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.

brytey2k

<?php

namespace App\Jobs;

use App\Models\GeneralExport;
use Storage;


class CreateGeneralExportFileJob implements ShouldQueue
{

cferdinandi

// Core assets
let coreAssets = [];

// On install, cache core assets
self.addEventListener('install', function (event) {

	// Cache core assets
	event.waitUntil(caches.open('app').then(function (cache) {
		for (let asset of coreAssets) {
			cache.add(new Request(asset));

Chocksy

<!-- Sentry.js Config -->
<script src="https://js.sentry-cdn.com/{{ENV['SENTRY_PUBLIC_DSN']}}.min.js" type="text/javascript"></script>
<script type="text/javascript">
  // custom functions to handle errors in JS.
  function handleRouteError(err) {
    Sentry.captureException(err);
  }

  function errorHandler(error, data, level) {
    level = level || 'info';

gjerokrsteski

echo '.env' >> .gitignore
git rm -r --cached .env
git add .gitignore
git commit -m 'untracking .env'
git push origin master

yyx990803

<template>
  <div id="demo">
    <h1>Latest Vue.js Commits</h1>
    <template v-for="branch in branches">
      <input type="radio"
        :id="branch"
        :value="branch"
        name="branch"
        v-model="currentBranch">
      <label :for="branch">{{ branch }}</label>

alekseybobkov

{
    "AWSTemplateFormatVersion": "2010-09-09",
    "Description": "October CMS demo infrastructure.",
    "Parameters": {
        "KeyName": {
            "Description": "Name of an existing EC2 KeyPair to enable SSH access to the instance",
            "Type": "AWS::EC2::KeyPair::KeyName",
            "ConstraintDescription": "must be the name of an existing EC2 KeyPair."
        },
        "StagingInstanceType": {

ramantehlan

Introduction

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• Write a short introduction to the project.
• If you are using badges, add them here.

📒 Index

• About
• Usage
• Installation

renoirtech

<?php
        use League\Csv\Writer;
        use League\Csv\Reader;
        use League\Csv\CannotInsertRecord;
        use Illuminate\Support\Facades\Storage;
        
        $now = now()->format('U');
        $fileName = "file-$now.csv";
        $storageInstance = Storage::disk('s3');

zzerjae

'use strict';

const querystring = require('querystring');
const aws = require('aws-sdk');
const s3 = new aws.S3({
  region: 'ap-northeast-2',
  signatureVersion: 'v4'
});
const sharp = require('sharp');