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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.

Cheat sheet: JavaScript Array methods

Deriving a new Array from an existing Array:

['■','●','▲'].slice(1, 3)           ['●','▲']
['■','●','■'].filter(x => x==='■')  ['■','■']
    ['▲','●'].map(x => x+x)         ['▲▲','●●']
    ['▲','●'].flatMap(x => [x,x])   ['▲','▲','●','●']
@qoomon
qoomon / conventional-commits-cheatsheet.md
Last active June 29, 2026 05:24
Conventional Commits Cheatsheet
@Geoff-Ford
Geoff-Ford / master-javascript-interview.md
Last active May 28, 2026 16:16
Eric Elliott's Master the JavaScript Interview Series
with
dau as (
-- This part of the query can be pretty much anything.
-- The only requirement is that it have three columns:
-- dt, user_id, inc_amt
-- Where dt is a date and user_id is some unique identifier for a user.
-- Each dt-user_id pair should be unique in this table.
-- inc_amt represents the amount of value that this user created on dt.
-- The most common case is
-- inc_amt = incremental revenue from the user on dt
@brock
brock / nodereinstall.sh
Last active March 27, 2025 16:22
Complete Node Reinstall. I've moved this to a repo at http://git.io/node-reinstall
#!/bin/bash
# node-reinstall
# credit: http://stackoverflow.com/a/11178106/2083544
## program version
VERSION="0.0.13"
## path prefix
PREFIX="${PREFIX:-/usr/local}"
@staltz
staltz / introrx.md
Last active June 23, 2026 21:33
The introduction to Reactive Programming you've been missing
@labnol
labnol / google-apps-script.md
Last active May 24, 2026 14:48 — forked from junaidk/resources.md
How to Learn Google Apps Script

Learning Google Apps Script

Find the best resources for learning Google Apps Script, the glue that connects all Google Workspace services including Gmail, Google Drive, Calendar, Google Sheets, Forms, Maps, and more.

A good place to learn more about Google Apps Script is the official documentation available at developers.google.com. Here are other Apps Script resources that will help you get up to speed.

  1. Google Apps Script Code Samples by Amit Agarwal
  2. Google Apps Script Development - Create Google Apps Script projects locally inside VS Code - video tutorial
  3. Awesome Google Scripts by Amit Agarwal
  4. Google Developer Experts - Follow Apps Scr
@natelandau
natelandau / .bash_profile
Last active June 21, 2026 16:18
Mac OSX Bash Profile
# ---------------------------------------------------------------------------
#
# Description: This file holds all my BASH configurations and aliases
#
# Sections:
# 1. Environment Configuration
# 2. Make Terminal Better (remapping defaults and adding functionality)
# 3. File and Folder Management
# 4. Searching
# 5. Process Management
@ndarville
ndarville / business-models.md
Last active May 29, 2026 04:06
Business models based on the compiled list at http://news.ycombinator.com/item?id=4924647. I find the link very hard to browse, so I made a simple version in Markdown instead.

Business Models

Advertising

Models Examples
Display ads Yahoo!
Search ads Google