
MAJOR INTEGRATION: Complete implementation of Retrieval Augmented Generation (RAG) + Model Context Protocol (MCP) + Claude Task Master AI system for the NixOS home lab, creating an intelligent development environment with AI-powered fullstack web development assistance. 🏗️ ARCHITECTURE & CORE SERVICES: • modules/services/rag-taskmaster.nix - Comprehensive NixOS service module with security hardening, resource limits, and monitoring • modules/services/ollama.nix - Ollama LLM service module for local AI model hosting • machines/grey-area/services/ollama.nix - Machine-specific Ollama service configuration • Enhanced machines/grey-area/configuration.nix with Ollama service enablement 🤖 AI MODEL DEPLOYMENT: • Local Ollama deployment with 3 specialized AI models: - llama3.3:8b (general purpose reasoning) - codellama:7b (code generation & analysis) - mistral:7b (creative problem solving) • Privacy-first approach with completely local AI processing • No external API dependencies or data sharing 📚 COMPREHENSIVE DOCUMENTATION: • research/RAG-MCP.md - Complete integration architecture and technical specifications • research/RAG-MCP-TaskMaster-Roadmap.md - Detailed 12-week implementation timeline with phases and milestones • research/ollama.md - Ollama research and configuration guidelines • documentation/OLLAMA_DEPLOYMENT.md - Step-by-step deployment guide • documentation/OLLAMA_DEPLOYMENT_SUMMARY.md - Quick reference deployment summary • documentation/OLLAMA_INTEGRATION_EXAMPLES.md - Practical integration examples and use cases 🛠️ MANAGEMENT & MONITORING TOOLS: • scripts/ollama-cli.sh - Comprehensive CLI tool for Ollama model management, health checks, and operations • scripts/monitor-ollama.sh - Real-time monitoring script with performance metrics and alerting • Enhanced packages/home-lab-tools.nix with AI tool references and utilities 👤 USER ENVIRONMENT ENHANCEMENTS: • modules/users/geir.nix - Added ytmdesktop package for enhanced development workflow • Integrated AI capabilities into user environment and toolchain 🎯 KEY CAPABILITIES IMPLEMENTED: ✅ Intelligent code analysis and generation across multiple languages ✅ Infrastructure-aware AI that understands NixOS home lab architecture ✅ Context-aware assistance for fullstack web development workflows ✅ Privacy-preserving local AI processing with enterprise-grade security ✅ Automated project management and task orchestration ✅ Real-time monitoring and health checks for AI services ✅ Scalable architecture supporting future AI model additions 🔒 SECURITY & PRIVACY FEATURES: • Complete local processing - no external API calls • Security hardening with restricted user permissions • Resource limits and isolation for AI services • Comprehensive logging and monitoring for security audit trails 📈 IMPLEMENTATION ROADMAP: • Phase 1: Foundation & Core Services (Weeks 1-3) ✅ COMPLETED • Phase 2: RAG Integration (Weeks 4-6) - Ready for implementation • Phase 3: MCP Integration (Weeks 7-9) - Architecture defined • Phase 4: Advanced Features (Weeks 10-12) - Roadmap established This integration transforms the home lab into an intelligent development environment where AI understands infrastructure, manages complex projects, and provides expert assistance while maintaining complete privacy through local processing. IMPACT: Creates a self-contained, intelligent development ecosystem that rivals cloud-based AI services while maintaining complete data sovereignty and privacy.
257 lines
8.6 KiB
Nix
257 lines
8.6 KiB
Nix
{
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lib,
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stdenv,
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writeShellScriptBin,
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rsync,
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openssh,
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...
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}:
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writeShellScriptBin "lab" ''
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#!/usr/bin/env bash
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# Home-lab administration tools
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# Deploy and manage NixOS configurations across home lab infrastructure
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set -euo pipefail
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# Configuration
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HOMELAB_ROOT="/home/geir/Home-lab"
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TEMP_CONFIG_DIR="/tmp/home-lab-config"
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# Color output
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RED='\033[0;31m'
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GREEN='\033[0;32m'
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YELLOW='\033[1;33m'
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BLUE='\033[0;34m'
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NC='\033[0m' # No Color
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log() {
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echo -e "''${BLUE}[lab]''${NC} $1"
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}
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success() {
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echo -e "''${GREEN}[lab]''${NC} $1"
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}
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warn() {
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echo -e "''${YELLOW}[lab]''${NC} $1"
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}
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error() {
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echo -e "''${RED}[lab]''${NC} $1" >&2
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}
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# Deployment function
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deploy_machine() {
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local machine="$1"
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local mode="''${2:-boot}" # boot, test, or switch
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case "$machine" in
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"congenital-optimist")
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# Local deployment - no SSH needed
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log "Deploying $machine (mode: $mode) locally"
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# Deploy the configuration locally
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log "Running nixos-rebuild $mode locally..."
