Add reusable GIS run mode and AI runtime opt-in

scripts/README.md

@@ -135,6 +135,18 @@ The model-load smoke is opt-in, requires real optional AI dependencies, refuses
 `--assume-dependencies`, loads only the supplied local file and does not download
 weights or run prediction.
 
+Docker images install only the GIS runtime by default. To build a local/Tower
+image with PyTorch/Ultralytics available for the configured-YOLO preflight and
+runtime path, set:
+
+```bash
+GEOINTEL_INSTALL_AI=true
+```
+
+For Unraid/all-in-one deployments, place model files under
+`GEOINTEL_MODELS_PATH` so they appear in the container under `/app/models`, then
+set `YOLO_ENABLED=true` and `YOLO_MODEL_PATH=/app/models/<model>.pt`.
+
 Clean old offline demo export artifacts without touching uploaded source data:
 
 ```bash

scripts/deploy_tower.ps1

@@ -5,6 +5,7 @@ param(
     [string]$RemoteRepo = "gitea-widefrog:NuklearRabbit/geointel.git",
     [string]$SshKey = "$HOME/.ssh/widefrog_unraid_deploy",
     [string]$FrontendUrl = "http://192.168.10.150:1202",
+    [string]$InstallAi = $(if ($env:GEOINTEL_INSTALL_AI) { $env:GEOINTEL_INSTALL_AI } else { "false" }),
     [switch]$Bootstrap
 )
 
@@ -34,7 +35,7 @@ git reset --hard 'origin/$RemoteBranch'
 chmod +x scripts/*.sh backend/docker_start.sh deploy/unraid/*.sh || true
 
 docker compose -f docker-compose.unraid.yml config >/dev/null
-docker build -f deploy/unraid/Dockerfile.all-in-one -t geointel-all-in-one:latest .
+docker build --build-arg GEOINTEL_INSTALL_AI='$InstallAi' -f deploy/unraid/Dockerfile.all-in-one -t geointel-all-in-one:latest .
 bash deploy/unraid/run-dockerman-container.sh
 
 if [ -x scripts/live_migration_smoke.sh ]; then

scripts/deploy_tower.sh

@@ -35,7 +35,7 @@ git checkout -B "$REMOTE_BRANCH" "origin/$REMOTE_BRANCH"
 chmod +x scripts/*.sh backend/docker_start.sh deploy/unraid/*.sh || true
 
 docker compose -f docker-compose.unraid.yml config >/dev/null
-docker build -f deploy/unraid/Dockerfile.all-in-one -t geointel-all-in-one:latest .
+docker build --build-arg GEOINTEL_INSTALL_AI=${GEOINTEL_INSTALL_AI:-false} -f deploy/unraid/Dockerfile.all-in-one -t geointel-all-in-one:latest .
 bash deploy/unraid/run-dockerman-container.sh
 
 if [[ -x scripts/live_migration_smoke.sh ]]; then