bluepeople1

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.

The attached lldb command pblock command lets you peek inside an Objective-C block. It tries to tell you where to find the source code for the block, and the values captured by the block when it was created.

Consider this example program:

#import <Foundation/Foundation.h>

@interface Foo: NSObject
@end

@implementation Foo

	(function() {
	var call = Function.prototype.call;
	Function.prototype.call = function() {
	console.log(this, arguments);
	return call.apply(this, arguments);
	};
	}());

	//
	// WKCookieWebView.swift
	//
	// Created by Jens Reynders on 30/03/2018.
	// Copyright (c) 2018 November Five
	//
	// 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

	import com.android.build.api.transform.*
	import com.android.build.gradle.internal.pipeline.TransformManager
	import org.apache.commons.io.FileUtils
	import java.util.jar.JarEntry
	import java.util.jar.JarFile
	import java.util.jar.JarOutputStream
	import java.util.zip.ZipEntry

	class JarZipUtil {

	more readable format

	pragma solidity ^0.4.24;

	interface FoMo3DlongInterface {
	function airDropTracker_() external returns (uint256);
	function airDropPot_() external returns (uint256);
	function withdraw() external;
	}