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Turning concepts into prototypes

Gilbert Seilheimer gseilheimer

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Turning concepts into prototypes
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LLM Wiki

A pattern for building personal knowledge bases using LLMs.

This is an idea file, it is designed to be copy pasted to your own LLM Agent (e.g. OpenAI Codex, Claude Code, OpenCode / Pi, or etc.). Its goal is to communicate the high level idea, but your agent will build out the specifics in collaboration with you.

The core idea

Most people's experience with LLMs and documents looks like RAG: you upload a collection of files, the LLM retrieves relevant chunks at query time, and generates an answer. This works, but the LLM is rediscovering knowledge from scratch on every question. There's no accumulation. Ask a subtle question that requires synthesizing five documents, and the LLM has to find and piece together the relevant fragments every time. Nothing is built up. NotebookLM, ChatGPT file uploads, and most RAG systems work this way.

@rossarioking
rossarioking / WindowsUpdatesByPassWSUS.ps1
Last active March 28, 2025 20:26
PowerShell Script to Bypass Local WSUS Server and Pull Updates Straight from the Internet. #PowerShell
# Stop the Windows Update service
Stop-Service -Name wuauserv
# Remove the registry key
Remove-Item HKLM:\Software\Policies\Microsoft\Windows\WindowsUpdate -Recurse
# Start the Windows Update service
Start-Service -name wuauserv
// create a bookmark and use this code as the URL, you can now toggle the css on/off
// thanks+credit: https://dev.to/gajus/my-favorite-css-hack-32g3
javascript: (function() {
var styleEl = document.getElementById('css-layout-hack');
if (styleEl) {
styleEl.remove();
return;
}
styleEl = document.createElement('style');
styleEl.id = 'css-layout-hack';
// create a bookmark and use this code as the URL, you can now toggle the css on/off
// thanks+credit: https://dev.to/gajus/my-favorite-css-hack-32g3
javascript: (function() {
var elements = document.body.getElementsByTagName('*');
var items = [];
for (var i = 0; i < elements.length; i++) {
if (elements[i].innerHTML.indexOf('* { background:#000!important;color:#0f0!important;outline:solid #f00 1px!important; background-color: rgba(255,0,0,.2) !important; }') != -1) {
items.push(elements[i]);
}
}
@hofmannsven
hofmannsven / readme.md
Last active November 2, 2022 14:56 — forked from gthln/gist:8401080
Install PHP Composer on Managed Hosting at Domainfactory.

Install Composer on Managed Hosting at Domainfactory

Step 1:

Log in to your Managed Hosting Server via SSH. Create your .bashrc:

touch .bashrc
@zaydek-old
zaydek-old / bookmark.min.js
Last active May 28, 2024 19:18
A *simple* CSS debugger. To use, bookmark "Debug CSS" at https://zaydek.github.io/debug.css. Learn more here https://medium.freecodecamp.org/88529aa5a6a3 and https://youtu.be/2QdzahteCCs?t=1m25s (starts at 1:25)
/* debug.css | MIT License | zaydek.github.com/debug.css */ if (!("is_debugging" in window)) { is_debugging = false; var debug_el = document.createElement("style"); debug_el.append(document.createTextNode(`*:not(g):not(path) { color: hsla(210, 100%, 100%, 0.9) !important; background: hsla(210, 100%, 50%, 0.5) !important; outline: solid 0.25rem hsla(210, 100%, 100%, 0.5) !important; box-shadow: none !important; filter: none !important; }`)); } function enable_debugger() { if (!is_debugging) { document.head.appendChild(debug_el); is_debugging = true; } } function disable_debugger() { if (is_debugging) { document.head.removeChild(debug_el); is_debugging = false; } } !is_debugging ? enable_debugger() : disable_debugger();
@staabm
staabm / navigation_iterator.php
Last active July 30, 2020 14:07
redaxo navigation iterator
<?php
/**
* Klasse zum Erstellen von Navigationen, v0.1.
*
* benötigt PHP7!
*
* @package redaxo\structure
*/
@Temmyhlee
Temmyhlee / functions.php
Created December 18, 2017 05:47
Security for WordPress, headers, Strict-Transport-Security
/*
* This file is just for WordPress security and thats about it
* Copy in functions.php
* Uses send_headers as opposed to wp_header so as to ensure it works even when the webiste is cached
*/
add_action('send_headers', function(){
// Enforce the use of HTTPS
header("Strict-Transport-Security: max-age=31536000; includeSubDomains");
// Prevent Clickjacking
@dergel
dergel / load_redaxo.php
Last active January 22, 2018 12:19
REDAXO Installer Datei
<?php
// info echo "REDAXO wurde bereits installiert"; exit;
error_reporting(E_ALL);
ini_set("display_errors",1);
$current_version_path = file_get_contents("http://www.redaxo.org/de/_system/_version/5/");
$install_path = './';
$install_file = $install_path.'redaxo.zip';
@jakebathman
jakebathman / jsonToCsv.php
Last active June 5, 2022 21:02 — forked from Kostanos/json-to-csv.php
A function to convert a JSON string (or a PHP array) to a CSV file or CSV string echoed to the browser
<?php
/*
*
* Based on (forked from) the work by https://gist.github.com/Kostanos
*
* This revision allows the PHP file to be included/required in another PHP file and called as a function, rather than focusing on command line usage.
*
* Convert JSON file to CSV and output it.
*
* JSON should be an array of objects, dictionaries with simple data structure