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.

AsciencioAlex

<?php 
date_default_timezone_set('Africa/Nairobi');
// set up db connection
include("connection.php")
$TenantTransactionId = $_GET["TransactionType"];
$SESSIONID = $_GET["SESSIONID"];
$SERVICECODE = $_GET["SERVICECODE"];
$ApplicationID = $_GET["ApplicationID"];
$USSD_string = $_GET["USSD_string"];

3n21c0

package main

import (
	"context"
	"flag"
	"fmt"
	"log"
	"net/http"
	"os"
	"os/signal"

karllhughes

version: "2"

services:
  web:
    image: karllhughes/php-fpm-mysql:latest
    restart: always
    links:
      - database
      - redis
    env_file:

bekarice

<?php
/**
 * Plugin Name: Filter WooCommerce Orders by Payment Method
 * Plugin URI: http://skyverge.com/
 * Description: Filters WooCommerce orders by the payment method used :)
 * Author: SkyVerge
 * Author URI: http://www.skyverge.com/
 * Version: 1.0.0
 * Text Domain: wc-filter-orders-by-payment
 *

daverockz

<?php
$ussdRequest = json_decode(@file_get_contents('php://input'));

$ussdResponse = new stdclass;

if ($ussdRequest != NULL)
switch ($ussdRequest->Type) {
	
	case 'Initiation':
		$ussdResponse->Message =

aagalic

<?php 

$ussdRequest = json_decode(@file_get_contents('php://input')); 

if($ussdRequest != NULL);

$ussdResponse = new stdClass; 

	switch($ussdRequest->Type){
	case "Initiation":

electerious

mime {
    .atom application/atom+xml
    .json application/json
    .map application/json
    .topojson application/json
    .jsonld application/ld+json
    .rss application/rss+xml
    .geojson application/vnd.geo+json
    .rdf application/xml
    .xml application/xml

abel-masila

<?php
/* Simple sample USSD registration application
 * USSD gateway that is being used is Africa's Talking USSD gateway
 */

// Print the response as plain text so that the gateway can read it
header('Content-type: text/plain');

/* local db configuration */
$dsn = 'mysql:dbname=dbname;host=127.0.0.1;'; //database name

andrejIka

PHP | Laravel | Web Scraping

Awesome PHP

A curated list of amazingly awesome PHP libraries, resources and shiny things.

Table of Contents

• Awesome PHP