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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.

What forces layout / reflow

All of the below properties or methods, when requested/called in JavaScript, will trigger the browser to synchronously calculate the style and layout*. This is also called reflow or layout thrashing, and is common performance bottleneck.

Generally, all APIs that synchronously provide layout metrics will trigger forced reflow / layout. Read on for additional cases and details.

Element APIs

Getting box metrics

elem.offsetLeft, elem.offsetTop, elem.offsetWidth, elem.offsetHeight, elem.offsetParent

2015-01-29 Unofficial Relay FAQ

Compilation of questions and answers about Relay from React.js Conf.

Disclaimer: I work on Relay at Facebook. Relay is a complex system on which we're iterating aggressively. I'll do my best here to provide accurate, useful answers, but the details are subject to change. I may also be wrong. Feedback and additional questions are welcome.

What is Relay?

Relay is a new framework from Facebook that provides data-fetching functionality for React applications. It was announced at React.js Conf (January 2015).

The introduction to Reactive Programming you've been missing

(by @andrestaltz)

This tutorial as a series of videos

If you prefer to watch video tutorials with live-coding, then check out this series I recorded with the same contents as in this article: Egghead.io - Introduction to Reactive Programming.

An ongoing project to catalogue all of these sneaky, hidden, bleeding edge selectors as I prepare my JSConf EU 2012 talk.

Everything is broken up by tag, but within each the selectors aren't particularly ordered.

I have not tested/verified all of these. Have I missed some or got it wrong? Let me know. - A

A friendly reminder that you may need to set this property on your target/selected element to get the styling results you want:

-webkit-appearance:none;

Tips for jQuery Mobile Bug Patching

Requirements:

PHP Web Server

Some common ones:

	{
	"countries": [
	{
	"country": "Afghanistan",
	"states": ["Badakhshan", "Badghis", "Baghlan", "Balkh", "Bamian", "Daykondi", "Farah", "Faryab", "Ghazni", "Ghowr", "Helmand", "Herat", "Jowzjan", "Kabul", "Kandahar", "Kapisa", "Khost", "Konar", "Kondoz", "Laghman", "Lowgar", "Nangarhar", "Nimruz", "Nurestan", "Oruzgan", "Paktia", "Paktika", "Panjshir", "Parvan", "Samangan", "Sar-e Pol", "Takhar", "Vardak", "Zabol"]
	},
	{
	"country": "Albania",
	"states": ["Berat", "Dibres", "Durres", "Elbasan", "Fier", "Gjirokastre", "Korce", "Kukes", "Lezhe", "Shkoder", "Tirane", "Vlore"]
	},

	// browserify
	var browserify = require('browserify');
	var es6ify = require('es6ify');
	// gulp stuff
	var gulp = require('gulp');
	var livereload = require('gulp-livereload');
	var source = require('vinyl-source-stream');
	var jshint = require('gulp-jshint');
	var livereload = require('gulp-livereload');
	var watch = require('gulp-watch');

	#!/bin/sh

	###
	# SOME COMMANDS WILL NOT WORK ON macOS (Sierra or newer)
	# For Sierra or newer, see https://github.com/mathiasbynens/dotfiles/blob/master/.macos
	###

	# Alot of these configs have been taken from the various places
	# on the web, most from here
	# https://github.com/mathiasbynens/dotfiles/blob/5b3c8418ed42d93af2e647dc9d122f25cc034871/.osx

	// Lists of countries with ISO 3166 codes, presented in various formats.
	// Last Updated: July 30, 2020

	// If you're using PHP, I suggest checking out:
	// https://github.com/thephpleague/iso3166
	// or Laravel: https://github.com/squirephp/squire
	//
	// JS developers can check out:
	// https://www.npmjs.com/package/iso3166-2-db
	//