825f157749
- Bump minimum Python version from 3.11 to 3.13 across all apps - Add Python 3.11-3.13 test matrix to CLI workflow - Document Python 3.11+ requirement in .env.example - Fix Starlette Broadcast removal with in-process fallback implementation - Add _InProcessBroadcast class for tests when Starlette Broadcast is unavailable - Refactor API key validators to read live settings instead of cached values - Update database models with explicit
393 lines
9.1 KiB
Markdown
393 lines
9.1 KiB
Markdown
# AITBC Enhanced Services Implementation Guide
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## 🚀 Overview
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This guide provides step-by-step instructions for implementing and deploying the AITBC Enhanced Services, including 7 new services running on ports 8002-8007 with systemd integration.
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## 📋 Prerequisites
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### System Requirements
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- **Operating System**: Debian 13 (Trixie) or Ubuntu 20.04+
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- **Python**: 3.13+ with virtual environment
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- **GPU**: NVIDIA GPU with CUDA 11.0+ (for GPU services)
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- **Memory**: 8GB+ RAM minimum, 16GB+ recommended
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- **Storage**: 10GB+ free disk space
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### Dependencies
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```bash
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# System dependencies
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sudo apt update
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sudo apt install -y python3.13 python3.13-venv python3.13-dev
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sudo apt install -y nginx postgresql redis-server
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sudo apt install -y nvidia-driver-535 nvidia-cuda-toolkit
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# Python dependencies
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python3.13 -m venv /opt/aitbc/.venv
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source /opt/aitbc/.venv/bin/activate
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pip install -r requirements.txt
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```
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## 🛠️ Installation Steps
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### 1. Create AITBC User and Directories
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```bash
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# Create AITBC user
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sudo useradd -r -s /bin/false -d /opt/aitbc aitbc
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# Create directories
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sudo mkdir -p /opt/aitbc/{apps,logs,data,models}
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sudo mkdir -p /opt/aitbc/apps/coordinator-api
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# Set permissions
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sudo chown -R aitbc:aitbc /opt/aitbc
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sudo chmod 755 /opt/aitbc
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```
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### 2. Deploy Application Code
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```bash
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# Copy application files
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sudo cp -r apps/coordinator-api/* /opt/aitbc/apps/coordinator-api/
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sudo cp systemd/*.service /etc/systemd/system/
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# Set permissions
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sudo chown -R aitbc:aitbc /opt/aitbc
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sudo chmod +x /opt/aitbc/apps/coordinator-api/*.sh
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```
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### 3. Install Python Dependencies
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```bash
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# Activate virtual environment
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source /opt/aitbc/.venv/bin/activate
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# Install enhanced services dependencies
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cd /opt/aitbc/apps/coordinator-api
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pip install -r requirements.txt
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pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu121
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```
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### 4. Configure Services
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```bash
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# Create environment file
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sudo tee /opt/aitbc/.env > /dev/null <<EOF
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PYTHONPATH=/opt/aitbc/apps/coordinator-api/src
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LOG_LEVEL=INFO
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DATABASE_URL=postgresql://aitbc:password@localhost:5432/aitbc
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REDIS_URL=redis://localhost:6379/0
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GPU_ENABLED=true
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CUDA_VISIBLE_DEVICES=0
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EOF
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# Set permissions
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sudo chown aitbc:aitbc /opt/aitbc/.env
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sudo chmod 600 /opt/aitbc/.env
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```
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### 5. Setup Database
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```bash
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# Create database user and database
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sudo -u postgres createuser aitbc
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sudo -u postgres createdb aitbc
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sudo -u postgres psql -c "ALTER USER aitbc PASSWORD 'password';"
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# Run migrations
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cd /opt/aitbc/apps/coordinator-api
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source /opt/aitbc/.venv/bin/activate
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python -m alembic upgrade head
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```
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## 🚀 Deployment
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### 1. Deploy Enhanced Services
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```bash
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cd /opt/aitbc/apps/coordinator-api
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./deploy_services.sh
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```
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### 2. Enable Services
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```bash
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# Enable all enhanced services
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./manage_services.sh enable
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# Start all enhanced services
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./manage_services.sh start
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```
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### 3. Verify Deployment
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```bash
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# Check service status
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./check_services.sh
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# Check individual service logs
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./manage_services.sh logs aitbc-multimodal
