karpathy

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.

Neirda24

<?php

declare(strict_types=1);

namespace Utils\Rector\Rector;

use PhpParser\Comment\Doc;
use PhpParser\Node;
use PhpParser\Node\Stmt\Class_;
use PhpParser\Node\Expr\Array_;

lyrixx

<?php
<<<CONFIG
packages:
    - "symfony/finder: ~3.0"
    - "symfony/console: ~3.0"
CONFIG;

use Symfony\Component\Console\Application;
use Symfony\Component\Console\Input\InputArgument;
use Symfony\Component\Console\Input\InputInterface;

damienalexandre

<?php

namespace AppBundle\Tests;

use Doctrine\ORM\Tools\SchemaTool;
use Symfony\Bundle\FrameworkBundle\Test\KernelTestCase;

/**
 * Use Doctrine default entity manager and compare it's metadata to the actual database schema.
 *

paulirish

/* bling.js */
window.$ = document.querySelector.bind(document);
window.$$ = document.querySelectorAll.bind(document);
Node.prototype.on = window.on = function(name, fn) { this.addEventListener(name, fn); };
NodeList.prototype.__proto__ = Array.prototype;
NodeList.prototype.on = function(name, fn) { this.forEach((elem) => elem.on(name, fn)); };

dhoko

javascript:(function(){function doRequest(url,cb){cb=cb||function(){};var xhr=new XMLHttpRequest;var requestUrl=url;xhr.open("GET",requestUrl,true);xhr.onreadystatechange=function(){var status;var data;if(xhr.readyState==4){status=xhr.status;if(status==200){cb(JSON.parse(xhr.responseText))}}};xhr.send()}var body=["<style>ul {margin:0; padding:0; text-align:center} li { display: inline-block; vertical-align: top; list-style: none; background: #eee; margin: 2em; border: 1px solid rgb(217, 217, 217); width: 15%;}</style><ul><!--"];var figure='--><li><figure><img src="%img%" alt=""><figcaption><b>:%txt%:</b></figcaption></figure></li><!--';doRequest("https://api.github.com/emojis",function(data){for(var key in data){body.push(figure.replace("%txt%",key).replace("%img%",data[key]))}body.push("--></ul>");document.body.innerHTML=body.join("")});})();

tashian

checkout:
  post:
    - git submodule sync
    - git submodule update --init # use submodules
deployment:
  production:
    branch: production
    commands:
      - ./bin/heroku_deploy.sh yerdle:
          timeout: 300

chrisb

OS X 10.10 Guide

Here's what I did to get things working.

1. Install Xcode 6

Yep, over at: https://developer.apple.com

2. Install the Command Line Tools (CLT)

airportyh

JSConf Slides, Codes and Notes

These are all the JSConf 2014 slides, codes, and notes I was able to cull together from twitter. Thanks to the speakers who posted them and thanks to @chantastic for posting his wonderful notes.

Modular frontend with NPM - Jake Verbaten (@Raynos)

• tweet
• slides and code

cam8001

#!/bin/bash

# Downloads and applies a patch from Drupal.org.
if [ -z "$1" ] 
then
  echo "You need to supply a URL to a patch file."
  exit
fi

URL=$1;