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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.

@BenjaminPoncet
BenjaminPoncet / ffmpeg-wrapper
Last active November 24, 2025 08:38
Synology VideoStation ffmpeg wrapper with DTS, EAC3 and TrueHD support. This project is no longer maintained: Please see the following projects: https://github.com/darknebular/Wrapper_VideoStation/ - https://github.com/AlexPresso/VideoStation-FFMPEG-Patcher
#!/bin/bash
rev="12"
_log(){
echo "$(date '+%Y-%m-%d %H:%M:%S') - ${streamid} - $1" >> /tmp/ffmpeg.log
}
_log_para(){
echo "$1" | fold -w 120 | sed "s/^.*$/$(date '+%Y-%m-%d %H:%M:%S') - ${streamid} - = &/" >> /tmp/ffmpeg.log
@wancw
wancw / 0 - Readme.md
Last active May 7, 2026 12:07
移除 macOS 健保卡元件

檔案說明

  • removeNHIICC.sh : 移除健保卡元件與相關設定,須以 root (sudo) 權限執行。
  • postinstall.sh : 官方「MAC 元件移除安裝檔」的 script 內容(2020)
(function ($) {
'use strict';
// There's multiple similar tables (long and short positions).
// They have duplicate html id attributes, so we need to scope ourselves to only the long table.
let $root;
function isUnRealizedGainLossTabActive() {
const href = String(window.location.href);
return /GainLoss.aspx/i.test(href) && /gainlosstype=unrealized/i.test(href);
@organisciak
organisciak / hterm_solarized.js
Last active July 14, 2019 09:23 — forked from russelldavies/hterm_solarized.js
Solarized for Mosh Chrome
// Solarized for Mosh Chrome
// Mosh does not seem to save profiles, so this sets the default 'mosh' profile.
// To reset, evaluate term_.prefs_.resetAll()
// Run in the JavaScript console of mosh_browser.html, which can be opened
// as explained here:
// https://github.com/rpwoodbu/mosh-chrome/wiki/FAQ#how-can-i-change-the-way-the-terminal-looks-font-color-etc
var htermProfiles = {
// Solarized Dark
@xdite
xdite / url_shortner.rb
Created November 3, 2012 15:18
URL shortner
# -*- encoding : utf-8 -*-
require 'digest/md5'
module UrlShorter
ALPHABET = "abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789".split(//)
def self.short!(url)
hex = Digest::MD5.hexdigest(url)
@agnoster
agnoster / README.md
Last active February 26, 2026 22:23
My ZSH Theme

agnoster.zsh-theme

A ZSH theme optimized for people who use:

  • Solarized
  • Git
  • Unicode-compatible fonts and terminals (I use iTerm2 + Menlo)

For Mac users, I highly recommend iTerm 2 + Solarized Dark

@moklett
moklett / openconnect.md
Created July 24, 2012 15:21
OpenConnect VPN on Mac OS X

Unfortunately, the Cisco AnyConnect client for Mac conflicts with Pow. And by "conflicts", I mean it causes a grey-screen-of-death kernel panic anytime you connect to the VPN and Pow is installed.

As an alternative, there is OpenConnect, a command-line client for Cisco's AnyConnect SSL VPN.

Here's how to get it set up on Mac OS X:

  1. OpenConnect can be installed via homebrew:

     brew update
    

brew install openconnect

開源之道

Original transcript: http://allisonrandal.com/2012/04/15/open-source-enlightenment/

這幾年來,我慢慢覺得,我們參與開源社群,就像是在一條道路上並肩而行:這不僅讓我們成為更好的程式設計者,也讓我們通過與人合作,而成為更好的人。

您可以將它想成一條修行之道,讓身而為人的我們能夠不斷成長。接下來,我想談談我對開源世界的個人觀點,希望能與您分享。

首先,人是一切開源專案的核心。程式碼是很重要,但最核心的永遠是人。

@DAddYE
DAddYE / hack.sh
Created March 19, 2012 11:31
OSX For Hackers
#!/bin/sh
##
# This is a script with usefull tips taken from:
# https://github.com/mathiasbynens/dotfiles/blob/master/.osx
#
# Run in interactive mode with:
# $ sh -c "$(curl -sL https://raw.github.com/gist/2108403/hack.sh)"
#
# or run it without prompt questions: