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.

levelsio

<?php

// Karen Bot by @levelsio 
//
// ask Claude Code or Cursor to adapt it to your city
// mine is for Lisbon in Portuguese but it should work with any city and any language!
// save it as council.php and add a Nginx route /council on your server to use it
// make sure to add /council?key= and set a key below to use it privately
// 
// more info: https://x.com/levelsio/status/2009011216132526407?s=20

levelsio

# 2023-11-27 MIT LICENSE

Here's the open source version of my ChatGPT game MonkeyIslandAmsterdam.com.

It's an unofficial image+text-based adventure game edition of Monkey Island in Amsterdam, my home town.

Please use it however you want. It'd be nice to see more ChatGPT-based games appear from this. If you get inspired by it, please link back to my X https://x.com/levelsio or this Gist so more people can do the same!

Send me your ChatGPT text adventure game on X, I'd love to try it!

ynagatomo

//
//  ContentView.swift
//  coremlsd2test
//
//  Created by Yasuhito Nagatomo on 2022/12/03.
//
//  A sample code using Apple/ml-stable-diffusion library.
//  Preparation:
//  1. convert the PyTorch Stable-Diffusion v2 model to coreml models using Apple's tools.
//  2. import the coreml models into the iOS project.

ryanflorence

import invariant from "tiny-invariant";

class AmalgoBox extends HTMLElement {
  get input() {
    return this.querySelector("input") as HTMLInputElement;
  }

  get button() {
    return this.querySelector("button") as HTMLButtonElement;
  }

jordansinger

import SwiftUI
import PlaygroundSupport

struct Sunset: View {
    @State var backgroundColor = Color.blue 
    @State var sunSetted = false
    let sunGradient = [Color.yellow, Color.orange]
    let moonGradient = [Color.gray, Color.black]
    @State var alignment = Alignment.top
    

agmm

// Backend
import formidable from 'formidable';

export const config = {
  api: {
    bodyParser: false,
  },
};

export default async (req, res) => {

mlipscombe

add_action('graphql_register_types', function() {
        $post_types = WPGraphQL::$allowed_post_types;
        if (!empty($post_types) && is_array($post_types)) {
                foreach($post_types as $post_type) {
                        $post_type_object = get_post_type_object($post_type);
                        register_graphql_field($post_type_object->graphql_single_name, 'styledContent', [
                                'type' => 'String',
                                'description' => __('The styled elementor content of the page', 'cottontailpress-headless'),
                                'resolve' => function($post) {
                                        $content = '';

nithinkashyapn

import React, { Component } from "react";
import axios from "axios";
import * as config from "../config.json";
import _ from "lodash";
import { StatusBar } from "@uppy/react";
import { DragDrop } from "@uppy/react";
import "@uppy/core/dist/style.css";
import "@uppy/drag-drop/dist/style.css";
import "@uppy/status-bar/dist/style.css";
import "./s3uploadComponent.css";

Ifmr24

import React, { useState, useEffect } from 'react';

export default () => {
    // Definimos los estados
    const [name, setName] = useState(String)
    const [count, setCount] = useState(Number)

    // Los estados definidos se pueden usar dentro de otras funciones
    function obtenerName(){
        console.log(name)