Christian Santos ChrisFrontDev

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.

baseado no meu outro tutorial https://gist.github.com/luzfcb/1a7f64adf5d12c2d357d0b4319fe9dcd que é mais atualizado que este. Eu não constumo atualizar esse tutorial, mas é bom para dar uma visão geral simplista das configurações.

Use o pyenv https://github.com/pyenv/pyenv para baixar, instalar e gerenciar múltiplas versões do INTERPRETADOR Python na sua maquina.

Primeiro instale as dependências:

Linux (Ubuntu):

WSL

https://docs.microsoft.com/en-us/windows/wsl/install

$ wsl --set-default-version 2
$ wsl --install -d ubuntu

	<!DOCTYPE html>
	<html lang="en">
	<head>
	<meta charset="UTF-8">
	<meta name="viewport" content="width=device-width, initial-scale=1.0">
	<title>Roberto Junior - Software Engineer</title>
	<style>
	* {
	margin: 0;
	padding: 0;

	{
	"workbench.startupEditor": "newUntitledFile",
	"editor.fontSize": 14,
	"editor.lineHeight": 1.8,
	"javascript.suggest.autoImports": true,
	"javascript.updateImportsOnFileMove.enabled": "always",
	"editor.rulers": [
	80,
	120
	],

	import React from 'react';
	import { StyleSheet, Text, View, Dimensions } from 'react-native';
	import { Video } from 'expo';

	export default class App extends React.Component {
	render() {

	// Set video dimension based on its width, so the video doesn't stretched on any devices.
	// The video dimension ratio is 11 : 9 for width and height
	let videoWidth = Dimensions.get('window').width;

	#requires -Version 2 -Modules posh-git

	function Write-Theme {
	param(
	[bool]
	$lastCommandFailed,
	[string]
	$with
	)

	// This file was initially generated by Windows Terminal 1.0.1401.0
	// It should still be usable in newer versions, but newer versions might have additional
	// settings, help text, or changes that you will not see unless you clear this file
	// and let us generate a new one for you.
	// To view the default settings, hold "alt" while clicking on the "Settings" button.
	// For documentation on these settings, see: https://aka.ms/terminal-documentation
	{
	"$schema": "https://aka.ms/terminal-profiles-schema",
	"defaultProfile": "{574e775e-4f2a-5b96-ac1e-a2962a402336}",
	// You can add more global application settings here.

Christian Santos ChrisFrontDev

LLM Wiki

The core idea

WSL

ArchWSL