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.

chriseidhof

//
//  ContentView.swift
//  AnimationTimingCurve
//
//  Created by Chris Eidhof on 25.09.19.
//  Copyright © 2019 Chris Eidhof. All rights reserved.
//

import SwiftUI

mrharel

const callerMap = {};

function getCaller(error) {
    if (error && error.stack) {
        const lines = error.stack.split('\n');
        if (lines.length > 2) {
            let match = lines[2].match(/at ([a-zA-Z\-_$.]+) (.*)/);
            if (match) {
                return {
                    name: match[1].replace(/^Proxy\./, ''),

kuyazee

/*

This script is meant to be used with a Google Sheets spreadsheet. When you edit a cell containing a
valid CSS hexadecimal colour code (like #000 or #000000), the background colour will be changed to
that colour and the font colour will be changed to the inverse colour for readability.

To use this script in a Google Sheets spreadsheet:
1. go to Tools » Script Editor » Spreadsheet;
2. erase everything in the text editor;
3. change the title to "Set colour preview on edit";

oliveratgithub

{
	"emojis": [
		{"emoji": "👩‍👩‍👧‍👧", "name": "family: woman, woman, girl, girl", "shortname": ":woman_woman_girl_girl:", "unicode": "1F469 200D 1F469 200D 1F467 200D 1F467", "html": "👩‍👩‍👧‍👧", "category": "People & Body (family)", "order": ""},
		{"emoji": "👩‍👩‍👧‍👦", "name": "family: woman, woman, girl, boy", "shortname": ":woman_woman_girl_boy:", "unicode": "1F469 200D 1F469 200D 1F467 200D 1F466", "html": "👩‍👩‍👧‍👦", "category": "People & Body (family)", "order": ""},
		{"emoji": "👩‍👩‍👦‍👦", "name": "family: woman, woman, boy, boy", "shortname": ":woman_woman_boy_boy:", "unicode": "1F469 200D 1F469 200D 1F466 200D 1F466", "html": "👩‍👩‍👦‍👦", "category": "People & Body (family)", "order": ""},
		{"emoji": "👨‍👩‍👧‍👧", "name": "family: man, woman, girl, girl", "shortname": ":man_woman_girl_girl:", "unicode": "1F468 200D 1F469 200D 1F467 200D 1F467", "html": "👨‍👩&z

hasanbayatme

using System.Collections;
using System.Collections.Generic;
using UnityEngine;

public class DrawLine : MonoBehaviour
{

	[SerializeField]
	protected LineRenderer m_LineRenderer;
	[SerializeField]

dvtng

function withLinkAnalytics(mapPropsToData, WrappedComponent) {
  class LinkAnalyticsWrapper extends React.Component {
    componentDidMount() {
      ReactDOM.findDOMNode(this).addEventListener('click', this.onClick);
    }

    componentWillUnmount() {
      ReactDOM.findDOMNode(this).removeEventListener('click', this.onClick);
    }

mrcthms

// import this to check each of the component's PropTypes against
import PropTypes from 'prop-types';

// helper method to determine whether a propType method is a particular PropType validator
const isCorrectPropType = (method, propType) =>
  method === PropTypes[propType] || method === PropTypes[propType].isRequired;

// helper method to determine whether a prop is required or not - if it is required,
// it'll be equal to the .isRequired method on the propType.
const isPropTypeRequired = (method, propType) => method === PropTypes[propType].isRequired;

paularmstrong

import hoistStatics from 'hoist-non-react-statics';
import React from 'react';

/**
 * Allows two animation frames to complete to allow other components to update
 * and re-render before mounting and rendering an expensive `WrappedComponent`.
 */
export default function deferComponentRender(WrappedComponent) {
  class DeferredRenderWrapper extends React.Component {
    constructor(props, context) {

dmnsgn

A non-exhaustive list of WebGL and WebGPU frameworks and libraries. It is mostly for learning purposes as some of the libraries listed are wip/outdated/not maintained anymore.

Engines and libraries ⚙️

Name	Stars	Last Commit	Description
three.js	![GitH