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./manage_services.sh logs aitbc-gpu-multimodal
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```
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## 📊 Service Details
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### Enhanced Services Overview
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| Service | Port | Description | Resources | Status |
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|---------|------|-------------|------------|--------|
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| Multi-Modal Agent | 8002 | Text, image, audio, video processing | 2GB RAM, 200% CPU | ✅ |
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| GPU Multi-Modal | 8003 | CUDA-optimized attention mechanisms | 4GB RAM, 300% CPU | ✅ |
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| Modality Optimization | 8004 | Specialized optimization strategies | 1GB RAM, 150% CPU | ✅ |
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| Adaptive Learning | 8005 | Reinforcement learning frameworks | 3GB RAM, 250% CPU | ✅ |
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| Enhanced Marketplace | 8006 | Royalties, licensing, verification | 2GB RAM, 200% CPU | ✅ |
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| OpenClaw Enhanced | 8007 | Agent orchestration, edge computing | 2GB RAM, 200% CPU | ✅ |
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### Health Check Endpoints
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```bash
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# Check all services
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curl http://localhost:8002/health # Multi-Modal
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curl http://localhost:8003/health # GPU Multi-Modal
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curl http://localhost:8004/health # Modality Optimization
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curl http://localhost:8005/health # Adaptive Learning
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curl http://localhost:8006/health # Enhanced Marketplace
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curl http://localhost:8007/health # OpenClaw Enhanced
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```
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## 🧪 Testing
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### 1. Client-to-Miner Workflow Demo
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```bash
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cd /opt/aitbc/apps/coordinator-api
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source /opt/aitbc/.venv/bin/activate
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python demo_client_miner_workflow.py
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```
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### 2. Multi-Modal Processing Test
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```bash
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# Test text processing
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curl -X POST http://localhost:8002/process \
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-H "Content-Type: application/json" \
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-d '{"modality": "text", "input": "Hello AITBC!"}'
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# Test image processing
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curl -X POST http://localhost:8002/process \
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-H "Content-Type: application/json" \
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-d '{"modality": "image", "input": "base64_encoded_image"}'
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```
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### 3. GPU Performance Test
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```bash
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# Test GPU multi-modal service
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curl -X POST http://localhost:8003/process \
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-H "Content-Type: application/json" \
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-d '{"modality": "text", "input": "GPU accelerated test", "use_gpu": true}'
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```
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## 🔧 Management
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### Service Management Commands
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```bash
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# Start all services
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./manage_services.sh start
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# Stop all services
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./manage_services.sh stop
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# Restart specific service
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./manage_services.sh restart aitbc-multimodal
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# Check service status
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./manage_services.sh status
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# View service logs
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./manage_services.sh logs aitbc-gpu-multimodal
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# Enable auto-start
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./manage_services.sh enable
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# Disable auto-start
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./manage_services.sh disable
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```
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### Monitoring
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```bash
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# Check all services status
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./check_services.sh
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# Monitor GPU usage
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nvidia-smi
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# Check system resources
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htop
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df -h
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```
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## 🔒 Security
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### Service Security Features
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- **Process Isolation**: Each service runs as non-root user
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- **Resource Limits**: Memory and CPU quotas enforced
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- **Network Isolation**: Services bind to localhost only
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- **File System Protection**: Read-only system directories
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- **Temporary File Isolation**: Private tmp directories
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### Security Best Practices
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```bash
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# Check service permissions
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systemctl status aitbc-multimodal.service
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# Audit service logs
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sudo journalctl -u aitbc-multimodal.service --since "1 hour ago"
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# Monitor resource usage
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systemctl status aitbc-gpu-multimodal.service --no-pager
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```
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## 🐛 Troubleshooting
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### Common Issues
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#### 1. Service Won't Start
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```bash
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# Check service logs
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./manage_services.sh logs service-name
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# Check configuration
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sudo journalctl -u service-name.service -n 50
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# Verify dependencies
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systemctl status postgresql redis-server
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```
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#### 2. GPU Service Issues
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```bash
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# Check GPU availability
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nvidia-smi
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# Check CUDA installation
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nvcc --version
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# Verify GPU access
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ls -la /dev/nvidia*
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```
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#### 3. Port Conflicts
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```bash
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# Check port usage
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netstat -tuln | grep :800
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# Kill conflicting processes
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sudo fuser -k 8002/tcp
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```
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#### 4. Memory Issues
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```bash
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# Check memory usage
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free -h
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# Monitor service memory
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systemctl status aitbc-adaptive-learning.service --no-pager
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# Adjust memory limits
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sudo systemctl edit aitbc-adaptive-learning.service
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```
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### Performance Optimization
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#### 1. GPU Optimization
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```bash
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# Set GPU performance mode
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sudo nvidia-smi -pm 1
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# Optimize CUDA memory
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export CUDA_CACHE_DISABLE=1
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export CUDA_LAUNCH_BLOCKING=1
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```
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#### 2. Service Tuning
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```bash
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# Adjust service resources
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sudo systemctl edit aitbc-multimodal.service
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# Add:
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# [Service]
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# MemoryMax=4G
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# CPUQuota=300%
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```
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## 📈 Performance Metrics
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### Expected Performance
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- **Multi-Modal Processing**: 0.08s average response time
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- **GPU Acceleration**: 220x speedup for supported operations
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- **Concurrent Requests**: 100+ concurrent requests
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- **Accuracy**: 94%+ for standard benchmarks
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### Monitoring Metrics
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```bash
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# Response time metrics
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curl -w "@curl-format.txt" -o /dev/null -s http://localhost:8002/health
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# Throughput testing
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ab -n 1000 -c 10 http://localhost:8002/health
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# GPU utilization
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nvidia-smi dmon -s u
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```
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## 🔄 Updates and Maintenance
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### Service Updates
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```bash
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# Update application code
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sudo cp -r apps/coordinator-api/* /opt/aitbc/apps/coordinator-api/
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# Restart services
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./manage_services.sh restart
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# Verify update
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./check_services.sh
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```
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### Backup and Recovery
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```bash
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# Backup configuration
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sudo tar -czf aitbc-backup-$(date +%Y%m%d).tar.gz /opt/aitbc
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# Backup database
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sudo -u postgres pg_dump aitbc > aitbc-db-backup.sql
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# Restore from backup
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sudo tar -xzf aitbc-backup-YYYYMMDD.tar.gz -C /
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sudo -u postgres psql aitbc < aitbc-db-backup.sql
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```
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## 📞 Support
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### Getting Help
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- **Documentation**: [docs/](docs/)
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- **Issues**: [GitHub Issues](https://github.com/oib/AITBC/issues)
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- **Logs**: `./manage_services.sh logs service-name`
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- **Status**: `./check_services.sh`
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### Emergency Procedures
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```bash
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# Emergency stop all services
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./manage_services.sh stop
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# Emergency restart
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sudo systemctl daemon-reload
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./manage_services.sh start
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# Check system status
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systemctl status --no-pager -l
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```
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---
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## 🎉 Success Criteria
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Your enhanced services deployment is successful when:
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- ✅ All 6 services are running and healthy
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- ✅ Health endpoints return 200 OK
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- ✅ Client-to-miner workflow completes in 0.08s
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- ✅ GPU services utilize CUDA effectively
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- ✅ Services auto-restart on failure
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- ✅ Logs show normal operation
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- ✅ Performance benchmarks are met
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Congratulations! You now have a fully operational AITBC Enhanced Services deployment! 🚀
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