Kamik

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.

The author of the original article - https://t.me/Pryslonskyi
All rights belongs to him. Here is only .md adaptation and translation.

	blueprint:
	name: Smart Light
	description: >
	# 🔆 Smart Light

	Version: 3.5


	Smart Lighting: Your Lights, Your Way - Take Control and Customize it to Perfection!💡✨

	import os
	from collections.abc import Iterator
	from reportlab.pdfgen import canvas
	from reportlab.lib.pagesizes import LETTER, landscape
	from reportlab.lib.units import inch
	from reportlab.pdfbase import pdfmetrics
	from reportlab.pdfbase.ttfonts import TTFont

	# Usage:
	# label = AveryLabels.AveryLabel(5160)

	blueprint:
	name: Low battery level detection & notification for all battery sensors
	description: Regularly test all sensors with 'battery' device-class for crossing
	a certain battery level threshold and if so execute an action.
	domain: automation
	input:
	threshold:
	name: Battery warning level threshold
	description: Battery sensors below threshold are assumed to be low-battery (as
	well as binary battery sensors with value 'on').

	@echo off
	chcp 65001 > nul

	set E1C_RAS=localhost:3545
	set E1C_RAC=C:\Program Files\1cv8\current\bin\rac.exe
	set DB_SERVER=localhost:3541
	set DB_NAME=1C_DATABASE
	set DB_USER=1C_ADMINISTRATOR
	set DB_PWD=1C_PASSWORD
	set PGUSER=PG_ADMINISTRATOR

	#!/usr/bin/php -q
	<?php

	/* * * * * * * * * * * * * * * * * * * * ***
	*
	* Latest Version: https://gist.github.com/lgaetz/8633920
	*
	* Description:
	*
	* Script lgaetz-didloopback.php is used on a FreePBX server, with custom dialplan that calls

	#!/bin/bash

	####
	# Split MySQL dump SQL file into one file per table
	# based on http://blog.tty.nl/2011/12/28/splitting-a-database-dump
	####

	if [ $# -lt 1 ] ; then
	echo "USAGE $0 DUMP_FILE [TABLE]"
	exit

Kamik

LLM Wiki

The core idea

Table of contents