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Add unified assistant with Ultravox voice AI

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Chat screen now supports both:
- Text messaging (keyboard input)
- High-quality Ultravox voice calls (WebRTC)

Features:
- Voice call button in input bar (phone icon)
- Green status bar when call is active
- Transcripts from voice calls appear in chat history
- Voice badge on messages from voice conversation
- Mute button during calls
- Auto-end call when leaving screen

Background audio configured for iOS (audio, voip modes)
This commit is contained in:
Sergei 2026-01-16 12:20:17 -08:00
parent cde44adc5c
commit c1380b55dd
7 changed files with 2250 additions and 605 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

15
app.json
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@ -16,7 +16,8 @@
"infoPlist": {
"ITSAppUsesNonExemptEncryption": false,
"NSMicrophoneUsageDescription": "WellNuo needs access to your microphone for voice input to the AI assistant.",
"NSSpeechRecognitionUsageDescription": "WellNuo uses speech recognition to convert your voice to text for the AI assistant."
"NSSpeechRecognitionUsageDescription": "WellNuo uses speech recognition to convert your voice to text for the AI assistant.",
"UIBackgroundModes": ["audio", "voip"]
}
},
"android": {
@ -28,13 +29,21 @@
"monochromeImage": "./assets/images/android-icon-monochrome.png"
},
"edgeToEdgeEnabled": true,
"predictiveBackGestureEnabled": false
"predictiveBackGestureEnabled": false,
"permissions": [
"android.permission.RECORD_AUDIO",
"android.permission.FOREGROUND_SERVICE",
"android.permission.FOREGROUND_SERVICE_MICROPHONE",
"android.permission.WAKE_LOCK"
]
},
"web": {
"output": "static",
"favicon": "./assets/images/favicon.png"
},
"plugins": [
"@livekit/react-native-expo-plugin",
"@config-plugins/react-native-webrtc",
"expo-router",
[
"expo-splash-screen",
@ -66,6 +75,6 @@
"projectId": "4f415b4b-41c8-4b98-989c-32f6b3f97481"
}
},
"owner": "serter2069ya"
"owner": "serter20692"
}
}

16
app/(tabs)/_layout.tsx
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@ -46,15 +46,23 @@ export default function TabLayout() {
href: null,
}}
/>
{/* Chat with text + voice input - main assistant screen */}
<Tabs.Screen
name="chat"
options={{
title: 'Chat',
title: 'Julia AI',
tabBarIcon: ({ color, size }) => (
<Feather name="message-circle" size={22} color={color} />
),
}}
/>
{/* Voice-only screen hidden - Chat has both text and voice */}
<Tabs.Screen
name="voice"
options={{
href: null,
}}
/>
<Tabs.Screen
name="profile"
options={{
@ -64,13 +72,11 @@ export default function TabLayout() {
),
}}
/>
{/* Debug hidden */}
<Tabs.Screen
name="debug"
options={{
title: 'Debug',
tabBarIcon: ({ color, size }) => (
<Feather name="tool" size={22} color={color} />
),
href: null,
}}
/>
{/* Hide explore tab */}

1052
app/(tabs)/chat.tsx
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File diff suppressed because it is too large Load Diff

515
app/(tabs)/voice.tsx Normal file
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@ -0,0 +1,515 @@
/**
* Voice Screen - Ultravox Voice AI Integration
* Real-time voice conversation with Julia AI using WebRTC
* Ferdinand context is automatically loaded
*/
import React, { useState, useCallback, useRef, useEffect } from 'react';
import {
View,
Text,
StyleSheet,
TouchableOpacity,
ActivityIndicator,
Animated,
Easing,
} from 'react-native';
import { SafeAreaView } from 'react-native-safe-area-context';
import { Ionicons, Feather } from '@expo/vector-icons';
import { useRouter } from 'expo-router';
import { useFocusEffect } from '@react-navigation/native';
import {
useUltravox,
UltravoxSessionStatus,
type Transcript,
} from 'ultravox-react-native';
import { AppColors, BorderRadius, FontSizes, Spacing } from '@/constants/theme';
import {
createCall,
getSystemPrompt,
VOICE_NAME,
} from '@/services/ultravoxService';
type CallState = 'idle' | 'connecting' | 'active' | 'ending' | 'error';
export default function VoiceScreen() {
const router = useRouter();
// Call state
const [callState, setCallState] = useState<CallState>('idle');
const [error, setError] = useState<string | null>(null);
const [isMuted, setIsMuted] = useState(false);
// Animation for the voice button
const pulseAnim = useRef(new Animated.Value(1)).current;
const rotateAnim = useRef(new Animated.Value(0)).current;
// Tool implementations for navigation (client-side)
const toolImplementations = {
navigateToDashboard: () => {
console.log('[Voice] Tool: navigateToDashboard');
router.push('/(tabs)/dashboard');
return 'Navigating to Dashboard';
},
navigateToBeneficiaries: () => {
console.log('[Voice] Tool: navigateToBeneficiaries');
router.push('/(tabs)/beneficiaries');
return 'Navigating to Beneficiaries';
},
navigateToProfile: () => {
console.log('[Voice] Tool: navigateToProfile');
router.push('/(tabs)/profile');
return 'Navigating to Profile';
},
};
// Ultravox hook - proper way to use the SDK
const { transcripts, joinCall, leaveCall, session } = useUltravox({
tools: toolImplementations,
onStatusChange: (event) => {
console.log('[Voice] Status changed:', event.status);
switch (event.status) {
case UltravoxSessionStatus.IDLE:
case UltravoxSessionStatus.DISCONNECTED:
setCallState('idle');
break;
case UltravoxSessionStatus.CONNECTING:
setCallState('connecting');
break;
case UltravoxSessionStatus.LISTENING:
case UltravoxSessionStatus.THINKING:
case UltravoxSessionStatus.SPEAKING:
setCallState('active');
break;
case UltravoxSessionStatus.DISCONNECTING:
setCallState('ending');
break;
}
},
});
// Pulse animation when active
useEffect(() => {
if (callState === 'active') {
const pulse = Animated.loop(
Animated.sequence([
Animated.timing(pulseAnim, {
toValue: 1.15,
duration: 1000,
easing: Easing.inOut(Easing.ease),
useNativeDriver: true,
}),
