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https://github.com/blakeblackshear/frigate.git
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Dynamically enable/disable GenAI (#19139)
* config * dispatcher and mqtt * docs * use config updater * add switch to frontend
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@ -27,6 +27,8 @@ cameras:
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enabled: False
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```
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Generative AI can also be toggled dynamically for a camera via MQTT with the topic `frigate/<camera_name>/genai/set`. See the [MQTT documentation](/integrations/mqtt/#frigatecamera_namegenaiset).
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## Ollama
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:::warning
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@ -397,6 +397,14 @@ Topic to turn review detections for a camera on or off. Expected values are `ON`
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Topic with current state of review detections for a camera. Published values are `ON` and `OFF`.
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### `frigate/<camera_name>/genai/set`
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Topic to turn generative AI for a camera on or off. Expected values are `ON` and `OFF`.
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### `frigate/<camera_name>/genai/state`
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Topic with current state of generative AI for a camera. Published values are `ON` and `OFF`.
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### `frigate/<camera_name>/birdseye/set`
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Topic to turn Birdseye for a camera on and off. Expected values are `ON` and `OFF`. Birdseye mode
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@ -75,6 +75,7 @@ class Dispatcher:
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"birdseye_mode": self._on_birdseye_mode_command,
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"review_alerts": self._on_alerts_command,
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"review_detections": self._on_detections_command,
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"genai": self._on_genai_command,
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}
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self._global_settings_handlers: dict[str, Callable] = {
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"notifications": self._on_global_notification_command,
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@ -207,6 +208,7 @@ class Dispatcher:
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].onvif.autotracking.enabled,
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"alerts": self.config.cameras[camera].review.alerts.enabled,
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"detections": self.config.cameras[camera].review.detections.enabled,
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"genai": self.config.cameras[camera].genai.enabled,
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}
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self.publish("camera_activity", json.dumps(camera_status))
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@ -737,3 +739,28 @@ class Dispatcher:
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review_settings,
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)
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self.publish(f"{camera_name}/review_detections/state", payload, retain=True)
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def _on_genai_command(self, camera_name: str, payload: str) -> None:
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"""Callback for GenAI topic."""
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genai_settings = self.config.cameras[camera_name].genai
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if payload == "ON":
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if not self.config.cameras[camera_name].genai.enabled_in_config:
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logger.error(
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"GenAI must be enabled in the config to be turned on via MQTT."
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)
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return
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if not genai_settings.enabled:
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logger.info(f"Turning on GenAI for {camera_name}")
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genai_settings.enabled = True
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elif payload == "OFF":
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if genai_settings.enabled:
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logger.info(f"Turning off GenAI for {camera_name}")
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genai_settings.enabled = False
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self.config_updater.publish_update(
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CameraConfigUpdateTopic(CameraConfigUpdateEnum.genai, camera_name),
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genai_settings,
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)
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self.publish(f"{camera_name}/genai/state", payload, retain=True)
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@ -122,6 +122,11 @@ class MqttClient(Communicator): # type: ignore[misc]
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"ON" if camera.review.detections.enabled_in_config else "OFF",
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retain=True,
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)
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self.publish(
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f"{camera_name}/genai/state",
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"ON" if camera.genai.enabled_in_config else "OFF",
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retain=True,
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)
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if self.config.notifications.enabled_in_config:
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self.publish(
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@ -215,6 +220,7 @@ class MqttClient(Communicator): # type: ignore[misc]
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"birdseye_mode",
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"review_alerts",
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"review_detections",
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"genai",
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]
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for name in self.config.cameras.keys():
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@ -58,6 +58,10 @@ class GenAICameraConfig(BaseModel):
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title="What triggers to use to send frames to generative AI for a tracked object.",
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)
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enabled_in_config: Optional[bool] = Field(
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default=None, title="Keep track of original state of generative AI."
