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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.

If you haven’t worked with JavaScript in the last few years, these three points should give you enough knowledge to feel comfortable reading the React documentation:

We define variables with let and const statements. For the purposes of the React documentation, you can consider them equivalent to var.
We use the class keyword to define JavaScript classes. There are two things worth remembering about them. Firstly, unlike with objects, you don't need to put commas between class method definitions. Secondly, unlike many other languages with classes, in JavaScript the value of this in a method [depends on how it is called](https://developer.mozilla.org/en-US/docs/Web/Jav

Code of Conduct

Communication

Times

All times will be communicated in a way that is unambiguous. This communication may be a local time, with a UTC offset specified.

For example:

Feature

替代 PAC，实现根据规则区分选择代理线路
支持 SOCKS5 和 Shadowsocks 协议
完整支持所有的 Shadowsocks 加密方式（table, rc4-md5, salsa20, chacha20, aes-256-cfb, aes-192-cfb, aes-128-cfb, bf-cfb, cast5-cfb, des-cfb, rc2-cfb, rc4, seed-cfb）
全面支持双向 HTTP Keep-Alvie
快，各种黑科技加速
直接临时修改某个域名的访问规则（暂时仅 Mac 版本）
支持使用 GeoIP 规则决定线路

Usage

Python 代码规范

Contents

命名

命名

尽量简单明了。

tmux shortcuts & cheatsheet

start new:

tmux

start new with session name:

tmux new -s myname

	# Derived from this: https://github.com/gashton/bambustudio_tools/blob/master/bambudiscovery.sh
	# Python implementation without need for linux
	# Send the IP address of your BambuLab printer to port 2021/udp, which BambuStudio is listens on.

	# Ensure your PC has firewall pot 2021/udp open. This is required as the proper response would usually go to the ephemeral source port that the M-SEARCH ssdp:discover message.
	# But we are are blindly sending a response directly to the BambuStudio listening service port (2021/udp).

	# Temporary solution to BambuStudio not allowing you to manually specify the Printer IP.

	# Usage:

	redis = require 'redis'

	client = redis.createClient()
	SS_PREFIX = 'ss:'

	#
	# user
	# name: shadowsocks 的用户名
	# password: shadowsocks 的密码
	# method: shadowsocks 的加密方法

	'''
	@author: tintinweb

	python asn.1 decoder including utility functions for pem format certificates
	'''
	import re,hashlib, binascii


	class ASN1Element(object):
	TYPE_UNIVERSAL = 0x00

	#Backup:
	adb remount
	adb pull /data/data/com.android.providers.telephony/databases/mmssms.db mmssms.db

	#Restore:
	adb remount
	adb push mmssms.db /data/data/com.android.providers.telephony/databases/mmssms.db