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Alex Yan alexmaze

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  • Tencent
  • Shanghai, China
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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.

@programus
programus / alacritty.yml
Last active August 22, 2025 17:03
pull down from top alacritty (like iTerm2)
window:
# Window dimensions (changes require restart)
#
# Number of lines/columns (not pixels) in the terminal. The number of columns
# must be at least `2`, while using a value of `0` for columns and lines will
# fall back to the window manager's recommended size.
dimensions:
columns: 500
lines: 30
#!/bin/bash
###
### my-script — does one thing well
###
### Usage:
### my-script <input> <output>
###
### Options:
### <input> Input file to read.
### <output> Output file to write. Use '-' for stdout.
@y0ngb1n
y0ngb1n / docker-registry-mirrors.md
Last active May 27, 2026 01:02
国内的 Docker Hub 镜像加速器,由国内教育机构与各大云服务商提供的镜像加速服务 | Dockerized 实践 https://github.com/y0ngb1n/dockerized
@hakobe
hakobe / client.go
Created September 23, 2016 16:33
golang unix domain socket
package main
import (
"io"
"log"
"net"
"time"
)
func reader(r io.Reader) {
@brandondurham
brandondurham / styles.less
Last active December 7, 2025 19:59
Using Operator Mono in Atom
/**
* Using Operator Mono in Atom
*
* 1. Open up Atom Preferences.
* 2. Click the “Open Config Folder” button.
* 3. In the new window’s tree view on the left you should see a file called “styles.less”. Open that up.
* 4. Copy and paste the CSS below into that file. As long as you have Operator Mono SSm installed you should be golden!
* 5. Tweak away.
*
* Theme from the screenshot (http://cdn.typography.com/assets/images/blog/operator_ide2.png):
@ifels
ifels / centos6.5_nginx
Last active September 7, 2023 01:57
centos 6.5 nginx安装与配置
第一步,在/etc/yum.repos.d/目录下创建一个源配置文件nginx.repo:
cd /etc/yum.repos.d/
vim nginx.repo
填写如下内容:
[nginx]
name=nginx repo