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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.

@cristacheda
cristacheda / Advanced Custom Fields repeater values to a Gravity Forms dropdown field.md
Last active August 26, 2022 03:47
Populate Gravity Forms dropdown field with Advanced Custom Fields repeater values.

Add Advanced Custom Fields repeater values to a Gravity Forms dropdown field

The code should be added in a separate file and then included in your functions.php using require.

Replace 1 from the code with the ID of the form that you want to dinamically populate with field values from ACF. You can find more info about the filters in the Gravity Forms documentation.

add_filter( 'gform_pre_render_1', 'populate_dropdown' );
add_filter( 'gform_pre_validation_1', 'populate_dropdown' );
add_filter( 'gform_admin_pre_render_1', 'populate_dropdown' );
add_filter( 'gform_pre_submission_filter_1', 'populate_dropdown' );
@FranciscoG
FranciscoG / acf_repeater_shortcode.php
Last active April 28, 2026 10:16
An Advanced Custom Fields shortcode that allows to loop through a field with a repeater. This only handles simple cases, it can't handle nested repeater fields
<?php
/**
* ACF Pro repeater field shortcode
*
* I created this shortcode function because it didn't exist and it was being requested by others
* I originally posted it here: https://support.advancedcustomfields.com/forums/topic/repeater-field-shortcode/
*
* @attr {string} field - (Required) the name of the field that contains a repeater sub group
* @attr {string} sub_fields - (Required) a comma separated list of sub field names that are part of the field repeater group
* @attr {string} post_id - (Optional) Specific post ID where your value was entered. Defaults to current post ID (not required). This can also be options / taxonomies / users / etc
@ronalfy
ronalfy / soliloquy-overlay.css
Created May 4, 2016 18:16
Soliloquy Background Overlay
.soliloquy-item:before {
display: block;
content: '';
width: 100%;
height: 100%;
position: absolute;
right: 0;
top: 0;
z-index: 9;
background: #212121;
@nikolov-tmw
nikolov-tmw / multiple-roles-per-user.php
Last active September 5, 2024 01:45
Multiple roles per user WordPress plugin.
<?php
/**
* Plugin Name: Multiple Roles per User
* Description: Allows anyone who can edit users to set multiple roles per user. In a default WordPress environment that wouldn't have much of an effect, since the user would have the privileges of the top-privileged role that you assign to him. But if you have custom roles with custom privileges, this might be helpful.
* Version: 1
* Author: nikolov.tmw
* Author URI: http://paiyakdev.com/
* License: GPL2
*/
/*