Skip to content

Instantly share code, notes, and snippets.

View artiwarahd's full-sized avatar

Artiwarah Damrongchai artiwarahd

  • OIVAN
  • Khon Kaen, Thailand
View GitHub Profile

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.

@jaydenseric
jaydenseric / zeit-now-g-suite-setup.md
Created March 20, 2017 04:46
Zeit Now G Suite setup

Run each of the following lines, replacing yourdomain.com and codehere with your details:

now dns add yourdomain.com @ TXT google-site-verification=codehere
now dns add yourdomain.com @ MX ASPMX.L.GOOGLE.COM 1
now dns add yourdomain.com @ MX ALT1.ASPMX.L.GOOGLE.COM 5
now dns add yourdomain.com @ MX ALT2.ASPMX.L.GOOGLE.COM 5
now dns add yourdomain.com @ MX ALT3.ASPMX.L.GOOGLE.COM 10
now dns add yourdomain.com @ MX ALT4.ASPMX.L.GOOGLE.COM 10
@0xjac
0xjac / private_fork.md
Last active April 8, 2026 16:32
Create a private fork of a public repository

The repository for the assignment is public and Github does not allow the creation of private forks for public repositories.

The correct way of creating a private frok by duplicating the repo is documented here.

For this assignment the commands are:

  1. Create a bare clone of the repository. (This is temporary and will be removed so just do it wherever.)

git clone --bare git@github.com:usi-systems/easytrace.git

@neonto
neonto / ReactStudio-Reactconf.md
Last active March 19, 2024 22:53
React Studio - a GUI tool built specifically for React

--> Star this gist if you want to see it on the Reactive 2016 conference <--

Writing React.js is fun... But being able to draw React components, design responsive layouts and create entire app flows visually can be even more fun! (Especially for those non-coder members of your team who think ECMAScript 6 is a skin disease. They should see the light of React too.)

In this lightning talk, we'll give you a world premiere sneak peek at React Studio (www.reactstudio.com), a GUI tool built specifically for React. We'll explain how React's functional design makes it a great fit for visual tools. Also we will show how React Studio's plugin approach makes it a really powerful meta-programming system. Want to switch your app from Redux to Alt.js or vice versa? Just swap the state plugin and export again! That's just one of the joys of using a visual system for your Reactified visual design.

https://reactiveconf.com

@ChuckJHardy
ChuckJHardy / digital_ocean_setup.md
Last active February 23, 2026 13:46
DigitalOcean Ubuntu 14.04 x64 + Rails 4 + Nginx + Unicorn + PostgreSQL + Capistrano 3 Setup Instructions

DigitalOcean Ubuntu 14.04 x64 + Rails 4 + Nginx + Unicorn + PostgreSQL + Capistrano 3

SSH into Root

$ ssh root@123.123.123.123

Change Root Password

@hopsoft
hopsoft / db.rake
Last active November 13, 2025 15:40
Rails rake tasks for dump & restore of PostgreSQL databases
# lib/tasks/db.rake
namespace :db do
desc "Dumps the database to db/APP_NAME.dump"
task :dump => :environment do
cmd = nil
with_config do |app, host, db, user|
cmd = "pg_dump --host #{host} --username #{user} --verbose --clean --no-owner --no-acl --format=c #{db} > #{Rails.root}/db/#{app}.dump"
end
puts cmd