Nosco hivian

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.

Raspberry Pi Plex Server

Installation

Ensure our operating system is entirely up to date:

sudo apt-get update
sudo apt-get upgrade

	eufy:
	image: bropat/eufy-security-ws
	container_name: eufy
	restart: unless-stopped
	environment:
	- USERNAME=email
	- PASSWORD=pass
	- COUNTRY=country
	ports:
	- 3000:3000

	version: "3"
	services:
	vpn:
	image: qmcgaw/gluetun
	container_name: vpn
	cap_add:
	- NET_ADMIN
	ports:
	- 8888:8888/tcp # HTTP proxy
	- 8388:8388/tcp # Shadowsocks

	package example

	import android.arch.lifecycle.ViewModel
	import android.arch.lifecycle.ViewModelProvider
	import dagger.Binds
	import dagger.MapKey
	import dagger.Module
	import javax.inject.Inject
	import javax.inject.Provider
	import kotlin.reflect.KClass

	import android.databinding.ObservableList
	import android.support.v7.widget.RecyclerView

	/**
	* Links an [ObservableList] to a [RecyclerView], so that whenever the list is changed, the view is
	* updated.
	*/
	class RecyclerViewAdapterOnListChangedCallback<T>(
	private val adapter: RecyclerView.Adapter<*>
	) : ObservableList.OnListChangedCallback<ObservableList<T>>() {

	package au.id.alexn;

	import android.content.Context;
	import android.util.AttributeSet;
	import android.util.Log;
	import android.view.MotionEvent;
	import android.view.ScaleGestureDetector;
	import android.view.View;
	import android.widget.FrameLayout;

	import android.os.Handler;
	import android.os.Looper;

	/**
	* A helper class that provides more ways to post a runnable than {@link android.os.Handler}.
	*
	* Created by Petros Douvantzis on 19/6/2015.
	*/
	public class SynchronousHandler {