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.

mikamboo

image: docker:stable

variables:
  DOCKER_DRIVER: overlay2
  CONTAINER_IMAGE: registry.gitlab.com/$CI_PROJECT_PATH
  STAGE_CONTAINER: dev
  PROD_CONTAINER: prod
  DEV_FOLDER: /path/to/repo/dev
  PROD_FOLDER: /path/to/repo/prod

JamieCurnow

/**
 * This Gist is part of a medium article - read here:
 * https://jamiecurnow.medium.com/using-firestore-with-typescript-65bd2a602945
 */

// import firstore (obviously)
import { firestore } from "firebase-admin"

// Import or define your types
// import { YourType } from '~/@types'

wilsonkhlam

IMAGE_NAME = "bento/ubuntu-16.04"
N = 2

Vagrant.configure("2") do |config|

    config.ssh.insert_key = false

    config.vm.provider "virtualbox" do |v|
        v.memory = 1024
        v.cpus = 2

ttwthomas

version: '3'
services:
  master:
    build:
      context: .
      dockerfile: ./master.Dockerfile
    working_dir: /root/playbooks
    volumes:
      - /c/repos/ansible/playbooks:/root/playbooks
      - /c/repos/ansible/config:/etc/ansible

steimntz

#!/bin/bash
# In honor of the remarkable Windson
#/bin/bash
namespace=$1

if [[ -z "$namespace" ]]; then
	echo "Use "$(basename "$0")" NAMESPACE";
	exit 1;
fi

angeloreale

image: docker:stable

variables:
  DOCKER_DRIVER: overlay2
  CONTAINER_IMAGE: registry.gitlab.com/$CI_PROJECT_PATH
  STAGE_CONTAINER: dev
  PROD_CONTAINER: prod
  DEV_FOLDER: /path/to/repo/dev
  PROD_FOLDER: /path/to/repo/prod

alexanmtz

class Auth {
  /**
   * Authenticate a user. Save a token string in Local Storage
   *
   * @param {string} token
   */
  /* eslint-disable no-undef */
  static authenticateUser (token) {
    localStorage.setItem('token', token)
  }

superseb

To expose UDP service via NGINX, you need four things:

• Add port definition to DaemonSet (by default it only exposes TCP/80 and TCP/443)
• Run your app
• Create a service exposing your app
• Add service definition to ConfigMap udp-services in the ingress-nginx namespace.

See https://github.com/kubernetes/ingress-nginx/blob/master/docs/user-guide/exposing-tcp-udp-services.md

Add port definition to DaemonSet

christianlacerda

import * as admin from 'firebase-admin';

import { Change, EventContext } from 'firebase-functions';
import { isEqual } from 'lodash';
import DocumentSnapshot = admin.firestore.DocumentSnapshot;
import FieldPath = admin.firestore.FieldPath;

const isEquivalent = (before: any, after: any) => {
  return before && typeof before.isEqual === 'function'
    ? before.isEqual(after)