bonyiii

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.

Dropdown Menu Prototype Using Tachyons CSS and Vue.js

A Pen by Jesse Sutherland on CodePen.

License.

Dynamic Dispatch
Dynamic Method
Ghost Methods
Dynamic Proxies
Blank Slate
Kernel Method
Flattening the Scope (aka Nested Lexical Scopes)
Context Probe
Class Eval (not really a 'spell' more just a demonstration of its usage)
Class Macros

	# Source: https://gist.github.com/vfarcic/8301efb15748af1da3e376b7132e519e

	###################################################################
	# Should We Run Databases In Kubernetes? CloudNativePG PostgreSQL #
	# https://youtu.be/Ny9RxM6H6Hg #
	###################################################################

	# Additional Info:
	# - CloudNativePG: https://cloudnative-pg.io
	# - EDB: https://enterprisedb.com

	# Source: TODO:

	#########
	# TODO: #
	# TODO: #
	#########

	# Additional Info:
	# - Production-Ready Kubernetes Clusters Using Crossplane Compositions: https://youtu.be/uMC2QQfMctg
	# - How To Shift Left Infrastructure Management Using Crossplane Compositions: https://youtu.be/AtbS1u2j7po

	year,month,day,country,region,provstate,city,latitude,longitude,nkill,nwound,nwoundkill
	2018,1,1,Iraq,Middle East & North Africa,Nineveh,Tal Afar,36.376825,42.448876,3,0,3
	2018,1,1,Iraq,Middle East & North Africa,Kirkuk,Kirkuk,35.452112,44.375464,0,0,0
	2018,1,1,Pakistan,South Asia,Balochistan,Chaman,30.92211,66.451533,0,2,2
	2018,1,1,Pakistan,South Asia,Balochistan,Chaman,30.92211,66.451533,0,6,6
	2018,1,1,Nigeria,Sub-Saharan Africa,Adamawa,Madagali,10.88942,13.62832,3,0,3
	2018,1,1,Afghanistan,South Asia,Farah,Pusht Rod district,32.48035,62.028915,1,2,3
	2018,1,1,Iraq,Middle East & North Africa,Al Anbar,Radhwaniyah,33.18168,44.23542,0,1,1
	2018,1,1,Egypt,Middle East & North Africa,Giza,Giza,30.022924,31.185193,2,0,2
	2018,1,1,Pakistan,South Asia,Punjab,Multan,30.174426,71.478867,0,1,1

	# HELP mothership_collector_working Is the master process collector able to collect metrics
	# TYPE mothership_collector_working gauge
	mothership_collector_working 1


	# HELP mothership_collector_rss total memory used by collector process
	# TYPE mothership_collector_rss gauge
	mothership_collector_rss 243605504

	# This is to enable WS support. Credits: # https://gist.github.com/Bubelbub/0a942a0d51a3d329897d
	# THIS WORKS! for running the example 5.0.0.beta1 chat app on a single instance Elastic beanstalk AWS instance

	files:
	"/etc/nginx/conf.d/websockets.conf" :
	content: \|
	upstream backend {
	server unix:///var/run/puma/my_app.sock;
	}

	[aaron@TC omglolwut (master)]$ cat lib/tasks/disable_autoload_during_migrations.rake
	task :disable_autoload do
	ActiveSupport::Dependencies.class_eval do
	extend Module.new {
	def load_file(path, const_paths = loadable_constants_for_path(path))
	return if path.starts_with? File.join(Rails.application.root, 'app', 'models')
	super
	end
	}
	end

	### app access token
	graph = Koala::Facebook::OAuth.new APP_ID, APP_SECRET
	graph.get_app_access_token # => APP_TOKEN

	### create test users with permissions
	test_users = Koala::Facebook::TestUsers.new app_id: APP_ID, secret: APP_SECRET
	user = test_users.create true, 'email,user_birthday,user_posts', name: 'Bob'
	# =>
	# { "id" => USER_ID,
	# "access_token" => USER_ACCESS_TOKEN,