Sueaty

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.

Sueaty

@objc private func keyboardWillShow(_ notification: Notification) {
  guard let userInfo = notification.userInfo,
        let keyboardFrame = userInfo[UIResponder.keyboardFrameEndUserInfoKey] as? CGRect else {
            return
        }
  let keyboardHeight = keyboardFrame.height
  if contentTextView.isFirstResponder {
    bottomConstraint.constant = keyboardHeight + 10
  }

Sueaty

// Dismiss Keyboard : endEditing(_:)
override func touchesBegan(_ touches: Set<UITouch>, with event: UIEvent?) {
   view.endEditing(true)
}

// Dismiss Keyboard : resignFirstResponder()
override func touchesBegan(_ touches: Set<UITouch>, with event: UIEvent?) {
   var foundFirstResponder: Bool = false
   for subview in view.subviews where !foundFirstResponder {

Sueaty

class HTTPResponseStatusCode {
    let code: Int
    let text: String?
    lazy var description: () -> String = {
        if let text = self.text {
            return "\(self.code) : \(text)"
        } else {
            return "\(self.code) : Success"
        }

Sueaty

class Person {
    let name: String
    init(name: String) {
        self.name = name
        print("\(name) : initialized")
    }
    var car: Car?
    deinit {
        print("\(name) : deinitialized")
    }

Sueaty

import UIKit

class SceneDelegate: UIResponder, UIWindowSceneDelegate {

    var window: UIWindow?
    var user: User?

    func scene(_ scene: UIScene, willConnectTo session: UISceneSession, options connectionOptions: UIScene.ConnectionOptions) {
        guard let _ = (scene as? UIWindowScene) else { return }
        let userIsActive = checkForActiveUserInfo()

Sueaty

import UIKit

class ViewController: UIViewController {

    // MARK:- View Lifecycle
    override func loadView() {
        super.loadView()
        print("Main loadView called")
    }
    

Sueaty

class Card {
    enum Symbol: String, CaseIterable {
        case spades = "♠️", hearts = "♥️", diamonds = "♦️", clubs = "♣️", joker = "🃏"
    }

    enum Rank: Int, CaseIterable {
        case A = 1, two, three, four, five, six, seven, eight, nine, ten, J, Q, K
    }
    
    private let symbol: Symbol