feat: add source-grounded evolution and Ollama assistant

deploy/unraid/README.md

@@ -188,6 +188,29 @@ GEOINTEL_POSTGIS_DATA_PATH=/mnt/user/appdata/geointel/postgres-data
 
 `GEOINTEL_POSTGIS_DATA_PATH` contains the embedded PostGIS database files.
 
+## Local Ollama assistant
+
+The repository Compose file, DockerMan template and automatic deployment all
+map `host.docker.internal` to the Unraid host and enable the source-grounded
+assistant by default. Ollama must already listen on host port `11434`;
+GeoIntel does not install or expose Ollama itself.
+
+```env
+OLLAMA_ENABLED=true
+OLLAMA_BASE_URL=http://host.docker.internal:11434
+OLLAMA_DEFAULT_MODEL=qwen3.5:9b
+OLLAMA_TIMEOUT_SECONDS=120
+OLLAMA_MAX_OUTPUT_TOKENS=700
+```
+
+The model dropdown comes from Ollama `/api/tags`, so changing the installed
+models requires no frontend rebuild. Verify after deployment with:
+
+```bash
+curl http://127.0.0.1:1202/api/v1/assistant/status
+curl http://127.0.0.1:1202/api/v1/assistant/models
+```
+
 ## Update from Gitea
 
 ```bash

deploy/unraid/geointel-unraid-template.xml

@@ -13,7 +13,7 @@
   <WebUI>http://[IP]:[PORT:80]/</WebUI>
   <TemplateURL>deploy/unraid/geointel-unraid-template.xml</TemplateURL>
   <Icon>http://192.168.10.150:1202/geointel-icon.png</Icon>
-  <ExtraParams/>
+  <ExtraParams>--add-host=host.docker.internal:host-gateway</ExtraParams>
   <PostArgs/>
   <CPUset/>
   <DateInstalled/>
@@ -34,4 +34,8 @@
   <Config Name="Orthophoto WMS URL" Target="ORTHOPHOTO_WMS_URL" Default="https://geo.api.vlaanderen.be/OMWRGBMRVL/wms" Mode="" Description="Official Digitaal Vlaanderen most-recent winter orthophoto WMS endpoint." Type="Variable" Display="advanced" Required="true" Mask="false">https://geo.api.vlaanderen.be/OMWRGBMRVL/wms</Config>
   <Config Name="Orthophoto Resolution (m)" Target="ORTHOPHOTO_RESOLUTION_M" Default="1.0" Mode="" Description="Requested analysis sampling in metres per pixel. Keep at 1.0 for the active building model profile." Type="Variable" Display="advanced" Required="true" Mask="false">1.0</Config>
   <Config Name="Orthophoto Maximum Side (m)" Target="ORTHOPHOTO_MAX_SIDE_M" Default="1024" Mode="" Description="Safety limit for each selected rectangle side before external acquisition and local inference." Type="Variable" Display="advanced" Required="true" Mask="false">1024</Config>
+  <Config Name="Local Ollama Assistant" Target="OLLAMA_ENABLED" Default="true" Mode="" Description="Enable the source-grounded GeoIntel assistant backed by Ollama on the Unraid host." Type="Variable" Display="always" Required="true" Mask="false">true</Config>
+  <Config Name="Ollama Base URL" Target="OLLAMA_BASE_URL" Default="http://host.docker.internal:11434" Mode="" Description="Ollama API reachable from the container. The deployment maps host.docker.internal to the Unraid host gateway." Type="Variable" Display="always" Required="true" Mask="false">http://host.docker.internal:11434</Config>
