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.

karpathy

"""
The most atomic way to train and run inference for a GPT in pure, dependency-free Python.
This file is the complete algorithm.
Everything else is just efficiency.

@karpathy
"""

import os       # os.path.exists
import math     # math.log, math.exp

OXY2DEV

🔰 A beginners guide to create custom cmdline

Ever wanted to know how noice creates the cmdline or wanted your own one?

No one? Guess it's just me 🥲.

Anyway, this post is a simple tutorial for creating a basic cmdline in neovim.

scottTomaszewski

/*
This DataviewJS View helps to add functionality to a Dataview Table.
THIS IS A BETA RELEASE - there are bugs and its not feature-complete
Version: v0.6.0

Given a Dataview Query, this view will
- Execute the query
- Extract the headers/columns of the result
- Render filters to adjust the Dataview table results
- Render the table results, filtering and re-rendering on filter changes

serpro69

let pages = dv.pages('#daylog');

// Loop through pages
for (let p of pages) {
  let noteText = await dv.io.load(p.file.path);

  // define headers to look for
  const headers = ["🧭 Personal", "💻 Work"];

  headers.map((header) => {

AnubisNekhet

This Snippet has been moved

Please use this snippet instead.

selfire1

2022

Daily Journaling

const dayInMonth = moment().format("D");
const currentMonth = moment().format("M");
var i = 1;
while (currentMonth > i) {
    var entries = entriesSum(i);
    var max = daysInMonth(i);
    var perc = entries + "/" + max;

Signynt

title	Pathologie Vorlesung
allDay	false
startTime	29700
endTime	35100
date	2022-04-05

[!info]+

• type:: Vorlesung

Signynt

/* Cards snippet for Obsidian
author: @kepano
Support my work:
https://github.com/sponsors/kepano
modified by @signynt for the Primary theme */

:root {
  --cards-min-width:180px;
  --cards-max-width:1fr;
  --cards-mobile-width:120px;

ScottKillen

/* Obsidian snippet to style output of pdf exports
 */

@media print {

  /* set your preferred fonts here.
   */

  :root {
    --body-font-family: "Newsreader Text", TimesNewRoman, "Times New Roman", Times, Baskerville, Georgia, serif;