wongyouth

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.

wongyouth

def colorize(value, color)
	case color
		when :black then "\e[30m" + value.to_s + "\e[0m"
		when :red then "\e[31m" + value.to_s + "\e[0m"
		when :green then "\e[32m" + value.to_s + "\e[0m"
		when :yellow then "\e[33m" + value.to_s + "\e[0m"
		when :blue then "\e[34m" + value.to_s + "\e[0m"
		when :magenta then "\e[35m" + value.to_s + "\e[0m"
		when :cyan then "\e[36m" + value.to_s + "\e[0m"
		when :white then "\e[37m" + value.to_s + "\e[0m"

wongyouth

version: '3.3'
services:
  reverse-proxy:
    image: traefik:v1.7
    ports:
      - target: 80
        published: 80
        mode: host
      - target: 8080
        published: 8080

wongyouth

# install docker-ce on ubuntu

sudo apt-get update && \
sudo apt-get install -y \
    apt-transport-https \
    ca-certificates \
    curl \
    gnupg-agent \
    software-properties-common && \
curl -fsSL https://download.docker.com/linux/ubuntu/gpg | sudo apt-key add - && \

wongyouth

version: '2'
services:
  jenkins:
    image: jenkinsci/blueocean
    user: root
    restart: always
    volumes:
      - jenkins-data:/var/jenkins_home
      - /var/run/docker.sock:/var/run/docker.sock
      - $HOME/jenkins:/home

wongyouth

sed -i '' \
	-e 's/that\.data/that/' \
	-e 's/this\.data/this/' \
	-e 's/that\.setData(/Object.assign(that.$data, /' \
	-e 's/this\.setData(/Object.assign(this.$data, /' \
	-e 's!//\([^ ]\)!// \1!' \
	-e 's/function(/function (/' \
	-e 's/^\( *\)\([^ (.]\{1,\}\)(/\1\2 (/' \
	-e 's/ == / === /' \
	-e 's/ *;? *$//' \

wongyouth

-- see https://github.com/ankidroid/Anki-Android/wiki/Database-Structure for a more maintained version of this

-- cards are what you review. easy!
CREATE TABLE cards (
    id              integer primary key,
      -- the epoch milliseconds of when the card was created
    nid             integer not null,
      -- notes.id
    did             integer not null,
      -- deck id (available in col table)

wongyouth

// https://github.com/nuxt/example-auth0/blob/master/utils/auth.js

const getQueryParams = () => {
  const params = {}
  window.location.href.replace(/([^(?|#)=&]+)(=([^&]*))?/g, ($0, $1, $2, $3) => {
    params[$1] = $3
  })
  return params
}

wongyouth

{
	// Place your global snippets here. Each snippet is defined under a snippet name and has a scope, prefix, body and 
	// description. Add comma separated ids of the languages where the snippet is applicable in the scope field. If scope 
	// is left empty or omitted, the snippet gets applied to all languages. The prefix is what is 
	// used to trigger the snippet and the body will be expanded and inserted. Possible variables are: 
	// $1, $2 for tab stops, $0 for the final cursor position, and ${1:label}, ${2:another} for placeholders. 
	// Placeholders with the same ids are connected.
	// Example:
	// "Print to console": {
	// 	"scope": "javascript,typescript",

wongyouth

{
	// Place your snippets for vue here. Each snippet is defined under a snippet name and has a prefix, body and 
	// description. The prefix is what is used to trigger the snippet and the body will be expanded and inserted. Possible variables are:
	// $1, $2 for tab stops, $0 for the final cursor position, and ${1:label}, ${2:another} for placeholders. Placeholders with the 
	// same ids are connected.
	// Example:
	// "Print to console": {
	// 	"prefix": "log",
	// 	"body": [
	// 		"console.log('$1');",