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.

RafaelWO

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# Check if user is logged in
if ! aws sts get-caller-identity &> /dev/null; then
  echo "ERROR: Seems like your SSO session is invalid. Please run"
  printf "\n  $ aws sso login\n\n"
  echo "before you run the script."
  exit 1

kepano

javascript: Promise.all([import('https://unpkg.com/turndown@6.0.0?module'), import('https://unpkg.com/@tehshrike/readability@0.2.0'), ]).then(async ([{
    default: Turndown
}, {
    default: Readability
}]) => {

  /* Optional vault name */
  const vault = "";

  /* Optional folder name such as "Clippings/" */

xnau

<?php

/**
 * Plugin Name: PDB Record Delete Switch
 * Description: Gives users the ability to delete their own record
 * Version: 1.3
 */
class PDb_Record_Delete_Switch {

  /**

rolfn

Automatische Backups auf Online-Speicher mit »Restic«

Das Programm »Restic« ist ein modernes Backup-Programm, welches als Speicherort sowohl lokale Verzeichnisse als auch per Netzwerk erreichbare Speicher (Online-Speicher) nutzen kann. Der Autor von »Restic« zeigt in anschaulicher Weise in zwei Videos viele Details zur Arbeitsweise seines Programms: »FOSDEM 2015« (2015-01-28) und »CCCCologne« (2016-01-29).

Im Folgenden soll gezeigt werden, wie man unter Linux automatische Backups mit »Restic« einrichten kann. Als Speicherort wird per WebDAV-Protokoll erreichbarer Online-Speicher genutzt. Sinngemäß können die Hinweise aber auch auf andere Netzwerkprotokolle übertragen werden. Getestet wurde unter »openSUSE« und »Linux Mint« (»Ubuntu«), wobei aber auch alle anderen systemd-basierten Linux-Distributionen in derselben Art oder mit geringfügigen Änderungen geeignet sind.

Installati

Chaser324

Whether you're trying to give back to the open source community or collaborating on your own projects, knowing how to properly fork and generate pull requests is essential. Unfortunately, it's quite easy to make mistakes or not know what you should do when you're initially learning the process. I know that I certainly had considerable initial trouble with it, and I found a lot of the information on GitHub and around the internet to be rather piecemeal and incomplete - part of the process described here, another there, common hangups in a different place, and so on.

In an attempt to coallate this information for myself and others, this short tutorial is what I've found to be fairly standard procedure for creating a fork, doing your work, issuing a pull request, and merging that pull request back into the original project.

Creating a Fork

Just head over to the GitHub page and click the "Fork" button. It's just that simple. Once you've done that, you can use your favorite git client to clone your repo or j