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.

fkino

                eval(
               %w( put
             s(([   2*7,
            2*31     ,1,3
           *3*5       ,2*2
          *2*2          *3].
         map{            |c|c
        .to_          s(5*7
       ).gs        ub("1    ","
      \s")      .upca        se}.

madhavajay

# VERSION 1.0.4
# Author: @madhavajay
# This currently works for iOS and watchOS in the Simulator and Devices

# Changes
# Using ${TOOLCHAIN} in two places now
# Added double quotes " around paths
# Fixed watchOS Issues

# Instructions iOS

ryanolsonk

noeldelgado

// var GH = ['#EEEEEE', '#D6E685', '#8CC665', '#44A340', '#1E6823']; /* previous GH colors */
var GH = ['#EBEDF0', '#C6E48B', '#7BC96F', '#239A3B', '#196127'];
var CO = ['#EF4B4D', '#F89B47', '#FAEA20', '#7DC242', '#5D94CE', '#855CA7'];

var graph = document.getElementsByClassName('js-calendar-graph-svg')[0];
var days = [].slice.call(graph.getElementsByTagName('rect'), 0);

days.forEach(function(rect) {
    switch(rect.getAttribute('fill').toUpperCase()) {
        case GH[0]: rect.setAttribute('fill', CO[2]); break; // yellow

stigi

//  Created by Ullrich Schäfer on 16/08/14.


// Bitmasks are a bit tricky in swift
// See http://natecook.com/blog/2014/07/swift-options-bitmask-generator/

//enum LogFlag: Int32 {
//    case Error   = 0b1
//    case Warn    = 0b10
//    case Info    = 0b100

flenter

box: wercker/php
# Build definition
build:
  # The steps that will be executed on build
  steps:
    # A custom script s tep, name value is used in the UI
    # and the code value contains the command that get executed
    - script:
        name: echo php information
        code: |

jordelver

zsh file renaming using zmv

Load the zmv function, best place is in ~/.zshrc

autoload zmv

Rename files using regex captures

Take filenames likes image0001.jpg and rename to 0001.jpg

kwatch

$!    raise された例外オブジェクト
$"    require で読み込まれたファイルの配列
$#
$$    現在のプロセス ID
$%
$&    正規表現にマッチした箇所の文字列
$'    正規表現にマッチした箇所より後ろの文字列
$(
$)
$*    Ruby スクリプトに指定された引数。ARGV と同じ

btoone

Introduction

An introduction to curl using GitHub's API.

The Basics

Makes a basic GET request to the specifed URI

curl https://api.github.com/users/caspyin