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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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<div style="position:absolute;top:-999px;left:-999px">
<svg
  id="effectSvg"
  width="200"
  height="200"
  viewBox="0 0 200 200"
  xmlns="http://www.w3.org/2000/svg">


  <filter id="displacementFilter4">

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package main

import (
	"fmt"
	"testing"
)

func TestOverlappingDate(t *testing.T) {
	tests := []struct {
		beginDateA  string

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<?php

// Symmetric Encription  
$msg = "ola";
$key = random_bytes(SODIUM_CRYPTO_SECRETBOX_KEYBYTES);
$nonce = random_bytes(SODIUM_CRYPTO_SECRETBOX_NONCEBYTES);

$cypher_text = sodium_crypto_secretbox($msg, $nonce, $key);
$plain_text = sodium_crypto_secretbox_open($cypher_text, $nonce, $key);

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let hashes = function () {

    let _this = this;

    let _SEPERATOR_KEY_VALUE = ":";

    let _SEPERATOR_PAIR = "|";

    this._OLD_HASHES = {};

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103.115.42.179 - - [04/Jul/2019:13:40:43 +0100] "GET / 301
103.115.42.179 - - [04/Jul/2019:13:40:43 +0100] "GET /robots.txt 301
103.115.42.179 - - [04/Jul/2019:13:40:44 +0100] "POST /App2f2e3eb2.php 301
103.115.42.179 - - [04/Jul/2019:13:40:44 +0100] "GET /webdav/ 301
103.115.42.179 - - [04/Jul/2019:13:40:45 +0100] "GET /help.php 301
103.115.42.179 - - [04/Jul/2019:13:40:45 +0100] "GET /java.php 301
103.115.42.179 - - [04/Jul/2019:13:40:45 +0100] "GET /_query.php 301
103.115.42.179 - - [04/Jul/2019:13:40:46 +0100] "GET /test.php 301
103.115.42.179 - - [04/Jul/2019:13:40:46 +0100] "GET /db_cts.php 301
103.115.42.179 - - [04/Jul/2019:13:40:47 +0100] "GET /db_pma.php 301

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ssh -D 0.0.0.0:8888 user@remoteserver

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/**
 * Usage: 
 * On the template, create the following html.
 * <table class="table" data-table="dates" data-empty=".is-empty"><thead><tr><th data-key="Id"></th><th data-key="Media.0.LowRs|Media.0.HigRs" data-type="image"></tr></thead></table>
 * <div class="is-empty" style="display:none;">The result was empty</div>
 *
 * Then, on the result of callback ajax request, call like TableResult('dates', result); Tadah!!! 
 * The rest is magic!
 */
(function($) {

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#!/bin/bash

set -o errexit

# Disclaimer: This is not the most secure configuration possible. This script
# is intended only to be more secure than the default configuration. No
# promises are made about this script preventing your server from getting
# owned or your bike getting stolen. The bad guys are still out to get you.
# And running this script does not excuse you from writing secure application
# code!

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#!/usr/bin/env bash

package=$1
if [[ -z "$package" ]]; then
  echo "usage: $0 <package-name>"
  exit 1
fi
package_split=(${package//\// })
package_name=${package_split[-1]}