Eohyung Lee leoh0

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.

Electron apps

Slide deck frameworks supporting Markdown source

	#!/bin/bash
	interfaces=( $(netstat -in \| egrep 'utun\d .*\d+\.\d+\.\d+\.\d+' \| cut -d ' ' -f 1) )
	rulefile="rules.tmp"
	echo "" > $rulefile
	sudo pfctl -a com.apple/tun -F nat
	for i in "${interfaces[@]}"
	do
	RULE="nat on ${i} proto {tcp, udp, icmp} from 192.168.64.0/24 to any -> ${i}"
	echo $RULE >> $rulefile
	done

	#!/bin/sh
	# Launch a Pod ab-using a hostPath mount to land on a Kubernetes node cluster as root
	# without requiring `privileged: true`, in particular can abuse `DenyExecOnPrivileged`
	# admission controller.
	# Pod command in turn runs a privileged container using node's /var/run/docker.sock.
	#
	# Tweaked for PKS nodes, which run their docker stuff from different
	# /var/vcap/... paths
	node=${1}
	case "${node}" in

	# 1. First of all of course get Manjaro:
	https://manjaro.org/get-manjaro/

	# I recommend using Etcher to copy the image to your USB:
	https://etcher.io/

	# 2. Before installing make sure:
	# - Secure boot is disabled in BIOS
	# - Your SSD, HDD or NVME drive is set to AHCI instead of RAID
	# - Fastboot should be on Auto or minimal, but this shouldn't matter to much

	#!/usr/bin/env bash
	#
	# Author: Stefan Buck
	# License: MIT
	# https://gist.github.com/stefanbuck/ce788fee19ab6eb0b4447a85fc99f447
	#
	#
	# This script accepts the following parameters:
	#
	# * owner

	#!/bin/sh
	genpasswd() {
	local l=$1
	[ "$l" == "" ] && l=16
	cat /dev/urandom \| LC_CTYPE=C tr -dc A-Za-z0-9_ \| head -c ${l}
	echo
	}

	genpasswd "$@"

	# vim: ft=sh:ts=4:sw=4:autoindent:expandtab:
	# Author: Avishai Ish-Shalom <avishai@fewbytes.com>

	SED=sed

	# first argument set the command level
	_get_knife_completions() {
	n=$1
	shift
	# first argument is knife, so shift it

	# TODO throwing error:
	# Cannot find a resource for to_ary on ubuntu version 12.04

	require 'set'

	file "/root/chef_resources-#{node.name}.json" do
	resource_clxn = Chef::ResourceCollection.new
	run_context.resource_collection.each do \|r\|
	next if r.class.to_s == 'Chef::Resource::NodeMetadata'
	r = r.dup