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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.

中文翻译：梁山英文原文：Adam Wiggins

简介

如今，软件通常会作为一种服务来交付，它们被称为网络应用程序，或“软件即服务”（SaaS）。“十二要素应用程序”（12-Factor App）为构建如下的SaaS应用提供了方法论：

使用标准化流程自动配置，从而使新的开发者花费最少的学习成本加入这个项目；
和操作系统之间尽可能的划清界限，在各个系统中提供最大的可移植性；
适合部署在现代的云计算平台，从而在服务器和系统管理方面节省资源；

替换上你的 API Token，域名ID，记录ID等参数，就可以运行了。会在后台一直运行，每隔30秒检查一遍IP，如果修改了就更新IP。

获取 API Token 的方式

获得 domain_id 可以用 curl

curl -k https://dnsapi.cn/Domain.List -d "login_token=TOKEN"`

	from Crypto.Cipher import AES
	from Crypto import Random

	BS = 16
	pad = lambda s: s + (BS - len(s) % BS) * chr(BS - len(s) % BS)
	unpad = lambda s : s[0:-ord(s[-1])]

	class AESCipher:
	def __init__( self, key ):
	"""

	/* curl_multi_test.c

	Clemens Gruber, 2013
	<clemens.gruber@pqgruber.com>

	Code description:
	Requests 4 Web pages via the CURL multi interface
	and checks if the HTTP status code is 200.

	Update: Fixed! The check for !numfds was the problem.

	<!DOCTYPE html>
	<html lang="en" ng-app>
	<head>
	<meta charset="utf-8">
	<meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1" />
	<meta name="viewport" content="width=device-width,initial-scale=1" />
	<title>DataTable Test</title>

	<link href="//cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/2.2.2/css/bootstrap.min.css" rel="stylesheet">
	<style type="text/css">

	/*
	12306 Auto Query => A javascript snippet to help you book tickets online.
	Copyright (C) 2011-2012 Jingqin Lynn

	Includes jQuery
	Copyright 2011, John Resig
	Dual licensed under the MIT or GPL Version 2 licenses.
	http://jquery.org/license

	Includes Sizzle.js

	import tornado.web

	class route(object):
	"""
	decorates RequestHandlers and builds up a list of routables handlers

	Tech Notes (or "What the *@# is really happening here?")
	--------------------------------------------------------

	Everytime @route('...') is called, we instantiate a new route object which