mukhortov

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.

mukhortov

// ! deno run -A shuffle.ts
// Shuffle and group lines in a text file.
// Groups are created by adding two newlines between each group.

const filename = 'items.txt'

const txt = Deno.readTextFileSync(filename)

const nonEmpty = (i: string) => i.trim() !== ''

mukhortov

/* usbreset -- send a USB port reset to a USB device
 *
 * Compile using: gcc -o usbreset usbreset.c
 *
 * */

#include <stdio.h>
#include <unistd.h>
#include <fcntl.h>
#include <errno.h>

mukhortov

#!/bin/bash
#
# Automatically update Cloudflare DNS record when the server IP has changed.
#
# 1. Update params below
#
# 2. Add execute permissions:
#   chmod +x ./update-dns-record.sh
#
# 3. To run every hour with cron edit crontab file:

mukhortov

Migrate GitHub issues with comments and labels to Jira

Set up the environment

1. Instal Deno. It's a secure runtime for JavaScript and TypeScript.
2. Generate a personal access token for GitHub. And save it to ~/.github-oauth. You can use the following command to save it:

   echo generated_github_personal_access_token_goes_here > ~/.github-oauth

mukhortov

{
  "extends": ["tslint:recommended", "tslint-react", "tslint-config-prettier"],
  "rules": {
    "object-literal-sort-keys": false,
    "ordered-imports": false,
    "interface-name": false
  },
  "linterOptions": {
    "exclude": ["config/**/*.js", "node_modules/**/*.ts"]
  }

mukhortov

#!/bin/bash

#
# Remap section sign key (§) to ESC 
#
# 0x700000064 - section sign (§) key below ESC
# 0x700000029 - ESC
#
# https://developer.apple.com/library/content/technotes/tn2450/_index.html
#

mukhortov

const timerFormatter = (secs: number): string => {
	const secondsInDay = 60 * 60 * 24
	const secondsInHour = 60 * 60
	const secondsInMinute = 60
	const hoursInDay = 24

	const days = Math.floor(secs / secondsInDay)
	const hours = Math.floor((secs / secondsInHour) % hoursInDay).toString().padStart(2, 0)
	const minutes = Math.floor((secs / secondsInMinute) % secondsInMinute).toString().padStart(2, 0)
	const seconds = (secs % secondsInMinute).toString().padStart(2, 0)

mukhortov

//
//  UIViewController+VisibleViewController.swift
//

import Foundation

extension UIViewController {
	func currentlyDisplayedViewController() -> UIViewController? {
		if isKind(of: UINavigationController.self) {
			let navigationController = self as! UINavigationController

mukhortov

//
//  VisibilityToggler+UIView.swift
//

private var associatedPropertyHeight: CGFloat = 0
private var associatedPropertyWidth: CGFloat = 0

extension UIView {

	fileprivate var visibilityConstraintIdentifier: String { return "UIVisibilityGenerated" }