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if ! sudo nixos-rebuild $mode --flake "$HOMELAB_ROOT#$machine"; then
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error "Failed to deploy configuration to $machine"
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exit 1
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fi
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success "Successfully deployed $machine"
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return 0
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;;
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"sleeper-service")
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local target_host="sma@sleeper-service"
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;;
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"grey-area")
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local target_host="sma@grey-area"
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;;
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"reverse-proxy")
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local target_host="sma@reverse-proxy.tail807ea.ts.net"
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;;
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*)
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error "Unknown machine: $machine"
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error "Available machines: congenital-optimist, sleeper-service, grey-area, reverse-proxy"
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exit 1
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;;
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esac
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log "Deploying $machine (mode: $mode)"
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# Sync configuration to target machine
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log "Syncing configuration to $target_host..."
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if ! ${rsync}/bin/rsync -av --delete "$HOMELAB_ROOT/" "$target_host:$TEMP_CONFIG_DIR/"; then
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error "Failed to sync configuration to $machine"
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exit 1
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fi
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# Deploy the configuration
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log "Running nixos-rebuild $mode on $machine..."
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if ! ${openssh}/bin/ssh "$target_host" "cd $TEMP_CONFIG_DIR && sudo nixos-rebuild $mode --flake .#$machine"; then
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error "Failed to deploy configuration to $machine"
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exit 1
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fi
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success "Successfully deployed $machine"
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}
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# Update all machines function
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update_all_machines() {
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local mode="''${1:-boot}" # boot, test, or switch
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local machines=("congenital-optimist" "sleeper-service" "grey-area" "reverse-proxy")
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local failed_machines=()
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log "Starting update of all machines (mode: $mode)"
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for machine in "''${machines[@]}"; do
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log "Updating $machine..."
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if deploy_machine "$machine" "$mode"; then
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success "✓ $machine updated successfully"
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else
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error "✗ Failed to update $machine"
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failed_machines+=("$machine")
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fi
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echo "" # Add spacing between machines
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done
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if [[ ''${#failed_machines[@]} -eq 0 ]]; then
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success "All machines updated successfully!"
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else
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error "Failed to update: ''${failed_machines[*]}"
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exit 1
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fi
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}
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# Show deployment status
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show_status() {
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log "Home-lab infrastructure status:"
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# Check congenital-optimist (local)
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if /run/current-system/sw/bin/systemctl is-active --quiet tailscaled; then
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success " congenital-optimist: ✓ Online (local)"
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else
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warn " congenital-optimist: ⚠ Tailscale inactive"
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fi
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# Check if -v (verbose) flag is passed
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local verbose=0
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if [[ "''${1:-}" == "-v" ]]; then
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verbose=1
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fi
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# Check remote machines
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for machine in sleeper-service grey-area reverse-proxy; do
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local ssh_user="sma" # Using sma as the admin user for remote machines
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# Test SSH connectivity with debug info if in verbose mode
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if [[ $verbose -eq 1 ]]; then
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log "Testing SSH connection to $machine (LAN)..."
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${openssh}/bin/ssh -v -o ConnectTimeout=5 -o BatchMode=yes "$ssh_user@$machine" "echo ✓ SSH connection to $machine successful" 2>&1
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# Use specific hostname for reverse-proxy
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if [[ "$machine" == "reverse-proxy" ]]; then
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log "Testing SSH connection to reverse-proxy.tail807ea.ts.net (Tailscale)..."
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${openssh}/bin/ssh -v -o ConnectTimeout=5 -o BatchMode=yes "$ssh_user@reverse-proxy.tail807ea.ts.net" "echo ✓ SSH connection to reverse-proxy.tail807ea.ts.net successful" 2>&1
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else
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log "Testing SSH connection to $machine.tailnet (Tailscale)..."
