Chris chris2k20

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.

	# run the following command in your terminal to:
	# - run a mysql_upgrade command in every container
	# - kill the container to restart the mariadb
	for x in $(docker ps \| grep -i mariadb:latest \| awk '{print $1;}'); do echo container $x now updating...; docker exec $x bin/sh -c 'mysql_upgrade --user=root --password=$(printenv MYSQL_ROOT_PASSWORD) ; kill 1'; done

	#!/bin/bash
	# Creats a Ubuntu 20.10 Cloud-Init Ready VM Template in Proxmox
	#
	# Ubuntu 20.04: https://gist.github.com/chris2k20/dba14515071bd5a14e48cf8b61f7d2e2
	# Ubuntu 20.10: https://gist.github.com/chris2k20/181ef4e4308e678657459d40ea94af90



	export IMAGENAME="groovy-server-cloudimg-amd64.img"
	export IMAGEURL="https://cloud-images.ubuntu.com/groovy/current/"

	#!/bin/bash
	# Creates a Ubuntu Cloud-Init Ready VM Template in Proxmox
	#
	# Update the image name and URL for Ubuntu 22.04 LTS

	export IMAGENAME="jammy-server-cloudimg-amd64.img"
	export IMAGEURL="https://cloud-images.ubuntu.com/jammy/current/"
	export STORAGE="local-zfs-cache"
	export VMNAME="ubuntu-2204-cloudinit-template"
	export VMID=902204

	#!/bin/bash
	# Usage: ./wg-create-user.sh my-user
	# Creats wiregard key, pub, psk

	# Read vars
	read -p "Client name: " -e -i $1 CLIENT
	# Test vars, files
	if [[ "$CLIENT" = "" ]]; then
	echo "Sorry, you need a Client-Name"
	exit 2

	#! /bin/bash

	if [ -z "$1" ]; then
	echo "please supply at least one server to connect to" >&2
	exit 1
	fi

	target=multi-ssh-$$

	if [ -z "$TMUX" ]; then