Animated.timing(pulseAnim, {
toValue: 1,
duration: 1000,
easing: Easing.inOut(Easing.ease),
useNativeDriver: true,
}),
])
);
pulse.start();
return () => pulse.stop();
} else {
pulseAnim.setValue(1);
}
}, [callState, pulseAnim]);
// Rotate animation when connecting
useEffect(() => {
if (callState === 'connecting') {
const rotate = Animated.loop(
Animated.timing(rotateAnim, {
toValue: 1,
duration: 1500,
easing: Easing.linear,
useNativeDriver: true,
})
);
rotate.start();
return () => rotate.stop();
} else {
rotateAnim.setValue(0);
}
}, [callState, rotateAnim]);
// Start voice call
const startCall = useCallback(async () => {
setError(null);
setCallState('connecting');
// Get system prompt with Ferdinand context
const systemPrompt = getSystemPrompt();
try {
// Create call via API
const result = await createCall({
systemPrompt,
firstSpeaker: 'FIRST_SPEAKER_AGENT',
});
if (!result.success) {
throw new Error(result.error);
}
console.log('[Voice] Call created, joinUrl:', result.data.joinUrl);
// Join the call using the hook's joinCall
await joinCall(result.data.joinUrl);
console.log('[Voice] Joined call');
} catch (err) {
console.error('[Voice] Failed to start call:', err);
setError(err instanceof Error ? err.message : 'Failed to start call');
setCallState('error');
}
}, [joinCall]);
// End voice call
const endCall = useCallback(async () => {
setCallState('ending');
try {
await leaveCall();
} catch (err) {
console.error('[Voice] Error leaving call:', err);
}
setCallState('idle');
}, [leaveCall]);
// Toggle mute
const toggleMute = useCallback(() => {
if (session) {
const newMuted = !isMuted;
if (newMuted) {
session.muteMic();
} else {
session.unmuteMic();
}
setIsMuted(newMuted);
}
}, [session, isMuted]);
// End call when leaving the screen (switching tabs)
useFocusEffect(
useCallback(() => {
// Screen focused - do nothing special
return () => {
// Screen unfocused - end the call if active
if (callState === 'active' || callState === 'connecting') {
console.log('[Voice] Screen unfocused, ending call');
leaveCall().catch(console.error);
setCallState('idle');
}
};
}, [callState, leaveCall])
);
// Get last transcript for display
const lastTranscript = transcripts[transcripts.length - 1];
// Render voice button based on state
const renderVoiceButton = () => {
const spin = rotateAnim.interpolate({
inputRange: [0, 1],
outputRange: ['0deg', '360deg'],
});
switch (callState) {
case 'connecting':
return (
<Animated.View style={[styles.voiceButton, styles.voiceButtonConnecting, { transform: [{ rotate: spin }] }]}>
<Feather name="loader" size={48} color={AppColors.white} />
</Animated.View>
);
case 'active':
return (
<Animated.View style={[styles.voiceButton, styles.voiceButtonActive, { transform: [{ scale: pulseAnim }] }]}>
<TouchableOpacity onPress={endCall} style={styles.voiceButtonInner}>
<Ionicons name="call" size={48} color={AppColors.white} />
</TouchableOpacity>
</Animated.View>
);
case 'ending':
return (
<View style={[styles.voiceButton, styles.voiceButtonEnding]}>
<ActivityIndicator size="large" color={AppColors.white} />
</View>
);
case 'error':
return (
<TouchableOpacity style={[styles.voiceButton, styles.voiceButtonError]} onPress={startCall}>
<Ionicons name="refresh" size={48} color={AppColors.white} />
</TouchableOpacity>
);
default: // idle
return (
<TouchableOpacity style={[styles.voiceButton, styles.voiceButtonIdle]} onPress={startCall}>
<Ionicons name="mic" size={48} color={AppColors.white} />
</TouchableOpacity>
);
}
};
return (
<SafeAreaView style={styles.container} edges={['top']}>
{/* Header */}
<View style={styles.header}>
<TouchableOpacity
style={styles.backButton}
onPress={() => router.push('/(tabs)/dashboard')}
>
<Ionicons name="arrow-back" size={24} color={AppColors.textPrimary} />
</TouchableOpacity>
<View style={styles.headerCenter}>
<Text style={styles.headerTitle}>Julia AI</Text>
<Text style={styles.headerSubtitle}>
{callState === 'active' ? 'In call' : callState === 'connecting' ? 'Connecting...' : `Voice: ${VOICE_NAME}`}
</Text>
</View>
<View style={styles.headerRight}>
{callState === 'active' && (
<TouchableOpacity style={styles.muteButton} onPress={toggleMute}>
<Ionicons
name={isMuted ? 'mic-off' : 'mic'}
size={24}
color={isMuted ? AppColors.error : AppColors.textPrimary}
/>
</TouchableOpacity>
)}
</View>
</View>
{/* Main content */}
<View style={styles.content}>
{/* Avatar and status */}
<View style={styles.avatarSection}>
<View style={styles.avatarContainer}>
<View style={styles.avatar}>
<Text style={styles.avatarText}>J</Text>
</View>
{callState === 'active' && (
<View style={styles.statusDot} />
)}
</View>
<Text style={styles.assistantName}>Julia</Text>
<Text style={styles.assistantRole}>Ferdinand Zmrzli's Wellness Assistant</Text>
</View>
{/* Transcript display */}
{lastTranscript && callState === 'active' && (
<View style={styles.transcriptContainer}>
<Text style={styles.transcriptLabel}>
{lastTranscript.speaker === 'agent' ? 'Julia' : 'You'}:
</Text>
<Text style={styles.transcriptText} numberOfLines={3}>
{lastTranscript.text}
</Text>
</View>
)}
{/* Error display */}
{error && (
<View style={styles.errorContainer}>
<Ionicons name="alert-circle" size={24} color={AppColors.error} />
<Text style={styles.errorText}>{error}</Text>
</View>
)}
{/* Voice button */}
<View style={styles.buttonSection}>
{renderVoiceButton()}
<Text style={styles.buttonHint}>
{callState === 'idle' && 'Tap to start voice call'}
{callState === 'connecting' && 'Connecting...'}
{callState === 'active' && 'Tap to end call'}
{callState === 'ending' && 'Ending call...'}
{callState === 'error' && 'Tap to retry'}
</Text>
</View>
{/* Info text */}
{callState === 'idle' && (
<View style={styles.infoContainer}>
<Text style={styles.infoText}>
Ask Julia about Ferdinand's wellness status, alerts, or say "show me the dashboard" to navigate.
