Skip to content

Instantly share code, notes, and snippets.

View llinfeng's full-sized avatar

Linfeng Li llinfeng

  • The University of Michigan
  • Ann Arbor, MI, USA
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.

@thugcee
thugcee / tmux-switch-pane.sh
Created January 11, 2021 22:56
tmux and fzf: fuzzy tmux session/window/pane switcher (this version uses tmux new popup window)
#!/bin/bash
# customizable
LIST_DATA="#{window_name} #{pane_title} #{pane_current_path} #{pane_current_command}"
FZF_COMMAND="fzf-tmux -p --delimiter=: --with-nth 4 --color=hl:2"
# do not change
TARGET_SPEC="#{session_name}:#{window_id}:#{pane_id}:"
# select pane
@sahensley
sahensley / tmux-conf-copy-to-windows-clipboard.md
Created July 26, 2019 05:34
Tmux config to copy to the Windows system clipboard

About

Tmux 2.4 (April 2017) added a very useful copy-pipe-and-cancel command.

The config below configures copying to the tmux buffer and the Windows system clipboard in one command, including click-and-drag copying (without holding shift). I'm sure there's a way to get this to work with copy-mode (emacs style) but I'm not familiar enough with it to offer any advice. I've tested the config successfully both in WSL via PowerShell and WSL via MinTTY.

Config

# Configure copying
@davialexandre
davialexandre / gruvbox_dark.json
Created June 23, 2019 18:09
Gruvbox Dark color scheme for the new Windows Terminal
{
"background" : "#282828",
"black" : "#282828",
"blue" : "#458588",
"brightBlack" : "#928374",
"brightBlue" : "#83A598",
"brightCyan" : "#8EC07C",
"brightGreen" : "#B8BB26",
"brightPurple" : "#D3869B",
"brightRed" : "#FB4934",
@jnaecker
jnaecker / git+overleaf+github.md
Last active March 10, 2025 21:00
Using Overleaf as your TeX editor but getting your files to Github

git + overleaf + github

Setup

Connect Overleaf and your local repo

  1. Make a new project on Overleaf.
  2. In the share menu, copy the link from "Clone with git"
  3. On your computer:
    • use cd to navigate to where you want to put your project
@vext01
vext01 / vimura.md
Last active November 9, 2024 10:33
Vim+Zathura+Synctex

Vim+Zathura+Synctex

  • In a script called 'vimura':
#!/bin/sh
echo $1
zathura -s -x "gvim --servername $1 -c \"let g:syncpdf='$1'\" --remote +%{line} %{input}" $*
@cheeaun
cheeaun / horizontal-scroll.ahk
Created August 4, 2009 03:18
AutoHotkey: Shift + Wheel for horizontal scrolling
; Shift + Wheel for horizontal scrolling
+WheelDown::WheelRight
+WheelUp::WheelLeft