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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.

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sudo su
curl -O https://wordpress.org/latest.tar.gz
tar xzvf latest.tar.gz
rm latest.tar.gz
cd wordpress
mv * ../
cd ..
rmdir wordpress
cd ..

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defmodule Todo.Application do
  # See http://elixir-lang.org/docs/stable/elixir/Application.html
  # for more information on OTP Applications
  @moduledoc false

  use Application

  def start(_type, _args) do
    import Supervisor.Spec, warn: false

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defmodule Read do
  def read do
    case File.read("sample.txt") do
      { :ok, body } ->
        String.split(body, "\n")
        |> Stream.filter(&String.starts_with?(&1, "d"))
        |> Enum.sort(&(byte_size(&1) >= byte_size(&2) ))
        |> Stream.each(&IO.puts(String.capitalize(&1)))
        |> Stream.run
      { :error, reason } ->

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var argv        = require('minimist')(process.argv);
var gulpif      = require('gulp-if');
var prompt      = require('gulp-prompt');
var rsync       = require('gulp-rsync');
var chmod       = require('gulp-chmod');
var sequence    = require('run-sequence');

gulp.task('create_dist', function(){
  // Add your paths here.
  var paths = [

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es:
  buttons:
    share: "Compartir en %{social_media}"
  errors:
    not_found_header: Oh no!
    not_found_description: Nos parece que no puede encontrar la página que está buscando.
    not_found_home_link: "Por favor, llévame a la página principa" 
  header:
    ad: Ad
    by: Por

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$ ->
  $(document).on 'page:change', ->
    console.log 'page:change'
    insertBugherd();

  window.insertBugherd = ->
    window._bugHerd = null
    $script = $("<script>").attr
      'type' : 'text/javascript'
      'src' : '//www.bugherd.com/sidebarv2.js?apikey=[YOUR API KEY HERE]'