</Text>
</View>
)}
</View>
</SafeAreaView>
);
}
const styles = StyleSheet.create({
container: {
flex: 1,
backgroundColor: AppColors.background,
},
header: {
flexDirection: 'row',
alignItems: 'center',
justifyContent: 'space-between',
paddingHorizontal: Spacing.md,
paddingVertical: Spacing.sm,
borderBottomWidth: 1,
borderBottomColor: AppColors.border,
},
backButton: {
padding: Spacing.xs,
},
headerCenter: {
alignItems: 'center',
},
headerTitle: {
fontSize: FontSizes.lg,
fontWeight: '600',
color: AppColors.textPrimary,
},
headerSubtitle: {
fontSize: FontSizes.sm,
color: AppColors.success,
marginTop: 2,
},
headerRight: {
width: 44,
alignItems: 'flex-end',
},
muteButton: {
padding: Spacing.xs,
},
content: {
flex: 1,
alignItems: 'center',
justifyContent: 'space-between',
paddingVertical: Spacing.xl,
},
avatarSection: {
alignItems: 'center',
paddingTop: Spacing.xl,
},
avatarContainer: {
position: 'relative',
},
avatar: {
width: 120,
height: 120,
borderRadius: 60,
backgroundColor: AppColors.success,
justifyContent: 'center',
alignItems: 'center',
},
avatarText: {
fontSize: 48,
fontWeight: '600',
color: AppColors.white,
},
statusDot: {
position: 'absolute',
bottom: 8,
right: 8,
width: 24,
height: 24,
borderRadius: 12,
backgroundColor: AppColors.success,
borderWidth: 3,
borderColor: AppColors.background,
},
assistantName: {
fontSize: FontSizes.xxl,
fontWeight: '700',
color: AppColors.textPrimary,
marginTop: Spacing.md,
},
assistantRole: {
fontSize: FontSizes.base,
color: AppColors.textSecondary,
marginTop: Spacing.xs,
},
transcriptContainer: {
backgroundColor: AppColors.surface,
borderRadius: BorderRadius.lg,
padding: Spacing.md,
marginHorizontal: Spacing.lg,
maxWidth: '90%',
},
transcriptLabel: {
fontSize: FontSizes.sm,
fontWeight: '600',
color: AppColors.primary,
marginBottom: Spacing.xs,
},
transcriptText: {
fontSize: FontSizes.base,
color: AppColors.textPrimary,
lineHeight: 22,
},
errorContainer: {
flexDirection: 'row',
alignItems: 'center',
backgroundColor: 'rgba(229, 57, 53, 0.1)',
borderRadius: BorderRadius.md,
padding: Spacing.md,
marginHorizontal: Spacing.lg,
},
errorText: {
fontSize: FontSizes.sm,
color: AppColors.error,
marginLeft: Spacing.sm,
flex: 1,
},
buttonSection: {
alignItems: 'center',
},
voiceButton: {
width: 120,
height: 120,
borderRadius: 60,
justifyContent: 'center',
alignItems: 'center',
shadowColor: '#000',
shadowOffset: { width: 0, height: 4 },
shadowOpacity: 0.3,
shadowRadius: 8,
elevation: 8,
},
voiceButtonInner: {
width: '100%',
height: '100%',
justifyContent: 'center',
alignItems: 'center',
},
voiceButtonIdle: {
backgroundColor: AppColors.primary,
},
voiceButtonConnecting: {
backgroundColor: AppColors.warning || '#FF9800',
},
voiceButtonActive: {
backgroundColor: AppColors.success,
},
voiceButtonEnding: {
backgroundColor: AppColors.textMuted,
},
voiceButtonError: {
backgroundColor: AppColors.error,
},
buttonHint: {
fontSize: FontSizes.sm,
color: AppColors.textSecondary,
marginTop: Spacing.md,
},
infoContainer: {
paddingHorizontal: Spacing.xl,
paddingBottom: Spacing.lg,
},
infoText: {
fontSize: FontSizes.sm,
color: AppColors.textMuted,
textAlign: 'center',
lineHeight: 20,
},
});

983
assets/data/ferdinand_7days_events.json Normal file
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@ -0,0 +1,983 @@
{
"client": {
"id": "fz-001",
"name": "Ferdinand Zmrzli",
"address": "661 Encore Way"
},
"period": "last_7_days",
"days": [
{
"date": "6_days_ago",
"day": "Thursday",
"alerts": [
{
"type": "high_bathroom_frequency",
"time": "15:00",
"count": 7,
"severity": "medium",
"note": "Visited bathroom 7 times before 3pm (normal: 4-5)"
},
{
"type": "late_to_bed",
"time": "23:30",
"severity": "low",
"note": "Still awake at 23:30 (usual bedtime: 20:30-21:00)"
}
],
"events": [
{"time": "00:15", "event": "position_change", "location": "bedroom"},
{"time": "00:45", "event": "position_change", "location": "bedroom"},
{"time": "01:30", "event": "position_change", "location": "bedroom"},
{"time": "02:15", "event": "position_change", "location": "bedroom"},
{"time": "03:10", "event": "woke_up", "location": "bedroom"},
{"time": "03:12", "event": "got_out_of_bed", "location": "bedroom"},
{"time": "03:14", "event": "entered_bathroom", "location": "bathroom"},
{"time": "03:15", "event": "urination", "location": "bathroom"},
{"time": "03:17", "event": "toilet_flush", "location": "bathroom"},
{"time": "03:18", "event": "hand_wash", "location": "bathroom"},
{"time": "03:20", "event": "entered_bedroom", "location": "bedroom"},
{"time": "03:22", "event": "fell_asleep", "location": "bedroom"},
{"time": "04:00", "event": "position_change", "location": "bedroom"},
{"time": "05:15", "event": "position_change", "location": "bedroom"},
{"time": "06:30", "event": "woke_up", "location": "bedroom"},
{"time": "06:32", "event": "got_out_of_bed", "location": "bedroom"},
{"time": "06:35", "event": "diaper_check", "location": "bedroom"},
{"time": "06:38", "event": "diaper_change", "location": "bedroom"},
{"time": "06:42", "event": "entered_bathroom", "location": "bathroom"},
{"time": "06:44", "event": "face_wash", "location": "bathroom"},
{"time": "06:47", "event": "teeth_brushing", "location": "bathroom"},
{"time": "06:50", "event": "urination", "location": "bathroom"},
{"time": "06:52", "event": "toilet_flush", "location": "bathroom"},
