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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.

Prolog

Google Chrome Developers says:

The new WOFF 2.0 Web Font compression format offers a 30% average gain over WOFF 1.0 (up to 50%+ in some cases). WOFF 2.0 is available since Chrome 36 and Opera 23.

Some examples of file size differences: WOFF vs. WOFF2

TTF to WOFF2 converting

http://www.fontsquirrel.com/tools/webfont-generator

rage-quit support for bash

HOW TO INSTALL

Put flip somewhere in your $PATH and chmod a+x it.

Copy fuck into ~/.bashrc.

Gradle tab completion script for Bash

A tab completion script that works for Bash. Relies on the BSD md5 command on Mac and md5sum on Linux, so as long as you have one of those two commands, this should work.

Usage

$ gradle [TAB]

Better local require() paths for Node.js

Problem

When the directory structure of your Node.js application (not library!) has some depth, you end up with a lot of annoying relative paths in your require calls like:

const Article = require('../../../../app/models/article');

Those suck for maintenance and they're ugly.

Possible solutions

New features in PHP 5.5

This is only a summary. For a full list of changes see the NEWS file.

Feature	RFC / announcement	Author

Bundled ZendOptimizer+ as OPcache	https://wiki.php.net/rfc/optimizerplus	zeev

	import java.io.FileDescriptor;
	import java.io.FileOutputStream;
	import java.io.IOException;
	import java.io.OutputStream;
	import java.io.PrintStream;

	public class HelloWorld{
	private static HelloWorld instance;
	public static void main(String[] args){
	instantiateHelloWorldMainClassAndRun();

	<!-- For non-Retina iPhone, iPod Touch, and Android 2.1+ devices: -->
	<link rel="apple-touch-icon-precomposed" href="apple-touch-icon-precomposed.png">

	<!-- For the iPad mini and the first- and second-generation iPad on iOS ≤ 6: -->
	<link rel="apple-touch-icon-precomposed" sizes="72x72" href="apple-touch-icon-72x72-precomposed.png">

	<!-- For the iPad mini and the first- and second-generation iPad on iOS ≥ 7: -->
	<link rel="apple-touch-icon-precomposed" sizes="76x76" href="apple-touch-icon-76x76-precomposed.png">

	<!-- For iPhone with high-resolution Retina display running iOS ≤ 6: -->

	<?php

	namespace Aptoma;

	use Silex\Application;
	use Symfony\Component\HttpFoundation\Request;
	use Symfony\Component\HttpKernel\Exception\HttpException;

	/**
	* JsonErrorHandler is able to capture exceptions and do smart stuff with them.

	public class JSInvocable {
	private final Invocable invocable;
	private final Object object;

	private JSInvocable(Invocable invocable, Object object) {
	this.invocable = invocable;
	this.object = object;
	}

	public String invoke(String method, Object...args) {