Michael Rozumyanskiy MichaelRocks

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.

DNS:

IPv4 Addr	IPv6 Addr	ASn	Political Region	Loc	Svc	Org
8.8.8.8	2001:4860:4860::8888	AS15169	US	Worldwide (Anycast)	Google Public DNS	Google
8.8.4.4	2001:4860:4860::8844	AS15169	US	Worldwide (Anycast)	Google Public DNS	Google
1.1.1.1	2606:4700:4700::1111	AS13335	US	Worldwide (Anycast)	Cloudflare-DNS	Cloudflare/APNIC
1.0.0.1	2606:4700:4700::1001	AS13335	US	Worldwide (Anycast)	Cloudflare-DNS	Cloudflare/APNIC
95.85.95.85	2a03:90c0:999d::1	AS199524	EU	*W

If you are annoyed that "Sources for Android 26" are not yet available via SDK manager, this might be for you:

Collect source files

mkdir android-sdk-source-build
cd android-sdk-source-build

mkdir -p frameworks/base

Exporting your 2FA tokens from Authy to transfer them into another 2FA application

IMPORTANT - Update regarding deprecation of Authy desktop apps

Past August 2024, Authy stopped supported the desktop version of their apps:
See Authy is shutting down its desktop app | The 2FA app Authy will only be available on Android and iOS starting in August for details.

And indeed, after a while, Authy changed something in their backend which now prevents the old desktop app from logging in. If you are already logged in, then you are in luck, and you can follow the instructions below to export your tokens.

If you are not logged in anymore, but can find a backup of the necessary files, then restore those files, and re-install Authy 2.2.3 following the instructions below, and it should work as expected.

	import android.util.Log
	import androidx.compose.runtime.Composable
	import androidx.compose.runtime.currentComposer
	import androidx.compose.runtime.remember
	import androidx.compose.ui.unit.IntBounds
	import androidx.ui.tooling.CallGroup
	import androidx.ui.tooling.Group
	import androidx.ui.tooling.NodeGroup
	import androidx.ui.tooling.asTree

	public class DragSelectionItemTouchListener extends LongPressItemTouchListener implements RecyclerView.OnItemTouchListener {
	private RecyclerView.ViewHolder mPreviousViewHolder;
	private Rect mHitRect = new Rect();
	private List<RecyclerView.ViewHolder> mRangeSelection = new ArrayList<>();


	public DragSelectionItemTouchListener(Context context, OnItemInteractionListener listener) {
	super(context, listener);
	}

	import android.animation.TypeEvaluator;
	import android.animation.ValueAnimator;

	import static java.lang.Math.pow;

	public class GammaEvaluator implements TypeEvaluator {

	private static final GammaEvaluator instance = new GammaEvaluator();

	/**

	<?xml version="1.0" encoding="utf-8"?>
	<!--
	Copyright 2016 Google Inc.

	Licensed under the Apache License, Version 2.0 (the "License");
	you may not use this file except in compliance with the License.
	You may obtain a copy of the License at

	http://www.apache.org/licenses/LICENSE-2.0

	adb shell content query --uri content://settings/secure --where "name=\'android_id\'"

	adb shell content delete --uri content://settings/secure --where "name=\'android_id\'"

	adb shell content insert --uri content://settings/secure --bind name:s:android_id --bind value:s:7373de1e9e9670c2