{"time": "06:53", "event": "hand_wash", "location": "bathroom"},
{"time": "06:55", "event": "left_bathroom", "location": "bathroom"},
{"time": "06:57", "event": "entered_kitchen", "location": "kitchen"},
{"time": "06:58", "event": "fridge_opened", "location": "kitchen"},
{"time": "07:00", "event": "fridge_closed", "location": "kitchen"},
{"time": "07:02", "event": "coffee_machine_on", "location": "kitchen"},
{"time": "07:05", "event": "coffee_ready", "location": "kitchen"},
{"time": "07:06", "event": "toaster_on", "location": "kitchen"},
{"time": "07:09", "event": "toast_ready", "location": "kitchen"},
{"time": "07:10", "event": "fridge_opened", "location": "kitchen"},
{"time": "07:11", "event": "fridge_closed", "location": "kitchen"},
{"time": "07:12", "event": "medication_box_opened", "location": "kitchen"},
{"time": "07:13", "event": "medication_taken", "location": "kitchen"},
{"time": "07:15", "event": "eating", "location": "kitchen"},
{"time": "07:35", "event": "finished_eating", "location": "kitchen"},
{"time": "07:47", "event": "water_running", "location": "kitchen"},
{"time": "07:52", "event": "left_kitchen", "location": "kitchen"},
{"time": "07:54", "event": "entered_living_room", "location": "living_room"},
{"time": "07:56", "event": "sat_down", "location": "living_room"},
{"time": "09:30", "event": "stood_up", "location": "living_room"},
{"time": "09:31", "event": "window_opened", "location": "living_room"},
{"time": "09:45", "event": "window_closed", "location": "living_room"},
{"time": "09:47", "event": "stood_up", "location": "living_room"},
{"time": "09:48", "event": "entered_bathroom", "location": "bathroom"},
{"time": "09:50", "event": "urination", "location": "bathroom"},
{"time": "09:52", "event": "toilet_flush", "location": "bathroom"},
{"time": "09:53", "event": "hand_wash", "location": "bathroom"},
{"time": "09:55", "event": "entered_living_room", "location": "living_room"},
{"time": "09:56", "event": "sat_down", "location": "living_room"},
{"time": "10:30", "event": "stood_up", "location": "living_room"},
{"time": "10:32", "event": "entered_kitchen", "location": "kitchen"},
{"time": "10:33", "event": "fridge_opened", "location": "kitchen"},
{"time": "10:34", "event": "fridge_closed", "location": "kitchen"},
{"time": "10:35", "event": "eating", "location": "kitchen"},
{"time": "10:40", "event": "finished_eating", "location": "kitchen"},
{"time": "10:42", "event": "left_kitchen", "location": "kitchen"},
{"time": "10:44", "event": "entered_living_room", "location": "living_room"},
{"time": "10:45", "event": "sat_down", "location": "living_room"},
{"time": "12:00", "event": "stood_up", "location": "living_room"},
{"time": "12:02", "event": "entered_bathroom", "location": "bathroom"},
{"time": "12:03", "event": "urination", "location": "bathroom"},
{"time": "12:05", "event": "toilet_flush", "location": "bathroom"},
{"time": "12:06", "event": "hand_wash", "location": "bathroom"},
{"time": "12:08", "event": "entered_kitchen", "location": "kitchen"},
{"time": "12:10", "event": "fridge_opened", "location": "kitchen"},
{"time": "12:11", "event": "fridge_closed", "location": "kitchen"},
{"time": "12:12", "event": "microwave_on", "location": "kitchen"},
{"time": "12:15", "event": "microwave_off", "location": "kitchen"},
{"time": "12:17", "event": "eating", "location": "kitchen"},
{"time": "12:40", "event": "finished_eating", "location": "kitchen"},
{"time": "12:45", "event": "water_running", "location": "kitchen"},
{"time": "12:50", "event": "left_kitchen", "location": "kitchen"},
{"time": "12:52", "event": "entered_bedroom", "location": "bedroom"},
{"time": "12:55", "event": "lay_down", "location": "bedroom"},
{"time": "13:00", "event": "fell_asleep", "location": "bedroom"},
{"time": "13:30", "event": "position_change", "location": "bedroom"},
{"time": "14:15", "event": "position_change", "location": "bedroom"},
{"time": "14:30", "event": "woke_up", "location": "bedroom"},
{"time": "14:32", "event": "got_out_of_bed", "location": "bedroom"},
{"time": "14:34", "event": "entered_bathroom", "location": "bathroom"},
{"time": "14:35", "event": "urination", "location": "bathroom"},
{"time": "14:37", "event": "toilet_flush", "location": "bathroom"},
{"time": "14:38", "event": "hand_wash", "location": "bathroom"},
{"time": "14:40", "event": "entered_living_room", "location": "living_room"},
{"time": "14:42", "event": "sat_down", "location": "living_room"},
{"time": "15:30", "event": "stood_up", "location": "living_room"},
{"time": "15:32", "event": "entered_bathroom", "location": "bathroom"},
{"time": "15:33", "event": "urination", "location": "bathroom"},
{"time": "15:35", "event": "toilet_flush", "location": "bathroom"},
{"time": "15:36", "event": "hand_wash", "location": "bathroom"},
{"time": "15:38", "event": "entered_kitchen", "location": "kitchen"},
{"time": "15:40", "event": "kettle_on", "location": "kitchen"},
{"time": "15:44", "event": "kettle_off", "location": "kitchen"},
{"time": "15:48", "event": "eating", "location": "kitchen"},
{"time": "16:15", "event": "finished_eating", "location": "kitchen"},
{"time": "16:17", "event": "entered_living_room", "location": "living_room"},
{"time": "16:20", "event": "sat_down", "location": "living_room"},
