Park, Beom-Jun junaexp

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.

#Kali Linux on Acer Aspire Switch ##The problem What's the problem with this tablet? Why can't I just insert the USB and mash F12 until it boots? The tablet is made to run Windows 8.1 and Windows 8.1 only. Because of the stupidity that is UEFI (specifically it's "Safe boot" feature) we can't just boot from any USB stick we want. Also, because someone thought putting a 32-bit UEFI on a 64-bit system was a good idea.

NOTE: This guide focuses on installing Kali alongside Windows. If you're trying to replace Windows, then I assume you know enough about Linux to know which parts to change.

##Requirements Before you start, there's a few things you need:

Ubuntu on Acer Aspire Switch

The problem

What's the problem with this tablet? Why can't I just insert the USB and mash F12 until it boots? The tablet is made to run Windows 8.1 and Windows 8.1 only. Some absolute genius at Acer decided to put a 32-bit UEFI on a 64-bit system, which no reasonable Linux distro supports out-of-the-box.

NOTE: This guide focuses on installing Ubuntu alongside Windows. If you're trying to replace Windows, then I assume you know enough about Linux to know which parts to change.

What works:

Keyboard

	package main

	import (
	"bufio"
	"fmt"
	"io"
	"os/exec"
	)

	func main() {

	#!/bin/bash
	## Install PageSpeed on Debian 8/9 and Ubuntu 16.04 64Bits
	## https://www.howtoforge.com/tutorial/how-to-install-nginx-and-google-pagespeed-on-ubuntu-16-04/
	## http://nginx.org/en/linux_packages.html
	## https://www.modpagespeed.com/doc/build_ngx_pagespeed_from_source
	## https://developers.google.com/speed/pagespeed/module/
	## Debian ISO: https://cdimage.debian.org/cdimage/archive/8.9.0/amd64/iso-cd/
	## No Link abaixo tem o pacote do Nginx para o Debian 8 64Bits
	## https://github.com/jniltinho/ispconfig/tree/master/packages/debian/jessie
	## Run as root (sudo su)

	package main

	/**
	* @website http://albulescu.ro
	* @author Cosmin Albulescu <cosmin@albulescu.ro>
	*/

	import (
	"bytes"
	"fmt"

	NPS_VERSION=1.10.33.6
	NGINX_VERSION=1.9.12

	# update
	sudo apt-get update
	sudo apt-get install build-essential zlib1g-dev libpcre3 libpcre3-dev unzip git

	# Next, we have to satisfy all the dependencies needed to run Nginx. For this purpose run the command:
	sudo apt-get build-dep nginx

	<?xml version="1.0" encoding="UTF-8"?>
	<configuration>
	<system.webServer>
	<rewrite>
	<rules>
	<rule name="Index">
	<match url="^(.*)$" />
	<conditions>
	<add input="{REQUEST_FILENAME}" matchType="IsFile" negate="true" />
	<add input="{REQUEST_FILENAME}" matchType="IsDirectory" negate="true" />

	{
	"require": {
	"illuminate/database": "5.0.28",
	"illuminate/events": "5.0.28",
	}
	}

	package main

	import (
	"fmt"
	"log"
	"os/exec"
	"runtime"
	)

	type Worker struct {