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.

marco79cgn

let country = "de"; // replace with 'at' for shops in Austria
let storeId = 251;
let param = args.widgetParameter;
if (param != null && param.length > 0) {
  if (param.indexOf(";") > 0) {
    const paramSplit = param.split(";");
    storeId = paramSplit[0];
    country = paramSplit[1].toLowerCase();
  } else {
    storeId = param;

marcusraitner

// Variables used by Scriptable.
// These must be at the very top of the file. Do not edit.
// icon-color: deep-gray; icon-glyph: magic;
// Licence: GNU GENERAL PUBLIC LICENSE, Version 3, 29 June 2007
// Author: Marcus Raitner (https://fuehrung-erfahren.de)
// Source: https://github.com/marcusraitner/COVID-19-Dashboard
// ## Changelog
// * 1.0.1: Correction of layout of label for covid-beds
// * 1.0.2: Bug-Fix for Saar-Pfalz-Kreis (using GEN instead of county for join)
// * 1.0.3: Bug-Fix for Landsberg a. Lech (now using both GEN and county)

thorstenleidl

const version = 'v1.5'

const cacheMinutes = 60 // 60 min
const today = new Date();
let result
let widget = new ListWidget()
widget.setPadding(10, 15, 10, 10)


await getNumbers()

mstoeb2s

// Variables used by Scriptable.
// These must be at the very top of the file. Do not edit.
// icon-color: teal; icon-glyph: magic;

/*Wähle das Bundesland
0 Baden-Würtemberg
1 Bayern
2 Brandenburg
3 Berlin
4 Bremen

marco79cgn

// Version 1.3.0 
// 27.11.2021
//
// Variables used by Scriptable.
// These must be at the very top of the file. Do not edit.
// icon-color: red; icon-glyph: notes-medical;
// Mit Caching und Fallback
const cacheMinutes = 60; // 60 min
const today = new Date();
const neededTotalVaccinations = 83200000;

MatzeKitt

// Variables used by Scriptable.
// These must be at the very top of the file. Do not edit.
// icon-color: deep-gray; icon-glyph: magic;
// Licence: Robert Koch-Institut (RKI), dl-de/by-2-0
//

// -------------
// Configuration
// -------------

Keyes

// Licence: juliankern.com; CC BY 3.0 DE
const C = { layout: 'simple' };
(async () => new Function(await new Request('https://cdn.jsdelivr.net/gh/Keyes/its-beds-widget/widget.min.js').loadString())(C))();

malakka

// Licence: Robert Koch-Institut (RKI), dl-de/by-2-0
const newCasesApiUrl = `https://services7.arcgis.com/mOBPykOjAyBO2ZKk/arcgis/rest/services/RKI_COVID19/FeatureServer/0/query?f=json&where=NeuerFall%20IN(1%2C%20-1)&returnGeometry=false&spatialRel=esriSpatialRelIntersects&outFields=*&outStatistics=%5B%7B%22statisticType%22%3A%22sum%22%2C%22onStatisticField%22%3A%22AnzahlFall%22%2C%22outStatisticFieldName%22%3A%22value%22%7D%5D&resultType=standard&cacheHint=true`;

const incidenceUrl = (location) => `https://services7.arcgis.com/mOBPykOjAyBO2ZKk/arcgis/rest/services/RKI_Landkreisdaten/FeatureServer/0/query?where=1%3D1&outFields=GEN,last_update,cases,cases7_per_100k&geometry=${location.longitude.toFixed(3)}%2C${location.latitude.toFixed(3)}&geometryType=esriGeometryPoint&inSR=4326&spatialRel=esriSpatialRelWithin&returnGeometry=false&outSR=4326&f=json`

const saveIncidenceLatLon = (location) => {
 let fm = FileManager.iCloud()
 let path = fm.joinPath(fm.documentsDirectory(), "covid19latlon.json")
 fm.writeStrin

MK-2001

// Licence: Robert Koch-Institut (RKI), dl-de/by-2-0
const apiUrl = (location) => `https://services7.arcgis.com/mOBPykOjAyBO2ZKk/arcgis/rest/services/RKI_Landkreisdaten/FeatureServer/0/query?where=1%3D1&outFields=GEN,cases7_per_100k,cases_per_100k,BL,cases7_bl_per_100k&geometry=${location.longitude.toFixed(3)}%2C${location.latitude.toFixed(3)}&geometryType=esriGeometryPoint&inSR=4326&spatialRel=esriSpatialRelWithin&returnGeometry=false&outSR=4326&f=json`

let widget = await createWidget()
if (!config.runsInWidget) {
  await widget.presentSmall()
}

Script.setWidget(widget)
Script.complete()