{"time": "17:30", "event": "stood_up", "location": "living_room"},
{"time": "17:33", "event": "entered_kitchen", "location": "kitchen"},
{"time": "17:35", "event": "fridge_opened", "location": "kitchen"},
{"time": "17:36", "event": "fridge_closed", "location": "kitchen"},
{"time": "17:45", "event": "medication_box_opened", "location": "kitchen"},
{"time": "17:46", "event": "medication_taken", "location": "kitchen"},
{"time": "17:48", "event": "eating", "location": "kitchen"},
{"time": "18:10", "event": "finished_eating", "location": "kitchen"},
{"time": "18:15", "event": "water_running", "location": "kitchen"},
{"time": "18:20", "event": "entered_living_room", "location": "living_room"},
{"time": "18:23", "event": "sat_down", "location": "living_room"},
{"time": "20:00", "event": "stood_up", "location": "living_room"},
{"time": "20:03", "event": "entered_bathroom", "location": "bathroom"},
{"time": "20:05", "event": "urination", "location": "bathroom"},
{"time": "20:07", "event": "toilet_flush", "location": "bathroom"},
{"time": "20:08", "event": "teeth_brushing", "location": "bathroom"},
{"time": "20:12", "event": "face_wash", "location": "bathroom"},
{"time": "20:15", "event": "entered_bedroom", "location": "bedroom"},
{"time": "20:18", "event": "diaper_put_on", "location": "bedroom"},
{"time": "20:22", "event": "lay_down", "location": "bedroom"},
{"time": "20:50", "event": "fell_asleep", "location": "bedroom"},
{"time": "21:30", "event": "position_change", "location": "bedroom"},
{"time": "22:15", "event": "position_change", "location": "bedroom"},
{"time": "23:00", "event": "position_change", "location": "bedroom"},
{"time": "23:45", "event": "position_change", "location": "bedroom"}
]
},
{
"date": "5_days_ago",
"day": "Friday",
"alerts": [
{
"type": "stove_left_on",
"time": "12:45",
"duration_minutes": 47,
"severity": "high",
"resolved": true,
"resolved_time": "13:32"
},
{
"type": "low_activity",
"time": "14:00",
"duration_minutes": 120,
"severity": "medium",
"note": "No movement for 2 hours in living room"
}
],
"events": [
{"time": "00:20", "event": "position_change", "location": "bedroom"},
{"time": "01:00", "event": "position_change", "location": "bedroom"},
{"time": "01:45", "event": "position_change", "location": "bedroom"},
{"time": "02:30", "event": "position_change", "location": "bedroom"},
{"time": "03:15", "event": "woke_up", "location": "bedroom"},
{"time": "03:17", "event": "got_out_of_bed", "location": "bedroom"},
{"time": "03:19", "event": "entered_bathroom", "location": "bathroom"},
{"time": "03:20", "event": "urination", "location": "bathroom"},
{"time": "03:22", "event": "toilet_flush", "location": "bathroom"},
{"time": "03:23", "event": "hand_wash", "location": "bathroom"},
{"time": "03:25", "event": "entered_bedroom", "location": "bedroom"},
{"time": "03:28", "event": "fell_asleep", "location": "bedroom"},
{"time": "04:15", "event": "position_change", "location": "bedroom"},
{"time": "05:00", "event": "position_change", "location": "bedroom"},
{"time": "05:45", "event": "position_change", "location": "bedroom"},
{"time": "06:45", "event": "woke_up", "location": "bedroom"},
{"time": "06:48", "event": "got_out_of_bed", "location": "bedroom"},
{"time": "06:50", "event": "diaper_check", "location": "bedroom"},
{"time": "06:53", "event": "diaper_change", "location": "bedroom"},
{"time": "06:58", "event": "entered_bathroom", "location": "bathroom"},
{"time": "07:00", "event": "face_wash", "location": "bathroom"},
{"time": "07:03", "event": "teeth_brushing", "location": "bathroom"},
{"time": "07:06", "event": "urination", "location": "bathroom"},
{"time": "07:08", "event": "toilet_flush", "location": "bathroom"},
{"time": "07:09", "event": "hand_wash", "location": "bathroom"},
{"time": "07:12", "event": "entered_kitchen", "location": "kitchen"},
{"time": "07:14", "event": "fridge_opened", "location": "kitchen"},
{"time": "07:15", "event": "fridge_closed", "location": "kitchen"},
{"time": "07:17", "event": "coffee_machine_on", "location": "kitchen"},
{"time": "07:20", "event": "coffee_ready", "location": "kitchen"},
{"time": "07:21", "event": "toaster_on", "location": "kitchen"},
{"time": "07:24", "event": "toast_ready", "location": "kitchen"},
{"time": "07:25", "event": "medication_box_opened", "location": "kitchen"},
{"time": "07:26", "event": "medication_taken", "location": "kitchen"},
{"time": "07:28", "event": "eating", "location": "kitchen"},
{"time": "07:50", "event": "finished_eating", "location": "kitchen"},
{"time": "08:00", "event": "water_running", "location": "kitchen"},
{"time": "08:05", "event": "entered_living_room", "location": "living_room"},
{"time": "08:08", "event": "sat_down", "location": "living_room"},
{"time": "09:45", "event": "stood_up", "location": "living_room"},
{"time": "09:47", "event": "entered_bathroom", "location": "bathroom"},
{"time": "09:48", "event": "urination", "location": "bathroom"},
{"time": "09:50", "event": "toilet_flush", "location": "bathroom"},
{"time": "09:51", "event": "hand_wash", "location": "bathroom"},
{"time": "09:53", "event": "entered_living_room", "location": "living_room"},
{"time": "09:55", "event": "sat_down", "location": "living_room"},
{"time": "10:30", "event": "stood_up", "location": "living_room"},
