural-language-to-SQL accuracy. The demonstration runs on an NVIDIA DGX Spark, but the methods apply to any CUDA-based environment.
In this video, we break down the three types of Agentic AI patterns—Chat Agents, Workflow Agents, and Autonomous Agents—and show you how to implement each one using Microsoft’s Azure AI Foundry Agent Framework.
In this hands-on walkthrough, I’ll show you how to set up Open WebUI with OpenAI’s GPT-OSS-20B — a 20-billion-parameter open model — running locally inside Docker.
I recently added a DGX Spark to my lab and have been putting it through its paces. In this video, I'll unpack what the DGX Spark actually is, why NVIDIA built it, and who it’s really for (and who it isn’t for).
I’ve been experimenting with OpenAI’s new Atlas browser, and today I’m going to share some of the things I’ve been doing with it, my thoughts about Atlas, and whether I plan to switch to Atlas and use it as my default way to experience the Internet.
This video is a a quick walk-through showing how to add Entra authentication using an MSAL OAuth flow to a Streamlit application.
This post walks through integrations configures and coding to add Fabric Semantic Model query to a custom web app built with React and Typescript.