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.

sebmarkbage

import { Component } from "React";

export var Enhance = ComposedComponent => class extends Component {
  constructor() {
    this.state = { data: null };
  }
  componentDidMount() {
    this.setState({ data: 'Hello' });
  }
  render() {

chrisjaure

<snippet>
  <content><![CDATA[
describe('${1:SuiteName}', function() {

	var scope, \$httpBackend, initController;

	beforeEach(function() {
		module('${2:ModuleName}', function(\$provide){
		
		});

bradmontgomery

Setting up a SSL Cert from Comodo

I use Namecheap.com as a registrar, and they resale SSL Certs from a number of other companies, including Comodo.

These are the steps I went through to set up an SSL cert.

Purchase the cert

retgef

<?php
/*
Plugin Name: Pug Bomb API Endpoint
Description: Adds an API endpoint at /api/pugs/$n_pugs
Version: 0.1
Author: Brian Fegter
Author URL: http://coderrr.com
*/

class Pugs_API_Endpoint{

marktheunissen

This playbook has been removed as it is now very outdated.

jondkinney

require "rubygems"
require "pivotal-tracker"
namespace :pt do

  desc "list avail pivotal tracker tix from which to create a git fea branch"
  task :list do
    def truncate_words(text, length = 5)
      return if text == nil
      words = text.split()
      words = words - %w(feature scenario for in on a an the of so that they be able to are it its with) #remove non critical words (experiment with this)

ccschmitz

# SnipMate is required to use snippets
# Download SnipMate: http://www.vim.org/scripts/script.php?script_id=2540
# Put this file in ~/.vim/snippets/ then restart vim
# This snippet file includes many useful snippets for CodeIgniter. Please feel free to fork and contribute!
snippet php
	<?php
	${1}
	?>
snippet ec
	echo "${1:string}"${2};