{"time": "10:32", "event": "entered_kitchen", "location": "kitchen"},
{"time": "10:33", "event": "fridge_opened", "location": "kitchen"},
{"time": "10:34", "event": "fridge_closed", "location": "kitchen"},
{"time": "10:35", "event": "eating", "location": "kitchen"},
{"time": "10:42", "event": "finished_eating", "location": "kitchen"},
{"time": "10:45", "event": "entered_living_room", "location": "living_room"},
{"time": "10:47", "event": "sat_down", "location": "living_room"},
{"time": "12:00", "event": "stood_up", "location": "living_room"},
{"time": "12:02", "event": "entered_bathroom", "location": "bathroom"},
{"time": "12:03", "event": "urination", "location": "bathroom"},
{"time": "12:05", "event": "toilet_flush", "location": "bathroom"},
{"time": "12:06", "event": "hand_wash", "location": "bathroom"},
{"time": "12:08", "event": "entered_kitchen", "location": "kitchen"},
{"time": "12:10", "event": "fridge_opened", "location": "kitchen"},
{"time": "12:12", "event": "fridge_closed", "location": "kitchen"},
{"time": "12:15", "event": "stove_on", "location": "kitchen"},
{"time": "12:18", "event": "cooking", "location": "kitchen"},
{"time": "12:35", "event": "eating", "location": "kitchen"},
{"time": "12:45", "event": "left_kitchen", "location": "kitchen"},
{"time": "12:45", "event": "ALERT_stove_still_on", "location": "kitchen"},
{"time": "12:47", "event": "entered_living_room", "location": "living_room"},
{"time": "12:48", "event": "sat_down", "location": "living_room"},
{"time": "12:50", "event": "fell_asleep", "location": "living_room"},
{"time": "13:00", "event": "ALERT_stove_on_15min", "location": "kitchen"},
{"time": "13:15", "event": "ALERT_stove_on_30min", "location": "kitchen"},
{"time": "13:30", "event": "woke_up", "location": "living_room"},
{"time": "13:32", "event": "entered_kitchen", "location": "kitchen"},
{"time": "13:32", "event": "stove_off", "location": "kitchen"},
{"time": "13:32", "event": "ALERT_resolved", "location": "kitchen"},
{"time": "13:35", "event": "window_opened", "location": "kitchen"},
{"time": "13:50", "event": "window_closed", "location": "kitchen"},
{"time": "13:55", "event": "entered_living_room", "location": "living_room"},
{"time": "13:57", "event": "sat_down", "location": "living_room"},
{"time": "15:30", "event": "stood_up", "location": "living_room"},
{"time": "15:32", "event": "entered_bathroom", "location": "bathroom"},
{"time": "15:33", "event": "urination", "location": "bathroom"},
{"time": "15:35", "event": "toilet_flush", "location": "bathroom"},
{"time": "15:36", "event": "hand_wash", "location": "bathroom"},
{"time": "15:38", "event": "entered_kitchen", "location": "kitchen"},
{"time": "15:40", "event": "kettle_on", "location": "kitchen"},
{"time": "15:44", "event": "kettle_off", "location": "kitchen"},
{"time": "15:50", "event": "eating", "location": "kitchen"},
{"time": "16:05", "event": "finished_eating", "location": "kitchen"},
{"time": "16:20", "event": "entered_living_room", "location": "living_room"},
{"time": "16:22", "event": "sat_down", "location": "living_room"},
{"time": "17:45", "event": "stood_up", "location": "living_room"},
{"time": "17:49", "event": "entered_kitchen", "location": "kitchen"},
{"time": "17:50", "event": "fridge_opened", "location": "kitchen"},
{"time": "17:52", "event": "fridge_closed", "location": "kitchen"},
{"time": "17:55", "event": "microwave_on", "location": "kitchen"},
{"time": "17:58", "event": "microwave_off", "location": "kitchen"},
{"time": "18:00", "event": "medication_box_opened", "location": "kitchen"},
{"time": "18:01", "event": "medication_taken", "location": "kitchen"},
{"time": "18:03", "event": "eating", "location": "kitchen"},
{"time": "18:25", "event": "finished_eating", "location": "kitchen"},
{"time": "18:28", "event": "water_running", "location": "kitchen"},
{"time": "18:35", "event": "entered_living_room", "location": "living_room"},
{"time": "18:38", "event": "sat_down", "location": "living_room"},
{"time": "20:15", "event": "stood_up", "location": "living_room"},
{"time": "20:18", "event": "entered_bathroom", "location": "bathroom"},
{"time": "20:20", "event": "urination", "location": "bathroom"},
{"time": "20:22", "event": "toilet_flush", "location": "bathroom"},
{"time": "20:23", "event": "teeth_brushing", "location": "bathroom"},
{"time": "20:27", "event": "face_wash", "location": "bathroom"},
{"time": "20:30", "event": "entered_bedroom", "location": "bedroom"},
{"time": "20:33", "event": "diaper_put_on", "location": "bedroom"},
{"time": "20:37", "event": "lay_down", "location": "bedroom"},
{"time": "21:00", "event": "fell_asleep", "location": "bedroom"},
{"time": "21:45", "event": "position_change", "location": "bedroom"},
{"time": "22:30", "event": "position_change", "location": "bedroom"},
{"time": "23:15", "event": "position_change", "location": "bedroom"}
]
},
{
"date": "4_days_ago",
"day": "Saturday",
"alerts": [
{
"type": "unusual_wake_time",
"time": "03:00",
"severity": "low",
"note": "Woke up at 3:00 AM (normal wake: 6:00-7:00)"
},
{
"type": "fridge_not_opened",
"time": "11:00",
"duration_hours": 4,
"severity": "medium",
"note": "Fridge not opened for 4 hours after breakfast"
}
],
"events": [
{"time": "00:00", "event": "position_change", "location": "bedroom"},