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)
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@field_validator("required_zones", mode="before")
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@classmethod
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def validate_required_zones(cls, v):
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@ -17,6 +17,7 @@ class CameraConfigUpdateEnum(str, Enum):
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birdseye = "birdseye"
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detect = "detect"
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enabled = "enabled"
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genai = "genai"
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motion = "motion" # includes motion and motion masks
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notifications = "notifications"
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objects = "objects"
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@ -97,6 +98,8 @@ class CameraConfigUpdateSubscriber:
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config.detect = updated_config
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elif update_type == CameraConfigUpdateEnum.enabled:
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config.enabled = updated_config
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elif update_type == CameraConfigUpdateEnum.genai:
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config.genai = updated_config
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elif update_type == CameraConfigUpdateEnum.motion:
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config.motion = updated_config
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elif update_type == CameraConfigUpdateEnum.notifications:
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@ -606,6 +606,7 @@ class FrigateConfig(FrigateBaseModel):
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camera_config.review.detections.enabled_in_config = (
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camera_config.review.detections.enabled
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)
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camera_config.genai.enabled_in_config = camera_config.genai.enabled
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# Add default filters
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object_keys = camera_config.objects.track
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@ -100,6 +100,7 @@ class EmbeddingMaintainer(threading.Thread):
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[
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CameraConfigUpdateEnum.add,
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CameraConfigUpdateEnum.remove,
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CameraConfigUpdateEnum.genai,
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CameraConfigUpdateEnum.semantic_search,
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],
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)
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@ -150,6 +150,10 @@
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"title": "Streams",
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"desc": "Disabling a camera completely stops Frigate's processing of this camera's streams. Detection, recording, and debugging will be unavailable.<br /> <em>Note: This does not disable go2rtc restreams.</em>"
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},
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"genai": {
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"title": "Generative AI",
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"desc": "Temporarily enable/disable Generative AI for this camera. When disabled, AI generated descriptions will not be requested for tracked objects on this camera."
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},
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"review": {
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"title": "Review",
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"desc": "Enable/disable alerts and detections for this camera. When disabled, no new review items will be generated.",
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@ -68,6 +68,7 @@ function useValue(): useValueReturn {
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autotracking,
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alerts,
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detections,
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genai,
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} = state["config"];
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cameraStates[`${name}/recordings/state`] = record ? "ON" : "OFF";
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cameraStates[`${name}/enabled/state`] = enabled ? "ON" : "OFF";
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@ -89,6 +90,7 @@ function useValue(): useValueReturn {
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cameraStates[`${name}/review_detections/state`] = detections
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? "ON"
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: "OFF";
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cameraStates[`${name}/genai/state`] = genai ? "ON" : "OFF";
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});
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setWsState((prevState) => ({
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@ -276,6 +278,17 @@ export function useDetectionsState(camera: string): {
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return { payload: payload as ToggleableSetting, send };
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}
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export function useGenAIState(camera: string): {
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payload: ToggleableSetting;
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send: (payload: ToggleableSetting, retain?: boolean) => void;
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} {
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const {
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value: { payload },
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send,
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} = useWs(`${camera}/genai/state`, `${camera}/genai/set`);
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return { payload: payload as ToggleableSetting, send };
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}
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export function usePtzCommand(camera: string): {
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payload: string;
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send: (payload: string, retain?: boolean) => void;
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@ -64,6 +64,7 @@ export interface FrigateCameraState {
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autotracking: boolean;
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alerts: boolean;
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detections: boolean;
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genai: boolean;
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};
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motion: boolean;
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objects: ObjectType[];
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@ -29,7 +29,12 @@ import { cn } from "@/lib/utils";
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import { Trans, useTranslation } from "react-i18next";
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import { Switch } from "@/components/ui/switch";
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import { Label } from "@/components/ui/label";
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import { useAlertsState, useDetectionsState, useEnabledState } from "@/api/ws";
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import {
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useAlertsState,
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useDetectionsState,
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useEnabledState,
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useGenAIState,
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} from "@/api/ws";
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import CameraEditForm from "@/components/settings/CameraEditForm";
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import { LuPlus } from "react-icons/lu";
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import {
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@ -142,6 +147,9 @@ export default function CameraSettingsView({
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const { payload: detectionsState, send: sendDetections } =
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useDetectionsState(selectedCamera);
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const { payload: genAIState, send: sendGenAI } =
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useGenAIState(selectedCamera);
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const handleCheckedChange = useCallback(
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(isChecked: boolean) => {
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if (!isChecked) {
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@ -402,6 +410,36 @@ export default function CameraSettingsView({
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</div>
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</div>
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</div>
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{config?.genai?.enabled && (
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<>
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<Separator className="my-2 flex bg-secondary" />
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<Heading as="h4" className="my-2">
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<Trans ns="views/settings">camera.genai.title</Trans>
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</Heading>
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<div className="mb-5 mt-2 flex max-w-5xl flex-col gap-2 space-y-3 text-sm text-primary-variant">
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<div className="flex flex-row items-center">
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<Switch
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id="alerts-enabled"
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className="mr-3"
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checked={genAIState == "ON"}
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onCheckedChange={(isChecked) => {
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sendGenAI(isChecked ? "ON" : "OFF");
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}}
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/>
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<div className="space-y-0.5">
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<Label htmlFor="genai-enabled">
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<Trans>button.enabled</Trans>
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</Label>
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</div>
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</div>
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<div className="mt-3 text-sm text-muted-foreground">
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<Trans ns="views/settings">camera.genai.desc</Trans>
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</div>
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</div>
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</>
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)}
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<Separator className="my-2 flex bg-secondary" />
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