Carlos Alexandre calexandre

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.

I use a cheap Tapo C100 webcam to monitor my 3D prints. It supports RTSP.

Instructions

Go to the Cameras section at https://connect.prusa3d.com
Add a new camera.
Click the QR code link
Click "Start Camera"

TASMOTA CHEAT SHEET

Reference: https://tasmota.github.io/docs/Commands/

General flashing commands

# clear flash remnants
reset 5

	locals {
	azurerm_private_endpoint = {
	custom_dns_configs = [
	{
	"fqdn" = "something.westeurope.data.azurecr.io"
	"ip_addresses" = [
	"10.10.10.202"
	]
	},
	{

	# instructions:
	# on the first run you to target apply otherwise terraform will complain with for_each
	# 1. terraform apply -target='null_resource.projects'
	# 2. terraform apply

	terraform {
	required_providers {
	google = {
	source = "hashicorp/google"
	}


	## deploys the external-dns - https://github.com/kubernetes-sigs/external-dns
	## view latest version: helm search repo external-dns/external-dns
	## view possible values: helm inspect values external-dns/external-dns
	resource "helm_release" "external_dns" {
	name = "external-dns"
	repository = "https://kubernetes-sigs.github.io/external-dns"
	chart = "external-dns"
	version = "1.8.0"
	namespace = "external-dns"

	#!/bin/sh

	MUTATING_WEBHOOKS=($(kubectl get mutatingwebhookconfiguration -o jsonpath='{range .items[*]}{.metadata.name}{"\n"}{end}'))
	VALIDATING_WEBHOOKS=($(kubectl get validatingwebhookconfigurations -o jsonpath='{range .items[*]}{.metadata.name}{"\n"}{end}'))


	# Check Mutating WebHooks
	echo ":: Checking Mutating WebHooks ::"
	echo "::____________________________::"

	locals {
	# the default is important in case you need it elsewhere (it points to the first zone created)
	dns_default_zone = "my-dns-zone"
	dns_default_fqdn = "${local.dns_default_zone}.${data.google_dns_managed_zone.parent[local.dns_default_zone].dns_name}"
	dns_zones = {
	"${local.dns_default_zone}" = {
	parent_zone_name = "my-parent-dns-zone"
	}
	}
	}

	# Add scoop buckets
	scoop bucket add extras
	scoop bucket add scoop-completion https://github.com/Moeologist/scoop-completion

	# Install scoop packages
	scoop install 7zip
	scoop install starship
	scoop install keepass
	scoop install keepass-plugin-keeanywhere
	scoop install openssl

	Invoke-Expression (&starship init powershell)
	# Chocolatey profile
	$ChocolateyProfile = "$env:ChocolateyInstall\helpers\chocolateyProfile.psm1"
	if (Test-Path($ChocolateyProfile)) {
	Import-Module "$ChocolateyProfile"
	}

	# enable completion in current shell, use absolute path because PowerShell Core not respect $env:PSModulePath
	Import-Module "$($(Get-Item $(Get-Command scoop).Path).Directory.Parent.FullName)\modules\scoop-completion"