{"time": "00:45", "event": "position_change", "location": "bedroom"},
{"time": "01:30", "event": "position_change", "location": "bedroom"},
{"time": "02:15", "event": "position_change", "location": "bedroom"},
{"time": "03:00", "event": "woke_up", "location": "bedroom"},
{"time": "03:02", "event": "got_out_of_bed", "location": "bedroom"},
{"time": "03:04", "event": "entered_bathroom", "location": "bathroom"},
{"time": "03:05", "event": "urination", "location": "bathroom"},
{"time": "03:07", "event": "toilet_flush", "location": "bathroom"},
{"time": "03:08", "event": "hand_wash", "location": "bathroom"},
{"time": "03:10", "event": "entered_bedroom", "location": "bedroom"},
{"time": "03:13", "event": "fell_asleep", "location": "bedroom"},
{"time": "04:00", "event": "position_change", "location": "bedroom"},
{"time": "04:50", "event": "position_change", "location": "bedroom"},
{"time": "05:40", "event": "position_change", "location": "bedroom"},
{"time": "06:30", "event": "woke_up", "location": "bedroom"},
{"time": "06:33", "event": "got_out_of_bed", "location": "bedroom"},
{"time": "06:35", "event": "diaper_check", "location": "bedroom"},
{"time": "06:38", "event": "diaper_change", "location": "bedroom"},
{"time": "06:42", "event": "entered_bathroom", "location": "bathroom"},
{"time": "06:44", "event": "shower_on", "location": "bathroom"},
{"time": "06:58", "event": "shower_off", "location": "bathroom"},
{"time": "07:02", "event": "teeth_brushing", "location": "bathroom"},
{"time": "07:15", "event": "entered_bedroom", "location": "bedroom"},
{"time": "07:28", "event": "entered_kitchen", "location": "kitchen"},
{"time": "07:30", "event": "fridge_opened", "location": "kitchen"},
{"time": "07:32", "event": "fridge_closed", "location": "kitchen"},
{"time": "07:34", "event": "stove_on", "location": "kitchen"},
{"time": "07:36", "event": "cooking", "location": "kitchen"},
{"time": "07:42", "event": "stove_off", "location": "kitchen"},
{"time": "07:43", "event": "toaster_on", "location": "kitchen"},
{"time": "07:46", "event": "toast_ready", "location": "kitchen"},
{"time": "07:47", "event": "coffee_machine_on", "location": "kitchen"},
{"time": "07:50", "event": "coffee_ready", "location": "kitchen"},
{"time": "07:52", "event": "medication_box_opened", "location": "kitchen"},
{"time": "07:53", "event": "medication_taken", "location": "kitchen"},
{"time": "07:55", "event": "eating", "location": "kitchen"},
{"time": "08:20", "event": "finished_eating", "location": "kitchen"},
{"time": "08:30", "event": "water_running", "location": "kitchen"},
{"time": "08:38", "event": "entered_living_room", "location": "living_room"},
{"time": "08:55", "event": "window_opened", "location": "living_room"},
{"time": "09:10", "event": "window_closed", "location": "living_room"},
{"time": "09:15", "event": "entered_bathroom", "location": "bathroom"},
{"time": "09:16", "event": "urination", "location": "bathroom"},
{"time": "09:18", "event": "toilet_flush", "location": "bathroom"},
{"time": "09:19", "event": "hand_wash", "location": "bathroom"},
{"time": "09:22", "event": "entered_living_room", "location": "living_room"},
{"time": "09:25", "event": "sat_down", "location": "living_room"},
{"time": "10:25", "event": "stood_up", "location": "living_room"},
{"time": "10:28", "event": "front_door_opened", "location": "entrance"},
{"time": "10:30", "event": "front_door_closed", "location": "entrance"},
{"time": "10:35", "event": "entered_kitchen", "location": "kitchen"},
{"time": "10:40", "event": "fridge_opened", "location": "kitchen"},
{"time": "10:42", "event": "fridge_closed", "location": "kitchen"},
{"time": "10:50", "event": "stove_on", "location": "kitchen"},
{"time": "10:55", "event": "cooking", "location": "kitchen"},
{"time": "11:30", "event": "stove_off", "location": "kitchen"},
{"time": "11:35", "event": "eating", "location": "kitchen"},
{"time": "12:05", "event": "finished_eating", "location": "kitchen"},
{"time": "12:10", "event": "water_running", "location": "kitchen"},
{"time": "12:20", "event": "entered_living_room", "location": "living_room"},
{"time": "12:25", "event": "sat_down", "location": "living_room"},
{"time": "14:00", "event": "stood_up", "location": "living_room"},
{"time": "14:02", "event": "entered_bathroom", "location": "bathroom"},
{"time": "14:03", "event": "urination", "location": "bathroom"},
{"time": "14:05", "event": "toilet_flush", "location": "bathroom"},
{"time": "14:06", "event": "hand_wash", "location": "bathroom"},
{"time": "14:10", "event": "entered_entrance", "location": "entrance"},
{"time": "14:15", "event": "front_door_opened", "location": "entrance"},
{"time": "14:16", "event": "left_home", "location": "entrance"},
{"time": "14:32", "event": "front_door_opened", "location": "entrance"},
{"time": "14:33", "event": "returned_home", "location": "entrance"},
{"time": "14:34", "event": "front_door_closed", "location": "entrance"},
{"time": "14:38", "event": "entered_kitchen", "location": "kitchen"},
{"time": "14:40", "event": "kettle_on", "location": "kitchen"},
{"time": "14:44", "event": "kettle_off", "location": "kitchen"},
{"time": "14:48", "event": "eating", "location": "kitchen"},
{"time": "15:05", "event": "finished_eating", "location": "kitchen"},
