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.

chonamdoo / YouTubeHelper.java

Created March 22, 2018 04:45 — forked from jvanderwee/YouTubeHelper.java

Extract video id from YouTube url in java

	import com.google.inject.Singleton;

	import java.util.regex.Matcher;
	import java.util.regex.Pattern;

	@Singleton
	public class YouTubeHelper {

	final String youTubeUrlRegEx = "^(https?)?(://)?(www.)?(m.)?((youtube.com)\|(youtu.be))/";
	final String[] videoIdRegex = { "\\?vi?=([^&])","watch\\?.v=([^&])", "(?:embed\|vi?)/([^/?])", "^([A-Za-z0-9\\-]*)"};

chonamdoo / BottomNavigationBehavior.kt

Created March 20, 2018 01:24 — forked from ValCanBuild/BottomNavigationBehavior.kt

Full code of a BottomNavigationBehavior which hides itself on scroll and handles Snackbars. https://medium.com/@ValCanBuild/scroll-your-bottom-navigation-view-away-with-10-lines-of-code-346f1ed40e9e

	class BottomNavigationBehavior<V : View>(context: Context, attrs: AttributeSet) :
	CoordinatorLayout.Behavior<V>(context, attrs) {

	override fun layoutDependsOn(parent: CoordinatorLayout?, child: V, dependency: View?): Boolean {
	if (dependency is Snackbar.SnackbarLayout) {
	updateSnackbar(child, dependency)
	}
	return super.layoutDependsOn(parent, child, dependency)
	}

chonamdoo / Preferences.kt

Created August 24, 2017 06:38 — forked from wispborne/Preferences.kt

Android SharedPreferences helper class for Kotlin. Easy-to-use delegated properties, automatic database creation, and listening for property changes.


	import android.content.Context
	import android.content.SharedPreferences
	import kotlin.reflect.KProperty

	/**
	* Represents a single [SharedPreferences] file.
	*
	* Usage:
	*

chonamdoo / AccountAuthenticator.java

Created June 25, 2017 07:33 — forked from burgalon/AccountAuthenticator.java

Implementing OAuth2 with AccountManager, Retrofit and Dagger

	public class AccountAuthenticator extends AbstractAccountAuthenticator {

	private final Context context;
	@Inject @ClientId String clientId;
	@Inject @ClientSecret String clientSecret;
	@Inject ApiService apiService;

	public AccountAuthenticator(Context context) {
	super(context);

chonamdoo / isNotificationEnabled.java

Created May 23, 2017 01:56 — forked from pbakondy/isNotificationEnabled.java

Cordova - Push Notifications - Android - How to check notifications are disabled for the application?

	// Cordova - Push Notifications - Android
	// How to check notifications are disabled for the application?

	// Works on Andoid 4.4+ (KitKat)
	// Otherwise returns 'true'

	// original:
	// http://stackoverflow.com/questions/11649151/

	public class NotificationsUtils {

chonamdoo / CrashlyticsTree.java

Created December 29, 2016 07:21 — forked from wickedev/CrashlyticsTree.java

	package com.novonetworks.eng.core.util;

	/*
	* Created by orange on 2016-12-29.
	*/

	import android.util.Log;

	import com.crashlytics.android.Crashlytics;

chonamdoo / permissions.txt

Created October 10, 2016 09:18 — forked from Arinerron/permissions.txt

A list of all Android permissions...

	android.permission.ACCESS_ALL_DOWNLOADS
	android.permission.ACCESS_BLUETOOTH_SHARE
	android.permission.ACCESS_CACHE_FILESYSTEM
	android.permission.ACCESS_CHECKIN_PROPERTIES
	android.permission.ACCESS_CONTENT_PROVIDERS_EXTERNALLY
	android.permission.ACCESS_DOWNLOAD_MANAGER
	android.permission.ACCESS_DOWNLOAD_MANAGER_ADVANCED
	android.permission.ACCESS_DRM_CERTIFICATES
	android.permission.ACCESS_EPHEMERAL_APPS
	android.permission.ACCESS_FM_RADIO

chonamdoo / keep_adb.sh

Created September 30, 2016 03:16 — forked from drcarter/keep_adb.sh

adb 연결이 끊기는거 방지 script.

	#!/bin/bash

	function monitor_adb () {
	adb start-server
	echo "[$(date)] adb started"

	while [ "$(adb shell echo 1)" ]; do sleep 5; done

	echo "[$(date)] adb is broken, restarting"

chonamdoo / FlymeUtils.java

Created May 30, 2016 05:08 — forked from joinAero/FlymeUtils.java

Android - Helper for 3rd party roms: Flyme & MIUI.

	package cc.cubone.turbo.core.rom;

	import android.os.Build;
	import android.view.Window;
	import android.view.WindowManager;

	import java.lang.reflect.Field;
	import java.lang.reflect.Method;

	/**

chonamdoo chonamdoo

LLM Wiki

The core idea