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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.

provider "aws" {
version = "~> 2.0"
region = "eu-west-2"
}
# Providing a reference to our default VPC
resource "aws_default_vpc" "default_vpc" {
}
# Providing a reference to our default subnets
@holmberd
holmberd / ssh-banner.md
Last active October 6, 2022 09:04
SSH welcome banner with FIGlet

SSH Welcome banner with FIGlet

  • sudo apt-get install figlet
  • sudo touch /etc/update-motd.d/10-my-banner
  • sudo chmod +x /etc/update-motd.d/10-my-banner

10-my-banner.sh:

#!/bin/sh
@rantav
rantav / docker-ssh.zsh
Created May 8, 2018 08:32
Docker SSH - a simple shell (zsh) function to connect to a running docker container
##############################################
# Add this to your .zshrc
#
# And then:
# $ docker ps
# => find your container ID or name and
# $ docker-ssh <containerID or containerName>
#
##############################################
@a-h
a-h / 01-simple.test.js
Last active January 21, 2026 05:28
Testing styled Material UI components with Enzyme
import React from 'react';
import { shallow } from 'enzyme';
const Item = text => <p>Item {text}</p>;
const Composition = ({ showB }) => (
<p>
<Item text="A" />
{showB && <Item text="B" />}
</p>);
@messi89
messi89 / \Laravel\Passport\Http\Controllers\AccessTokenController
Last active October 25, 2025 21:00
Laravel Passport - Customize The Token Response
<?php
/**
* Laravel Passport - Customize Token response.
*
* @author Messi89 OVERGEN <@messi89minou>
* @link https://github.com/messi89
*/
namespace App\Http\Controllers\Api;
use App\Models\User;
@simonw
simonw / example_output.json
Created August 3, 2017 23:43
Python function for retrieving all git commits (from "git log" in the current directory) as a useful data structure
[
{
"date": "Mon Jan 23 13:03:00 2017 -0800",
"message": "Recommended by Django https://docs.djangoproject.com/en/1.10/ref/databases/#setting-sql-mode",
"title": "SET sql_mode='STRICT_TRANS_TABLES';",
"hash": "a395f401c9a6d3e8602b80ecc729d736da871f46",
"author": "Simon Willison <simonw@example.com>"
},
{
"date": "Mon Jan 23 11:37:38 2017 -0800",
@ceduliocezar
ceduliocezar / sonarqube-postgres-docker.md
Created August 1, 2017 18:58
How easily run Sonar Qube and PostgresSQL with Docker Containers

TL;DR

After installing Docker, follow three steps:
Step 1:
Run: docker network create mynet

Step 2:
Run: docker run --name sonar-postgres -e POSTGRES_USER=sonar -e POSTGRES_PASSWORD=sonar -d -p 5432:5432 --net mynet postgres

Step 3:
Run: docker run --name sonarqube -p 9000:9000 -e SONARQUBE_JDBC_USERNAME=sonar -e SONARQUBE_JDBC_PASSWORD=sonar -e SONARQUBE_JDBC_URL=jdbc:postgresql://sonar-postgres:5432/sonar -d --net mynet sonarqube:5.6

@ethanpil
ethanpil / wp-secure.conf
Created May 12, 2017 16:16
Wordpress Security for NginX
# wp-secure.conf
#
#
# This file includes common security considerations for wordpress using nginx.
#
# The goal is to block actions which are usually dangerous to wordpress.
# Additionally, we block direct access to PHP files and folders which should not
# be accessed directly from a browser.
#
# Also have included exceptions for plugins that are known to require this access.
@mtrunkat
mtrunkat / docker-mongo-repair
Last active March 19, 2024 06:28
Run "mongo --repair" in Docker container that cannot start because of MongoDB error
#!/bin/bash
# See https://github.com/docker-library/mongo/pull/63
docker run --rm --volumes-from my-mongo-server mongo unlink "/data/db/mongod.lock"
docker run --rm --volumes-from my-mongo-server mongo --repair