Derek dereknguyen269

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.

Dynamic Method

# Decide how to define a method at runtime
class C
end

C.class_eval do
  define_method :my_method do
    'a dynamic method'
 end

Common Options

-#, --progress-bar Make curl display a simple progress bar instead of the more informational standard meter.

-b, --cookie <name=data> Supply cookie with request. If no =, then specifies the cookie file to use (see -c).

-c, --cookie-jar <file name> File to save response cookies to.

I've some problem when setup project with:

Rails 4.2.10
Ruby 2.5.3
Postgresql 13

My steps:

Install Homebrew

	package main

	import "fmt"

	func main() {
	// Declare a variable of type int
	var age int

	// Get the user's age
	fmt.Println("Enter your age:")

	# https://www.geeksforgeeks.org/program-distance-two-points-earth/

	earthRadius = 6371 # km
	d_lat = (origin[:lat] - destination[:lat]) / 180.0 * Math::PI
	d_lng = (origin[:lng] - destination[:lng]) / 180.0 * Math::PI
	sin_lat = Math.sin(d_lat / 2)
	sin_lng = Math.sin(d_lng / 2)
	rad_lat1 = origin[:lat] / 180.0 * Math::PI
	rad_lat2 = destination[:lat] / 180.0 * Math::PI
	a = (sin_lat * sin_lat) + (sin_lng * sin_lng) * Math.cos(rad_lat1) * Math.cos(rad_lat2)

	$url = "http://www.domain.com/demo.jpg";
	$curl = curl_init($url);
	curl_setopt($curl, CURLOPT_NOBODY, true);
	$result = curl_exec($curl);
	if ($result !== false)
	{
	$statusCode = curl_getinfo($curl, CURLINFO_HTTP_CODE);
	if ($statusCode == 404)
	{
	echo "URL Not Exists"

	# Table Driver
	# Id : Integer
	# Name : String
	# Vehicle Attributes : JSON

	# Example:
	# {
	# id: 1,
	# name: 'Driver Name',
	# vehicle_attributes: {