Franco Valencia Vanclief

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.

So, you correctly identified you have a iCLASS SE or SEOS credential.

Before we begin:

HID iCLASS Credentials tech primer

What does all this stuff on my card mean?!

Key Terms:

SIO - Secure Identity Object

Newer version available. Please see 4.0.3

How To Add bitcoinjs-lib Version 4.0.2 To A React Native Project

Add/Link the following dependencies:

yarn add [email protected] react-native-randombytes buffer-reverse buffer@5
yarn add --dev rn-nodeify
react-native link react-native-randombytes
Add the following postinstall to your script in package.json: "postinstall": "rn-nodeify --install buffer,stream,assert,events,crypto,vm --hack && cd node_modules/bs58 && yarn add [email protected] && cd ../../"

The Ultimate Unit Testing Cheat-sheet

Sinon Chai
Chai
Sinon

become active record migration expert (Rails 4.0.2)

workflow:

create model

$ rails g model NameOfModel
    invoke  active_record
    create    db/migrate/YYYYMMDDHHMMSS_create_name_of_models.rb

	import React from "react";
	import {
	StyleSheet,
	Text,
	View,
	ScrollView,
	Animated,
	SafeAreaView,
	Dimensions
	} from "react-native";

	#!/usr/bin/env python
	# Reflects the requests from HTTP methods GET, POST, PUT, and DELETE
	# Written by Nathan Hamiel (2010)

	from http.server import HTTPServer, BaseHTTPRequestHandler
	from optparse import OptionParser

	class RequestHandler(BaseHTTPRequestHandler):

	def do_GET(self):

	MIT License

	Copyright (c) 2018 Noel Bundick

	Permission is hereby granted, free of charge, to any person obtaining a copy
	of this software and associated documentation files (the "Software"), to deal
	in the Software without restriction, including without limitation the rights
	to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
	copies of the Software, and to permit persons to whom the Software is
	furnished to do so, subject to the following conditions: