diff --git a/setup_service.sh b/setup_service.sh
new file mode 100644
index 0000000..0f1adaa
--- /dev/null
+++ b/setup_service.sh
@@ -0,0 +1,109 @@
+#!/bin/bash
+
+# Configuration with parameters
+SERVICE_NAME="ollama-proxy-server"
+USER="ollama-proxy-server"
+
+if [ "$#" -ne 1 ]; then
+    echo "Usage: $0 <working_directory>"
+    exit 1
+fi
+
+WORKING_DIR=$1
+LOG_DIR="$WORKING_DIR/logs"
+SCRIPT_PATH="$WORKING_DIR/ollama-proxy-server/main.py"
+
+echo "Setting up System Monitor service..."
+
+# Create dedicated user if it doesn't exist already
+if ! id "$USER" &>/dev/null; then
+    echo "Creating user $USER..."
+    sudo useradd -r -s /bin/false "/home/$SERVICE_NAME"
+fi
+
+# Ensure the working directory is writable by the dedicated user
+sudo mkdir -p "$WORKING_DIR"
+sudo cp -r * "$WORKING_DIR/"
+sudo chown -R "$USER:$USER" "$WORKING_DIR"
+
+# Set permissions for logs and reports directories
+echo "Setting up directories and files..."
+sudo mkdir -p "$LOG_DIR"
+sudo mkdir -p "$WORKING_DIR/reports"
+sudo chown -R "$USER:$USER" "$LOG_DIR"
+
+# Create systemd service file
+echo "Creating systemd service..."
+sudo tee /etc/systemd/system/$SERVICE_NAME.service > /dev/null << EOF
+[Unit]
+Description=GPU and Ollama Monitor
+After=network.target
+Wants=network.target
+
+[Service]
+Type=simple
+User=$USER
+Group=$USER
+WorkingDirectory=$WORKING_DIR
+ExecStart=/bin/bash $WORKING_DIR/run.sh --interval 10 --db-path $WORKING_DIR/gpu_stats.db --log-dir $LOG_DIR
+Restart=always
+RestartSec=10
+StandardOutput=journal
+StandardError=journal
+
+# Environment
+Environment=PATH=/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin
+Environment=PYTHONUNBUFFERED=1
+
+# Security settings
+NoNewPrivileges=true
+PrivateTmp=true
+ProtectHome=true
+ProtectSystem=strict
+ReadWritePaths=$WORKING_DIR $LOG_DIR
+
+[Install]
+WantedBy=multi-user.target
+EOF
+
+# Install Python dependencies with proper permissions and environment variables preserved
+echo "Installing Python dependencies..."
+sudo -u "$USER" python3 -m venv $WORKING_DIR/venv
+sudo chown -R "$USER:$USER" $WORKING_DIR/venv
+
+# Activate the virtual environment and install dependencies as user without --user flag
+echo "Activating virtualenv and installing Python packages..."
+sudo -H -u "$USER" bash << EOF
+source $WORKING_DIR/venv/bin/activate && pip install --no-cache-dir $WORKING_DIR
+EOF
+
+# Create logrotate config
+echo "Setting up log rotation..."
+sudo tee /etc/logrotate.d/$SERVICE_NAME > /dev/null << EOF
+$LOG_DIR/*.log {
+    daily
+    rotate 15
+    compress
+    delaycompress
+    missingok
+    notifempty
+    create 644 $USER $USER
+    postrotate
+        systemctl reload-or-restart $SERVICE_NAME
+    endscript
+}
+EOF
+
+# Reload systemd and enable service
+echo "Enabling service..."
+sudo systemctl daemon-reload
+sudo systemctl enable "$SERVICE_NAME"
+
+echo "Service setup complete!"
+echo ""
+echo "Commands:"
+echo "  Start:   sudo systemctl start $SERVICE_NAME"
+echo "  Stop:    sudo systemctl stop $SERVICE_NAME"
+echo "  Status:  sudo journalctl -u $SERVICE_NAME -f"
+echo "  Logs:    sudo journalctl -u $SERVICE_NAME -f"
+echo "  Reports: ls $WORKING_DIR/reports/"