Gabriel Medina rhaseven7h

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.

Download docker-compose.yml to dir named sentry
Change SENTRY_SECRET_KEY to random 32 char string
Run docker-compose up -d
Run docker-compose exec sentry sentry upgrade to setup database and create admin user
(Optional) Run docker-compose exec sentry pip install sentry-slack if you want slack plugin, it can be done later
Run docker-compose restart sentry
Sentry is now running on public port 9000

https://docs.docker.com/compose/compose-file/#env_file

Enable #enable-devtools-experiments flag in chrome://flags section.
Open Chorme Devtools and check Settings > Experiments > Allow extensions to load custom stylesheets.

Create the following four files in a dedicated folder.

3.1. devtools.html

<html>
<head></head>
<body><script src="devtools.js"></script></body>

	/* be sure to copy-paste to the Image Widget Custom CSS panel */
	selector,
	selector .elementor-widget-container,
	selector .elementor-image,
	selector .elementor-image > a {
	height: 100%;
	}
	selector .elementor-image img {
	object-fit: cover;
	object-position: 50% 50%;

	#!/bin/sh

	certbot certonly \
	--manual \
	-d '*.yourdomain.com' \
	-d yourdomain.com \
	--agree-tos \
	--no-bootstrap \
	--manual-public-ip-logging-ok \
	--preferred-challenges dns-01 \

	void handleSerialComms() {
	while (Serial1.available()) {
	char inByte = Serial1.read();
	Serial.write(inByte);
	}
	while (Serial.available()) {
	int inByte = Serial.read();
	Serial1.write(inByte);
	}
	}

	apiVersion: v1
	kind: ReplicationController
	metadata:
	name: kube-registry-v0
	namespace: kube-system
	labels:
	k8s-app: kube-registry
	version: v0
	spec:
	replicas: 1



	## Useful Commands

	Get kubectl version

	kubectl version

	Get cluster info:

	import java.io.Console;
	import java.io.IOException;
	import java.io.Reader;
	import java.lang.Runtime;

	public class Main {

	public static void main(String[] args) throws IOException, InterruptedException {
	System.out.println("Press the \"z\" key to exit!");
	String[] cmd = {"/bin/sh", "-c", "stty raw </dev/tty"};

	package main

	import (
	"encoding/hex"
	"log"
	"net"
	"time"
	)

	const (