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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.

@caspg
caspg / 1_searchbar_live.ex
Last active March 20, 2026 15:00
Example of real-time search bar implementation in Phoenix LiveView and Tailwind. Working example on https://travelermap.net/parks/usa
defmodule TravelerWeb.SearchbarLive do
use TravelerWeb, :live_view
alias Phoenix.LiveView.JS
alias Traveler.Places
def mount(_params, _session, socket) do
socket = assign(socket, places: [])
{:ok, socket, layout: false}
end
@pubkey
pubkey / corsair_headset_linux.bash
Last active September 7, 2025 16:51
Corsair Gaming VOID Headset on Linux
# Corsair headsets will stuck the apps on your linux system. This is due to wrong usb-mapping.
# thx to http://www.c0urier.net/2016/corsair-gaming-void-usb-rgb-linux-fun
# 1. open terminal
# 2. type this and search the line with your headset
lsusb
# Get the USB ID of the headset and add it to xorg.conf:
@paulirish
paulirish / what-forces-layout.md
Last active June 10, 2026 01:58
What forces layout/reflow. The comprehensive list.

What forces layout / reflow

All of the below properties or methods, when requested/called in JavaScript, will trigger the browser to synchronously calculate the style and layout*. This is also called reflow or layout thrashing, and is common performance bottleneck.

Generally, all APIs that synchronously provide layout metrics will trigger forced reflow / layout. Read on for additional cases and details.

Element APIs

Getting box metrics
  • elem.offsetLeft, elem.offsetTop, elem.offsetWidth, elem.offsetHeight, elem.offsetParent
@Jwsonic
Jwsonic / autexec.cfg
Created July 29, 2015 18:17
Dota 2 Autoexec
bind "p" "runecheck"
alias "runecheck" "runechecktop"
alias "runechecktop" "dota_camera_setpos -2273.898682 1232.745483 982.072876; alias runecheck runecheckbot"
alias "runecheckbot" "dota_camera_setpos 3035.773438 -2972.680176 966.072937; alias runecheck runecheckhero"
alias "runecheckhero" "+dota_camera_follow; -dota_camera_follow; +dota_camera_follow; -dota_camera_follow; alias runecheck runechecktop"
//Axe chop health indicators
bind "[" "toggle dota_health_per_vertical_marker 250 325 400 550"
// Threshold delay to accept minimap clicks (default 0.2)
'''
Easy Mac
Copyright (2015) Sean Beck
Licensed under Creative Commons Attribution-ShareAlike 4.0 International
See: https://creativecommons.org/licenses/by-sa/4.0/
Easily change your MAC address on Linux using `ifconfig`
'''
#!/usr/bin/python2.7
@keyboardr
keyboardr / HeadlessFragment.java
Last active December 31, 2021 01:05
A file template for creating a headless Fragment. The attach() methods add the fragment to the parent if it doesn't already exist and returns the attached fragment. The methods ensure that the parent implements the parent interface. If needed, parameters may be added to the attach() methods to supply fragment arguments.
#if (${PACKAGE_NAME} && ${PACKAGE_NAME} != "")package ${PACKAGE_NAME};#end
import android.app.Activity;
import android.app.Fragment;
import android.app.FragmentManager;
#parse("File Header.java")
public class ${NAME} extends Fragment {
private static final String FRAG_TAG = ${NAME}.class.getCanonicalName();
@couto
couto / webpack.js
Last active November 7, 2024 13:10
Fetch polyfill with webpack
var webpack = require('webpack');
var HtmlWebpackPlugin = require('html-webpack-plugin');
var path = require('path');
var folders = {
APP: path.resolve(__dirname, '../app'),
BUILD: path.resolve(__dirname, '../build'),
BOWER: path.resolve(__dirname, '../bower_components'),
NPM: path.resolve(__dirname, '../node_modules')
};
@semenko
semenko / dmidecode
Last active October 26, 2021 02:57
Dell XPS 13 2015 model 9343 on Ubuntu 15.04, dmidecode, lsusb, lspci
$ sudo dmidecode
# dmidecode 2.12
# SMBIOS entry point at 0x000f0000
SMBIOS 2.8 present.
<SNIP>
Handle 0x0000, DMI type 0, 24 bytes
BIOS Information