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  • 12:18 (UTC -05:00)

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denisecase/README.md

Welcome

Example of Building an LLM AI System to Help with Pro-Analytics-01

  • pro-analytics-ai — illustrates how LLMs like ChatGPT work by creating an AI assistant trained on pro-analytics-01. It uses APIs (OpenAI/OpenRouter) to process user prompts and generate natural language responses, but all retrieval and context selection is performed locally based on the source repository text.
  • The AI assistant runs locally on a 2 TB SSD machine with 12/24 cores, using API calls (via a free OpenRouter API key).
  • The frontend is lightweight, but the backend uses a local retrieval pipeline (ChromaDB + sentence-transformers) that depends on large Python ML libraries, making it too heavy for serverless platforms like AWS Lambda and significant even for AWS EC2.
  • Even when calling external APIs (and not hosting full LLM models), generating embeddings and performing document retrieval requires a significant machine learning environment.
  • When we build a brain by indexing our own documents, the storage, memory, and processing requirements expand dramatically.

MandArt Web (powered by wasm)

Mandart Engine (Rust)

Applied Guides: Getting Started

Professional Analytics

Project Setup / Initialization / Standard Workflow

Apache Kafka / Spark Starter Template

Applied Machine Learning

Data Analytics Fundamentals

Streaming Data

Xcode 15 and GitHub

World Diabetes Day - November 14

World Diabetes Day (WDD) is the world’s largest diabetes awareness campaign reaching a global audience of over 1 billion people in over 160 countries. It is marked every year on 14 November, the birthday of Sir Frederick Banting, who co-discovered insulin along with Charles Best in 1922.

WDD was created in 1991 by International Diabetes Federation (IDF) and the World Health Organization and became an official United Nations Day in 2006 with the passage of United Nations Resolution 61/225.

Local

Smart Sales

MandArt

MandArt Supporting

A SwiftUI app for creating custom art with the Mandelbrot set.

MandArt

Machine Learning

Continuous Intelligence and Interactive Analytics

NW Diagnostics / Shared

Continuous Intelligence and Interactive Analytics

Northwoods

Professional Data Analytics

Common documenation for professional data analytics fundamentals and more.

NW Data Analytics

Background (More About tools, etc.)

Digital Forensics

World Quantum Day - April 14

Alexa Skills

Beginner-friendly - these skills are great for students to explore GitHub, open-source, and Alexa projects. Schedules can be updated with no coding experience - follow a link below and look in lambda/games.json to see how easy it is to update the schedule when a new season begins.

Skills to ask Alexa about upcoming local games in Ely Minnesota.

ArcDraw

Local Life

bear

Pinned Loading

  1. dfir-hash-1 dfir-hash-1 Public

    Run an executable downloaded from the Internet (is this a good idea?)

    PowerShell 1

  2. dfir-hash-2 dfir-hash-2 Public

    Run an executable downloaded from the Internet (is this a good idea?)

    PowerShell 1

  3. nw-network-data-analytics nw-network-data-analytics Public

    Network for those earning a NW Masters of Applied Data Science

    1 36