Felipe Luis felipelssilva

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.

Install Git Bash with ZSH, OH MY ZSH & POWERLEVEL10K | Windows Guide

1. Download & Install Git Bash

https://git-scm.com/download/win

2. Download & Install ZSH

Setup Postgresql

run postgresql with systemctl

Install postgres

latest

sudo pacman -S postgresql

specific version

find version & build from source

	// Types for the result object with discriminated union
	type Success<T> = {
	data: T;
	error: null;
	};

	type Failure<E> = {
	data: null;
	error: E;
	};

	<template>
	<div class="pull-refresh" ref="root">
	<div
	class="pull-refresh__track"
	:style="trackStyle"
	@touchstart="onTouchStart"
	@touchmove="onTouchMove"
	@touchend="onTouchEnd"
	@touchcancel="onTouchend"
	>

	@import url('https://fonts.googleapis.com/css2?family={{font_name}}:ital,wght@{{font_weight}}&display=swap');

	* {
	font-family: '{{font_name}}', cursive;
	color: {{font_color}} !important;
	font-size: {{font_size}}px !important;
	font-weight: {{font_weight}} !important;
	-webkit-text-stroke: {{font_border_size}}px {{font_border_color}};
	}

	<!DOCTYPE html>
	<html>
	<head>
	<meta charset="UTF-8" />
	<title>Add React in One Minute</title>
	</head>
	<body>

	<h2>Add React in One Minute</h2>
	<p>This page demonstrates using React with no build tooling.</p>

	sudo apt-get update
	sudo apt-get install nodejs
	sudo apt-get install npm

	## Use n module from npm in order to upgrade node

	sudo npm cache clean -f
	sudo npm install -g n
	sudo n stable

	IE6 Only
	==================
	_selector {...}

	IE6 & IE7
	==================
	*html or { _property: }

	IE7 Only
	==================

	(function(console){

	console.save = function(data, filename){

	if(!data) {
	console.error('Console.save: No data')
	return;
	}

	if(!filename) filename = 'console.json'