+  <Config Name="Default Ollama Model" Target="OLLAMA_DEFAULT_MODEL" Default="qwen3.5:9b" Mode="" Description="Preferred locally installed Ollama model. Users can select another installed model in GeoIntel." Type="Variable" Display="always" Required="true" Mask="false">qwen3.5:9b</Config>
+  <Config Name="Ollama Timeout Seconds" Target="OLLAMA_TIMEOUT_SECONDS" Default="120" Mode="" Description="Maximum wait for one local assistant response." Type="Variable" Display="advanced" Required="true" Mask="false">120</Config>
 </Container>

deploy/unraid/geointel.env.example

@@ -48,3 +48,11 @@ YOLO_MAX_TILES=100
 YOLO_MAX_DETECTIONS=1000
 YOLO_DUPLICATE_IOU_THRESHOLD=0.5
 YOLO_BATCH_SIZE=1
+
+# Local Ollama assistant. The all-in-one container reaches the Unraid host
+# through Docker's host-gateway mapping; no Ollama port is exposed by GeoIntel.
+OLLAMA_ENABLED=true
+OLLAMA_BASE_URL=http://host.docker.internal:11434
+OLLAMA_DEFAULT_MODEL=qwen3.5:9b
+OLLAMA_TIMEOUT_SECONDS=120
+OLLAMA_MAX_OUTPUT_TOKENS=700

deploy/unraid/run-dockerman-container.sh

@@ -40,6 +40,11 @@ YOLO_MAX_TILES="${YOLO_MAX_TILES:-100}"
 YOLO_MAX_DETECTIONS="${YOLO_MAX_DETECTIONS:-1000}"
 YOLO_DUPLICATE_IOU_THRESHOLD="${YOLO_DUPLICATE_IOU_THRESHOLD:-0.5}"
 YOLO_BATCH_SIZE="${YOLO_BATCH_SIZE:-1}"
+OLLAMA_ENABLED="${OLLAMA_ENABLED:-true}"
+OLLAMA_BASE_URL="${OLLAMA_BASE_URL:-http://host.docker.internal:11434}"
+OLLAMA_DEFAULT_MODEL="${OLLAMA_DEFAULT_MODEL:-qwen3.5:9b}"
+OLLAMA_TIMEOUT_SECONDS="${OLLAMA_TIMEOUT_SECONDS:-120}"
+OLLAMA_MAX_OUTPUT_TOKENS="${OLLAMA_MAX_OUTPUT_TOKENS:-700}"
 
 install_dockerman_metadata() {
   if [ -d /boot/config/plugins/dockerMan ]; then
@@ -82,6 +87,7 @@ docker run -d \
   --label net.unraid.docker.managed=dockerman \
   --label 'net.unraid.docker.webui=http://[IP]:[PORT:80]/' \
   --label net.unraid.docker.icon=/boot/config/plugins/dockerMan/images/geointel-icon.png \
+  --add-host host.docker.internal:host-gateway \
   -p "${GEOINTEL_FRONTEND_PORT}:80" \
   -e GEOINTEL_POSTGRES_DB="$GEOINTEL_POSTGRES_DB" \
   -e GEOINTEL_POSTGRES_USER="$GEOINTEL_POSTGRES_USER" \
@@ -109,6 +115,11 @@ docker run -d \
   -e YOLO_MAX_DETECTIONS="$YOLO_MAX_DETECTIONS" \
   -e YOLO_DUPLICATE_IOU_THRESHOLD="$YOLO_DUPLICATE_IOU_THRESHOLD" \
   -e YOLO_BATCH_SIZE="$YOLO_BATCH_SIZE" \
+  -e OLLAMA_ENABLED="$OLLAMA_ENABLED" \
+  -e OLLAMA_BASE_URL="$OLLAMA_BASE_URL" \
+  -e OLLAMA_DEFAULT_MODEL="$OLLAMA_DEFAULT_MODEL" \
+  -e OLLAMA_TIMEOUT_SECONDS="$OLLAMA_TIMEOUT_SECONDS" \
+  -e OLLAMA_MAX_OUTPUT_TOKENS="$OLLAMA_MAX_OUTPUT_TOKENS" \
   -v "${GEOINTEL_POSTGIS_DATA_PATH}:/var/lib/postgresql/data" \
   -v "${GEOINTEL_STORAGE_PATH}:/app/storage" \
   -v "${GEOINTEL_MODELS_PATH}:/app/models" \