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.

victormattosvm

<?php

/**
 * This code disables the Captcha verification when using WPGraphQL or WP REST API
 * It fixes the "anr_error" issue.
 *
 * Put this code in your functions.php
 */
add_action(
	'rest_api_init',

Yiannis128

#!/usr/bin/env python3

# Licence: GPLV3

import requests
from bs4 import BeautifulSoup as soup
from sys import argv as argv
from time import sleep

def get_channel_id(url):

timba64

<?php

function sendWithPhpMailer($subject, $body, $reply) {
    require(ABSPATH . WPINC . '/class-phpmailer.php');
    require(ABSPATH . WPINC . '/class-smtp.php');

    // date_default_timezone_set( 'America/Sao_Paulo' );

    $blogname = wp_strip_all_tags( trim( get_option( 'blogname' ) ) );
    $smtpHost = wp_strip_all_tags( trim( get_option( 'smtp_host' ) ) );

ilayshp

import c4d

def main():
    global vecoutp
    obj = doc.GetActiveObject()
    tag = doc.GetActiveTag()
    if not tag:
        tag = c4d.BaseTag(c4d.Texpresso)
        obj.InsertTag(tag)
        

gr4ph0s

# coding: utf-8
"""
A GeUserArea Exemple for display multiple content.
Hardly based on https://github.com/NiklasRosenstein/c4d-2048 from Niklas
"""

__author__ = 'Adam Maxime - Graphos <gr4ph0s(at)hotmail.fr>'
__version__ = '1.0'

import c4d

martinapugliese

# Copyright (C) 2016 Martina Pugliese

from boto3 import resource
from boto3.dynamodb.conditions import Key

# The boto3 dynamoDB resource
dynamodb_resource = resource('dynamodb')


def get_table_metadata(table_name):

donovankeith

"""ObjectBrowser
Based on: https://developers.maxon.net/?p=439"""

# ====== IMPORTS ====== #

import c4d


# ====== GLOBALS ====== #

parijatmishra

#!/usr/bin/env python
# ddb_lsi_example: A sample program to show how to use Local Secondary Indexes
# in DynamoDB, using Python and boto3.
#
# Copyright 2016 Parijat Mishra
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#    http://www.apache.org/licenses/LICENSE-2.0

internetimagery

# Copy animation crudely to a file and back

import c4d
import c4d.gui as gui
import c4d.storage as storage
import json
import urllib
import os.path
import datetime
import platform