Daneyon Hansen danehans

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.

PROXY Protocol Waypoint

This sample demonstrates a non-Istio waypoint defined using static Envoy config.

Create a kind cluster

kind create cluster

macOS 13 Ventura introduced support of running amd64 binaries with Rosetta inside of arm64 Linux VMs when using Apple Virtualization framework.

Lima VM v0.14.0 and later support the new feature.

Setup:

# Install Docker client and Lima
brew install docker docker-compose docker-credential-helper lima

Video

This content was presented at a sig-testing meeting on 8/25/2020, available as a video here

Links / References

Using Kubeadm

Bring up kubernetes with vagrant cd /etc/systemd/system/kubelet.service.d modify 10-kubeadm.conf add

Environment="KUBELET_NETWORK_ARGS=--network-plugin=kubenet --non-masquerade-cidr=10.10.0.0/16"

	#!/bin/bash

	# Numeric constants
	declare -r -i pxname=0
	declare -r -i svname=1
	declare -r -i qcur=2
	declare -r -i qmax=3
	declare -r -i scur=4
	declare -r -i smax=5
	declare -r -i slim=6

	# This yaml file defines a controller that ensures that all routes have the
	# "haproxy.router.openshift.io/disable_cookies" annotation set.
	#
	# Users may create routes with or without the annotation and may update the
	# annotation on existing routes. However, if the user creates a route without
	# the annotation or updates a route to delete the annotation, the controller
	# will add the annotation with the value "true".
	#
	# Deploy this controller using the following command:
	#

	% openshift-install create manifests --dir=./clusters/gcp-mmasters-6
	INFO Consuming "Install Config" from target directory
	openshift-install create manifests --dir=./clusters/gcp-mmasters-6 1.78s user 0.06s system 18% cpu 9.806 total
	% cat > ./clusters/gcp-mmasters-6/manifests/ingress-controller-01-crd.yaml <<EOF
	---
	apiVersion: apiextensions.k8s.io/v1beta1
	kind: CustomResourceDefinition
	metadata:
	name: ingresscontrollers.operator.openshift.io
	spec:

	{
	"cniVersion": "0.3.0",
	"name": "mynet",
	"type": "bridge",
	"bridge": "cbr0",
	"isDefaultGateway": true,
	"ipMasq": false,
	"ipam": {
	"type": "host-local",
	"ranges": [

	# How to create an RPM repository

	# This is for Redhat 64 bit versions of Linux. You can create your own RPM repository # to host your custom RPM packages.
	#
	# See "How to create an RPM from source with spec file" for more information.
	# https://gist.github.com/1376973

	# Step: 1
	# Install createrepo