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.

fabiospampinato

:where(abbr), :where(address), :where(area), :where(article), :where(aside), :where(audio), :where(b), :where(base), :where(bdi), :where(bdo), :where(big), :where(blockquote), :where(body), :where(br), :where(caption), :where(cite), :where(code), :where(col), :where(colgroup), :where(data), :where(datalist), :where(dd), :where(del), :where(details), :where(dfn), :where(dialog), :where(dl), :where(dt), :where(em), :where(embed), :where(fieldset), :where(figcaption), :where(figure), :where(footer), :where(form), :where(h1), :where(h2), :where(h3), :where(h4), :where(h5), :where(h6), :where(head), :where(header), :where(hgroup), :where(hr), :where(i), :where(input), :where(ins), :where(kbd), :where(keygen), :where(label), :where(legend), :where(li), :where(link), :where(main), :where(map), :where(mark), :where(menu), :where(menuitem), :where(meta), :where(meter), :where(nav), :where(object), :where(ol), :where(optgroup), :where(option), :where(output), :where(param), :where(picture), :where(pre), :where(progress

markodenic

<a href="https://facebook.com/sharer/sharer.php?u={yourUrl}">
  Share on Facebook
</a>

<a href="https://twitter.com/intent/tweet/?text={yourText}&url={yourUrl}">
  Share on Twitter
</a>

<a href="https://www.tumblr.com/widgets/share/tool?posttype=link&title={yourTitle}&caption={yourUrl}&content={yourContent}&canonicalUrl={yourUrl}&shareSource=tumblr_share_button">
  Share on Tumblr

timplunkett

#!/bin/bash

# Use an environment variable to know which branch should be used.
if [ -z "$D8_UPSTREAM_BRANCH" ]; then
  echo "Missing the \$D8_UPSTREAM_BRANCH environment variable which must be set to something like '8.7.x'."
  exit 1
fi

current_branch=$(git symbolic-ref --short HEAD)
branch=${1:-${D8_UPSTREAM_BRANCH}}

RuZniki

<?php
/**
 * Implements template_preprocess_form().
 */
function TEMPLATE_preprocess_form(&$vars) {
  $vars['form']['actions']['reset'] = [
    '#type' => 'html_tag',
    '#tag' => 'input',
    '#attributes' => [
      'class' => 'button',

getmanzooronline

<?php
/** 
 * Truncates text.
 *
 * Cuts a string to the length of $length and replaces the last characters
 * with the ending if the text is longer than length.
 *
 * @param string $text String to truncate.
 * @param integer $length Length of returned string, including ellipsis.
 * @param string $ending Ending to be appended to the trimmed string.

rwohleb

# Fail2Ban action for reporting to badips.com
#
# Author: Robert Wohleb
#

[Definition]

# Option:  actionstart
# Notes.:  command executed once at the start of Fail2Ban.
# Values:  CMD

murtaugh

<figure class="quote">
	<blockquote>It is the unofficial force—the Baker Street irregulars.</blockquote>
</figure>