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## llm-wiki.md

      
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                rohitg00
                / llm-wiki.md
            
            
              Last active
              August 11, 2026 12:36
                — forked from karpathy/llm-wiki.md
            
              
                LLM Wiki v2 — extending Karpathy's LLM Wiki pattern with lessons from building agentmemory
              
          
    LLM Wiki v2

A pattern for building personal knowledge bases using LLMs. Extended with lessons from building agentmemory 20K+ Stars ⭐️, a persistent memory engine for AI coding agents.
This builds on Andrej Karpathy's original LLM Wiki idea file. Everything in the original still applies. This document adds what we learned running the pattern in production: what breaks at scale, what's missing, and what separates a wiki that stays useful from one that rots.
What the original gets right

The core insight is correct: stop re-deriving, start compiling. RAG retrieves and forgets. A wiki accumulates and compounds. The three-layer architecture (raw sources, wiki, schema) works. The operations (ingest, query, lint) cover the basics. If you haven't read the original, start there.

  
## FPS-Booster-World-of-Warcraft
Hello

## Unicode.md

      
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              40 stars
            
          
                gornostal
                / Unicode.md
            
            
              Created
              November 22, 2015 10:15
            
              
                Python 2.7. Unicode Errors Simply Explained
              
          
    Python 2.7. Unicode Errors Simply Explained


I know I'm late with this article for about 5 years or so, but people are still using Python 2.x, so this subject is relevant I think.

Some facts first:

Unicode is an international encoding standard for use with different languages and scripts
In python-2.x, there are two types that deal with text.

str is an 8-bit string.


unicode is for strings of unicode code points.


## Data Science CheatSheet.md

      
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                pourmand1376
                / Data Science CheatSheet.md
            
            
              Last active
              August 11, 2026 12:31
            
              
                Pandas, Numpy, Python Cheatsheet
              
          
    Link to source
Intro

I assembled a super quick cheatsheet of the most common Pandas, Numpy and Python tasks I tend to do. Let me know if I missed anything important in the comments below!
If you like this kernel, please give it an upvote. Thank you! :)

Table of Contents

1  Data Structures1.1  Lists[]1.1.1  List Comprehensions - (do.. for)

  
## ugreen_truenas_led.md

      
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                Kerryliu
                / ugreen_truenas_led.md
            
            
              Last active
              August 11, 2026 12:28
            
              
                TrueNAS UGREEN DXP4800 Plus Status LED Guide
              
          
    UGREEN DXP4800 Plus TrueNAS Status LED Guide


The following is a quick guide on getting basic status LED functionality working with TrueNAS running on the UGREEN DXP4800 Plus.  Theoretically, it should work on all models (with some small revisions to the script), but I only have a DXP4800 Plus. :)
This guide is for cron job that runs a script to update the LEDs every couple minutes, but I'm sure the following can be modified for blinky LEDs as well.
Steps:


## Mb-M2-resources.md

      
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              17 stars
            
          
                molotovbliss
                / Mb-M2-resources.md
            
            
              Created
              March 19, 2018 17:29
            
              
                Magento2 Resources List; Needing a place to keep a list of all the tools/references used during Magento development.
              
          
    M2 DEV LINKS

Needing a place to keep a list of all the tools/references used during Magento development.

OFFICIAL MAGENTO REPOS AROUND M2


https://github.com/magento/magento2 Mothership
https://github.com/magento/magento2-sample-data Sample Data
https://github.com/magento/data-migration-tool M1-to-M2 Data Migration


## ua-cities.json
[
    {
        "name": "Украина",
        "regions": [
            {
                "name": "Автономная Республика Крым",
                "cities": [
                    {
                        "name": "Алупка",
                        "lat": "44.4197222",

## limits-of-understanding
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>LIMITS OF UNDERSTANDING — an atlas of what we know</title>
<link rel="preconnect" href="https://fonts.googleapis.com">
<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
<link href="https://fonts.googleapis.com/css2?family=Space+Grotesk:wght@400;500;600;700&family=Inter:wght@400;500;600&family=IBM+Plex+Mono:wght@400;500;600&display=swap" rel="stylesheet">
<style>

## windows-keys.md

      
              1 file
            
          
              351 forks
            
          
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              972 stars
            
          
                rvrsh3ll
                / windows-keys.md
            
            
              Created
              February 18, 2024 22:44
            
              
                Windows Product Keys
              
          
    NOTE

These are NOT product / license keys that are valid for Windows activation.

These keys only select the edition of Windows to install during setup, but they do not activate or license the installation.
Index


Windows 11
RTM Generic Keys


## clean.sh
#!/usr/bin/env bash
# Ubuntu Server or VM Cleaner. Safe by default; aggressive when asked.
# Example safe:       sudo ./clean.sh
# Example aggressive: sudo JOURNAL_DAYS=3 AGGRESSIVE=1 ./clean.sh
# Enable Docker image prune (images only): sudo ./clean.sh --docker-images
# Tested on Ubuntu 20.04, 22.04, 24.04 (server/VM images).

set -Eeuo pipefail
trap 'rc=$?; echo "Error on line $LINENO: $BASH_COMMAND (exit $rc)"; exit $rc' ERR
IFS=$'\n\t'
	[
	{
	"name": "Украина",
	"regions": [
	{
	"name": "Автономная Республика Крым",
	"cities": [
	{
	"name": "Алупка",
	"lat": "44.4197222",
	<!DOCTYPE html>
	<html lang="en">
	<head>
	<meta charset="UTF-8">
	<meta name="viewport" content="width=device-width, initial-scale=1.0">
	<title>LIMITS OF UNDERSTANDING — an atlas of what we know</title>
	<link rel="preconnect" href="https://fonts.googleapis.com">
	<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
	<link href="https://fonts.googleapis.com/css2?family=Space+Grotesk:wght@400;500;600;700&family=Inter:wght@400;500;600&family=IBM+Plex+Mono:wght@400;500;600&display=swap" rel="stylesheet">
	<style>
	#!/usr/bin/env bash
	# Ubuntu Server or VM Cleaner. Safe by default; aggressive when asked.
	# Example safe: sudo ./clean.sh
	# Example aggressive: sudo JOURNAL_DAYS=3 AGGRESSIVE=1 ./clean.sh
	# Enable Docker image prune (images only): sudo ./clean.sh --docker-images
	# Tested on Ubuntu 20.04, 22.04, 24.04 (server/VM images).

	set -Eeuo pipefail
	trap 'rc=$?; echo "Error on line $LINENO: $BASH_COMMAND (exit $rc)"; exit $rc' ERR
	IFS=$'\n\t'