cliffordp

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.

cliffordp

<script>
// This script: https://gist.github.com/cliffordp/335bee91f59a49a378cdfd44bd8f510f
// Based on https://www.facebook.com/groups/gohighlevel/posts/2734386397020878 from Jordan Coeyman
// Install this (without this comment block) via "Custom JS": https://app.gohighlevel.com/settings/company?tab=whitelabel

(function() {
	'use strict';

	const POLL_INTERVAL = 2000;

cliffordp

// Adapted from https://raddle.me/f/Privacy/3722/how-to-circumvent-cloudflare-s-email-protected-thing-without with the help of chatGPT
function fixObfuscatedEmails() {
  const elements = document.getElementsByClassName('__cf_email__');
  for (let i = 0; i < elements.length; i++) {
    const element = elements[i];
    const obfuscatedEmail = element.getAttribute('data-cfemail');
    if (obfuscatedEmail) {
      const decodedEmail = decrypt(obfuscatedEmail);
      element.setAttribute('href', 'mailto:' + decodedEmail);
      element.innerHTML = decodedEmail;

cliffordp

gh issue list -s all -L 500 --json number | \
jq -r '.[] | .number' | \
xargs -I% gh issue transfer % https://github.com/<destination repo>

cliffordp

// EXIF data extracted using exif_read_data() PHP function from https://github.com/ianare/exif-samples/blob/master/jpg/Canon_40D.jpg

Array (
    [FileDateTime] => 0
    [FileSize] => 7958
    [FileType] => 2
    [MimeType] => image/jpeg
    [SectionsFound] => ANY_TAG, IFD0, THUMBNAIL, EXIF, GPS, INTEROP
    [COMPUTED] => Array
        (

cliffordp

<?php
/**
 * Make sure the function does not exist before defining it
 */
if( ! function_exists( 'remove_class_filter' ) ){

	/**
	 * Remove Class Filter Without Access to Class Object
	 *
	 * In order to use the core WordPress remove_filter() on a filter added with the callback

cliffordp

<?php
// Remove in-post settings for the Genesis Framework, including SEO, layout, and scripts.
// Relevant Genesis code can be found in theme's lib > admin > inpost-metaboxes.php

if( ! function_exists( 'cliff_genesis_simplify_editing_screens' ) ) {
	/**
	 * Remove in-post Genesis settings by post type.
	 * @link https://gist.github.com/cliffordp/744a19f00565051924ec7f0d46ac687e This snippet.
	 */
	function cliff_genesis_simplify_editing_screens() {

cliffordp

# Don't load custom stuff if LocalWP shell
if [[ -z ${PHPRC+z} ]]
then
  echo "Export custom binaries"
  # Eg.
  # export PATH="/opt/homebrew/opt/php@7.4/bin:$PATH"
  # export PATH="/opt/homebrew/opt/mysql-client/bin:$PATH"
fi

cliffordp

// Demo: https://www.youtube.com/watch?v=oA2EV7Gz5NM
const street = ZDK.Page.getField('Street').getValue();
const city = ZDK.Page.getField('City').getValue();
const zipCode = ZDK.Page.getField('Zip_Code').getValue();
const country = ZDK.Page.getField('Country').getValue();
const state = ZDK.Page.getField('State').getValue();

const address = `${street} ${city} ${state} ${zipCode} ${country}`;

const url = `http://api.positionstack.com/v1/forward`

cliffordp

// put uploaded files into filetype based directories

add_filter('wp_handle_upload_prefilter', 'wpse_25894_handle_upload_prefilter');
add_filter('wp_handle_upload', 'wpse_25894_handle_upload');

function wpse_25894_handle_upload_prefilter( $file )
{
    add_filter('upload_dir', 'wpse_25894_custom_upload_dir');
    return $file;
}