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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.

@gottalovelattes
gottalovelattes / Instagram CSS Gradient BG
Created February 27, 2017 00:19
Instagram CSS gradient background
background: #f09433;
background: -moz-linear-gradient(45deg, #f09433 0%, #e6683c 25%, #dc2743 50%, #cc2366 75%, #bc1888 100%);
background: -webkit-linear-gradient(45deg, #f09433 0%,#e6683c 25%,#dc2743 50%,#cc2366 75%,#bc1888 100%);
background: linear-gradient(45deg, #f09433 0%,#e6683c 25%,#dc2743 50%,#cc2366 75%,#bc1888 100%);
filter: progid:DXImageTransform.Microsoft.gradient( startColorstr='#f09433', endColorstr='#bc1888',GradientType=1 );
}
@magnetikonline
magnetikonline / README.md
Last active March 13, 2026 00:36
List all Git repository objects by size.

List all Git repository objects by size

Summary

Bash script which will:

  • Iterate all commits made within a Git repository.
@MoOx
MoOx / isDblTouchTap.js
Last active April 30, 2023 19:28
Double touch tap workaround for React based on onTouchTap (react-tap-event-plugin)
const dblTouchTapMaxDelay = 300
let latestTouchTap = {
time: 0,
target: null,
}
export default function isDblTouchTap(event) {
const touchTap = {
time: new Date().getTime(),
target: event.currentTarget,
@remojansen
remojansen / class_decorator.ts
Last active January 17, 2026 16:35
TypeScript Decorators Examples
function logClass(target: any) {
// save a reference to the original constructor
var original = target;
// a utility function to generate instances of a class
function construct(constructor, args) {
var c : any = function () {
return constructor.apply(this, args);
}
@kottenator
kottenator / simple-pagination.js
Created July 13, 2015 20:44
Simple pagination algorithm
// Implementation in ES6
function pagination(c, m) {
var current = c,
last = m,
delta = 2,
left = current - delta,
right = current + delta + 1,
range = [],
rangeWithDots = [],
l;
@stefansundin
stefansundin / install-pre-commit.sh
Last active December 6, 2025 05:41
Git pre-commit check to stop accidental commits to master/main/develop branches.
#!/bin/bash
# This gist contains pre-commit hooks to prevent you from commiting bad code or to the wrong branch.
# There are six variants that I have built:
# - pre-commit: stops commits to master/main/develop branches.
# - pre-commit-2: also includes a core.whitespace check.
# - pre-commit-3: the core.whitespace check and an EOF-newline-check.
# - pre-commit-4: only the core.whitespace check.
# - pre-commit-5: elixir formatting check.
# - pre-commit-6: prettier formatting check.
# Set the desired version like this before proceeding:
@scottmcarthur
scottmcarthur / app.ts
Last active August 15, 2019 12:39
How to use AngularJS ng.resource.IResource with TypeScript.
/// <reference path="angular.d.ts" />
/// <reference path="angular-resource.d.ts" />
interface IEmployee extends ng.resource.IResource<IEmployee>
{
id: number;
firstName : string;
lastName : string;
}
interface IEmployeeResource extends ng.resource.IResourceClass<IEmployee>
@thomseddon
thomseddon / gist:3511330
Last active February 16, 2026 02:22
AngularJS byte format filter
app.filter('bytes', function() {
return function(bytes, precision) {
if (isNaN(parseFloat(bytes)) || !isFinite(bytes)) return '-';
if (typeof precision === 'undefined') precision = 1;
var units = ['bytes', 'kB', 'MB', 'GB', 'TB', 'PB'],
number = Math.floor(Math.log(bytes) / Math.log(1024));
return (bytes / Math.pow(1024, Math.floor(number))).toFixed(precision) + ' ' + units[number];
}
});
@paulirish
paulirish / rAF.js
Last active January 6, 2026 14:22
requestAnimationFrame polyfill
// http://paulirish.com/2011/requestanimationframe-for-smart-animating/
// http://my.opera.com/emoller/blog/2011/12/20/requestanimationframe-for-smart-er-animating
// requestAnimationFrame polyfill by Erik Möller. fixes from Paul Irish and Tino Zijdel
// MIT license
(function() {
var lastTime = 0;
var vendors = ['ms', 'moz', 'webkit', 'o'];