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.

awcodes

<?php

namespace App\Forms\Components;

use Filament\Forms\Components\Group;

class BlockSettings extends Group
{
    protected string $view = 'filament.forms.components.block-settings';

AAbosham

<?php
namespace App\Filament\Resources\Trip;

//...

class PlaceResource extends Resource
{
    public static function table(Table $table): Table
    {
        return $table

GarrettWeinberg

import { registerBlockType } from '@wordpress/blocks';
import { __ } from '@wordpress/i18n';
import { InspectorControls } from "@wordpress/block-editor";
import { PanelBody, SelectControl } from "@wordpress/components";

registerBlockType( 'create-block/better-latest-posts', {
	title: __( 'Better Latest Posts', 'create-block' ),
	description: __(
		'Example block written with ESNext standard and JSX support – build step required.',

seezee

<?php
/**
 * Support for WEBP.
 *
 * @package myplugin
 */

// Security.
if ( ! defined( 'ABSPATH' ) ) {
	die( 'Sorry, you are not allowed to access this page directly.' );

salcode

<?php
/**
 * Plugin Name:     WP CLI Test Stop Emails
 * Plugin URI:      https://github.com/salcode/stop-emails/issues/15
 * Description:     Test plugin for <a href="https://github.com/salcode/stop-emails/issues/15">Issue 15</a>
 * Author:          Sal Ferrarello
 * Author URI:      https://salferrarello.com/
 * Text Domain:     wp-cli-test-stop-emails
 * Domain Path:     /languages
 * Version:         0.1.0

a7madgamal

FINALLY no need for tricks!

bonus tip: for more darkness > https://darkreader.org/

salcode

# -----------------------------------------------------------------
# .gitignore for WordPress @salcode
# ver 20180808
#
# From the root of your project run
# curl -O https://gist.githubusercontent.com/salcode/b515f520d3f8207ecd04/raw/.gitignore
# to download this file
#
# By default all files are ignored.  You'll need to whitelist
# any mu-plugins, plugins, or themes you want to include in the repo.

salcode

<?php
add_action( 'the_content', 'test_add_query_arg_output' );

function test_add_query_arg_output( $content ) {
	return add_query_arg(
		array(
			'var_key' => 'key_value',
			'another_var' => 'My Value'
		),
		home_url()

aaronbrazell

<?php
/*
Plugin Name: AB Duplicate Blog
Author: Aaron Brazell
Version: 1.0-beta
Description: Duplicate a WordPress Multisite blog into a new one, transferring options, taxonomies, etc
*/

class AB_Duplicate_Blog {