aaronsb

Here's a docker-compose.yml file that will set up Open WebUI with GPU support:

services:
  open-webui:
    image: ghcr.io/open-webui/open-webui:cuda
    container_name: open-webui
    network_mode: "host"
    volumes:
      - open-webui:/app/backend/data

aaronsb

I'll create a whitepaper that combines both documents into a comprehensive exploration of the concept, maintaining the technical tone of the source documents and including the Mermaid diagrams.

The Evolution Toward Human-AI Bidirectional Collaboration: A Universal Interface Paradigm

Executive Summary

This whitepaper explores how current AI chat platforms could evolve toward a "universal interface" paradigm where the human user is reimagined as both an instigator and a data source within the Model Context Protocol (MCP) architecture. This evolution creates more fluid, bidirectional interactions where either humans or AI can initiate exchanges based on contextual needs, and where conversation becomes the orchestration layer for both tools and interface modes.

By treating humans as collaborative data sources within the existing MCP architecture—similar to databases, APIs, or services—we can transform the protocol from a tool-connection standard to a true collaboration protocol. This approach acknowledg

aaronsb

Understanding Orbital Mechanics: Shifting Altitude Explained for Everyone

Introduction

This document explains the fascinating world of orbital mechanics, specifically focusing on how objects change their altitude while in orbit. While orbital mechanics is a complex field of physics and mathematics, the core concepts can be understood through everyday analogies and simple explanations.

Orbital mechanics governs how satellites, space stations, and spacecraft move through space. Understanding these principles helps us appreciate the incredible engineering behind space missions and the precise calculations required to navigate the cosmos.

Document Structure