olealgoritme

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.

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ANNOUNCEMENT

I have moved this over to the Tech Interview Cheat Sheet Repo and has been expanded and even has code challenges you can run and practice against!






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Streaming your Linux desktop to Youtube and Twitch via Nvidia's NVENC and VAAPI:

Considerations to take when live streaming:

The following best practice observations apply when using a hardware-based encoder for live streaming to any platform:

1. Set the buffer size (-bufsize:v) equal to the target bitrate (-b:v). You want to ensure that you're encoding in CBR mode.

2. Set up the encoders as shown:

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#!/bin/bash

function install_dependencies() {
	echo "Installing dependencies..."
	sudo apt -qq update
	sudo apt -qq install -y curl git wget
	sudo apt -qq install -y bison flex kernel-package libssl-dev
}

function init() {

olealgoritme

Safest way to clean up boot partition - Ubuntu 14.04LTS-x64, Ubuntu 16.04LTS-x64

Reference

Case I: if /boot is not 100% full and apt is working

1. Check the current kernel version

$ uname -r 

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#!/usr/bin/python
# -*- coding: utf-8 -*-
import os
import hashlib
import argparse
import binascii
import struct


def encrypt_v1(imei, key):

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uint16_t udp_checksum(struct udphdr *p_udp_header, size_t len, uint32_t src_addr, uint32_t dest_addr)
{
  const uint16_t *buf = (const uint16_t*)p_udp_header;
  uint16_t *ip_src = (void*)&src_addr, *ip_dst = (void*)&dest_addr;
  uint32_t sum;
  size_t length = len;

  // Calculate the sum
  sum = 0;
  while (len > 1)

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## Sublime Text 3 Serial key build is 3176

> * Added these lines into  /etc/hosts 

127.0.0.1       www.sublimetext.com
127.0.0.1       license.sublimehq.com

> * Used the license key

----- BEGIN LICENSE -----

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I use the first


—– BEGIN LICENSE —–
Michael Barnes
Single User License
EA7E-821385
8A353C41 872A0D5C DF9B2950 AFF6F667
C458EA6D 8EA3C286 98D1D650 131A97AB
AA919AEC EF20E143 B361B1E7 4C8B7F04

olealgoritme

#!/bin/bash

#load wacom driver
sudo modprobe wacom

#unbind touch screen
echo 2-1.6:1.0 | sudo tee /sys/bus/usb/drivers/usbhid/unbind

#unbind pen
echo 2-1.5:1.1 | sudo tee /sys/bus/usb/drivers/usbhid/unbind