Gustavo Lima gustavorglima

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.

Create the following folder structure in your root project directory: .ebextensions/supervisor
Place the supervisor.config under .ebextensions/
Place the setup.sh under .ebextensions/supervisor/
Run "chmod +x .ebextensions/supervisor/setup.sh"
Place the supervisord.conf under .ebextensions/supervisor/

	<?php

	/**
	* Split PDF file
	*
	* <p>Split all of the pages from a larger PDF files into
	* single-page PDF files.</p>
	*
	* @package FPDF required http://www.fpdf.org/
	* @package FPDI required http://www.setasign.de/products/pdf-php-solutions/fpdi/

	# AWS specific install of Docker
	sudo yum update -y
	sudo yum install -y docker
	sudo service docker start
	sudo usermod -a -G docker ec2-user

	# exit the SSH session, login again

	# Docker
	docker run -d --hostname my-rabbit --name some-rabbit -p 4369:4369 -p 5671:5671 -p 5672:5672 -p 15672:15672 rabbitmq

	<?php
	// Output screenshot:
	// http://cl.ly/NsqF
	// -------------------------------------------------------

	include_once 'console.php';

	// ::log method usage
	// -------------------------------------------------------
	Console::log('Im Red!', 'red');


	#include <IRremote.h>

	/*

	Send infrared commands from the Arduino to the iRobot Roomba
	by probono

	2013-03-17 Initial release

	# to generate your dhparam.pem file, run in the terminal
	openssl dhparam -out /etc/nginx/ssl/dhparam.pem 2048