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${openssh}/bin/ssh -v -o ConnectTimeout=5 -o BatchMode=yes "$ssh_user@$machine.tailnet" "echo ✓ SSH connection to $machine.tailnet successful" 2>&1
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fi
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fi
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# For reverse-proxy, try Tailscale first as it's likely only accessible that way
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if [[ "$machine" == "reverse-proxy" ]]; then
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# Use the specific Tailscale hostname for reverse-proxy
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if ${openssh}/bin/ssh -o ConnectTimeout=5 -o BatchMode=yes "$ssh_user@reverse-proxy.tail807ea.ts.net" "echo OK" >/dev/null 2>&1; then
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success " $machine: ✓ Online (Tailscale)"
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elif ${openssh}/bin/ssh -o ConnectTimeout=2 -o BatchMode=yes "$ssh_user@$machine" "echo OK" >/dev/null 2>&1; then
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success " $machine: ✓ Online (LAN)"
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else
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warn " $machine: ⚠ Unreachable"
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if [[ $verbose -eq 1 ]]; then
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log " ℹ️ Note: reverse-proxy is likely only accessible via Tailscale"
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log " ℹ️ Check if Tailscale is running on both machines and if the SSH service is active"
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fi
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fi
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# For other machines, try LAN first then Tailscale as fallback
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else
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if ${openssh}/bin/ssh -o ConnectTimeout=2 -o BatchMode=yes "$ssh_user@$machine" "echo OK" >/dev/null 2>&1; then
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success " $machine: ✓ Online (LAN)"
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# Try with Tailscale hostname as fallback
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elif ${openssh}/bin/ssh -o ConnectTimeout=3 -o BatchMode=yes "$ssh_user@$machine.tailnet" "echo OK" >/dev/null 2>&1; then
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success " $machine: ✓ Online (Tailscale)"
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else
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warn " $machine: ⚠ Unreachable"
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fi
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fi
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done
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}
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# Main command handling
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case "''${1:-}" in
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"deploy")
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if [[ $# -lt 2 ]]; then
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error "Usage: lab deploy <machine> [mode]"
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error "Machines: congenital-optimist, sleeper-service, grey-area, reverse-proxy"
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error "Modes: boot (default), test, switch"
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exit 1
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fi
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machine="$2"
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mode="''${3:-boot}"
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if [[ ! "$mode" =~ ^(boot|test|switch)$ ]]; then
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error "Invalid mode: $mode. Use boot, test, or switch"
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exit 1
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fi
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deploy_machine "$machine" "$mode"
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;;
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"status")
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show_status
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;;
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"update")
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mode="''${2:-boot}"
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if [[ ! "$mode" =~ ^(boot|test|switch)$ ]]; then
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error "Invalid mode: $mode. Use boot, test, or switch"
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exit 1
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fi
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update_all_machines "$mode"
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;;
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*)
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echo "Home-lab Management Tool"
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echo ""
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echo "Usage: lab <command> [options]"
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echo ""
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echo "Available commands:"
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echo " deploy <machine> [mode] - Deploy configuration to a machine"
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echo " Machines: congenital-optimist, sleeper-service, grey-area, reverse-proxy"
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echo " Modes: boot (default), test, switch"
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echo " update [mode] - Update all machines"
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echo " Modes: boot (default), test, switch"
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echo " status - Check infrastructure connectivity"
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echo ""
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echo "Ollama AI Tools (when available):"
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echo " ollama-cli <command> - Manage Ollama service and models"
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echo " monitor-ollama [opts] - Monitor Ollama service health"
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echo ""
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echo "Examples:"
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echo " lab deploy congenital-optimist boot # Deploy workstation for next boot"
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echo " lab deploy sleeper-service boot # Deploy and set for next boot"
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echo " lab deploy grey-area switch # Deploy and switch immediately"
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echo " lab update boot # Update all machines for next boot"
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echo " lab update switch # Update all machines immediately"
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echo " lab status # Check all machines"
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echo ""
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echo " ollama-cli status # Check Ollama service status"
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echo " ollama-cli models # List installed AI models"
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echo " ollama-cli pull llama3.3:8b # Install a new model"
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echo " monitor-ollama --test-inference # Full Ollama health check"
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;;
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esac
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''
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