{"time": "15:10", "event": "entered_living_room", "location": "living_room"},
{"time": "15:12", "event": "sat_down", "location": "living_room"},
{"time": "16:30", "event": "stood_up", "location": "living_room"},
{"time": "16:32", "event": "entered_bathroom", "location": "bathroom"},
{"time": "16:33", "event": "urination", "location": "bathroom"},
{"time": "16:35", "event": "toilet_flush", "location": "bathroom"},
{"time": "16:36", "event": "hand_wash", "location": "bathroom"},
{"time": "16:40", "event": "entered_entrance", "location": "entrance"},
{"time": "16:42", "event": "front_door_opened", "location": "entrance"},
{"time": "16:44", "event": "front_door_closed", "location": "entrance"},
{"time": "16:48", "event": "entered_kitchen", "location": "kitchen"},
{"time": "16:50", "event": "fridge_opened", "location": "kitchen"},
{"time": "16:52", "event": "fridge_closed", "location": "kitchen"},
{"time": "16:55", "event": "microwave_on", "location": "kitchen"},
{"time": "16:58", "event": "microwave_off", "location": "kitchen"},
{"time": "17:00", "event": "eating", "location": "kitchen"},
{"time": "17:25", "event": "finished_eating", "location": "kitchen"},
{"time": "17:27", "event": "medication_box_opened", "location": "kitchen"},
{"time": "17:28", "event": "medication_taken", "location": "kitchen"},
{"time": "17:30", "event": "water_running", "location": "kitchen"},
{"time": "17:38", "event": "entered_living_room", "location": "living_room"},
{"time": "17:42", "event": "sat_down", "location": "living_room"},
{"time": "19:30", "event": "stood_up", "location": "living_room"},
{"time": "19:32", "event": "entered_bathroom", "location": "bathroom"},
{"time": "19:33", "event": "urination", "location": "bathroom"},
{"time": "19:35", "event": "toilet_flush", "location": "bathroom"},
{"time": "19:36", "event": "hand_wash", "location": "bathroom"},
{"time": "19:40", "event": "entered_living_room", "location": "living_room"},
{"time": "21:00", "event": "stood_up", "location": "living_room"},
{"time": "21:03", "event": "entered_bathroom", "location": "bathroom"},
{"time": "21:05", "event": "urination", "location": "bathroom"},
{"time": "21:07", "event": "toilet_flush", "location": "bathroom"},
{"time": "21:08", "event": "teeth_brushing", "location": "bathroom"},
{"time": "21:12", "event": "face_wash", "location": "bathroom"},
{"time": "21:15", "event": "entered_bedroom", "location": "bedroom"},
{"time": "21:18", "event": "diaper_put_on", "location": "bedroom"},
{"time": "21:22", "event": "lay_down", "location": "bedroom"},
{"time": "21:45", "event": "fell_asleep", "location": "bedroom"},
{"time": "22:30", "event": "position_change", "location": "bedroom"},
{"time": "23:15", "event": "position_change", "location": "bedroom"}
]
},
{
"date": "3_days_ago",
"day": "Sunday",
"alerts": [
{
"type": "no_shower",
"time": "08:00",
"note": "No shower detected for 24+ hours",
"severity": "low"
},
{
"type": "prolonged_nap",
"time": "16:00",
"duration_minutes": 150,
"severity": "medium",
"note": "Afternoon nap lasted 2.5 hours (normal: 1-1.5 hours)"
}
],
"events": [
{"time": "00:00", "event": "position_change", "location": "bedroom"},
{"time": "00:45", "event": "position_change", "location": "bedroom"},
{"time": "01:30", "event": "position_change", "location": "bedroom"},
{"time": "02:15", "event": "position_change", "location": "bedroom"},
{"time": "03:00", "event": "woke_up", "location": "bedroom"},
{"time": "03:02", "event": "got_out_of_bed", "location": "bedroom"},
{"time": "03:04", "event": "entered_bathroom", "location": "bathroom"},
{"time": "03:05", "event": "urination", "location": "bathroom"},
{"time": "03:07", "event": "toilet_flush", "location": "bathroom"},
{"time": "03:08", "event": "hand_wash", "location": "bathroom"},
{"time": "03:10", "event": "entered_bedroom", "location": "bedroom"},
{"time": "03:13", "event": "fell_asleep", "location": "bedroom"},
{"time": "04:00", "event": "position_change", "location": "bedroom"},
{"time": "04:50", "event": "position_change", "location": "bedroom"},
{"time": "05:40", "event": "position_change", "location": "bedroom"},
{"time": "07:00", "event": "woke_up", "location": "bedroom"},
{"time": "07:03", "event": "got_out_of_bed", "location": "bedroom"},
{"time": "07:05", "event": "diaper_check", "location": "bedroom"},
{"time": "07:08", "event": "diaper_change", "location": "bedroom"},
{"time": "07:12", "event": "entered_bathroom", "location": "bathroom"},
{"time": "07:14", "event": "face_wash", "location": "bathroom"},
{"time": "07:17", "event": "teeth_brushing", "location": "bathroom"},
{"time": "07:20", "event": "urination", "location": "bathroom"},
{"time": "07:22", "event": "toilet_flush", "location": "bathroom"},
{"time": "07:23", "event": "hand_wash", "location": "bathroom"},
{"time": "07:26", "event": "entered_kitchen", "location": "kitchen"},
{"time": "07:28", "event": "coffee_machine_on", "location": "kitchen"},
{"time": "07:31", "event": "coffee_ready", "location": "kitchen"},
{"time": "07:33", "event": "fridge_opened", "location": "kitchen"},
{"time": "07:35", "event": "fridge_closed", "location": "kitchen"},
{"time": "07:38", "event": "medication_box_opened", "location": "kitchen"},
{"time": "07:39", "event": "medication_taken", "location": "kitchen"},
{"time": "07:41", "event": "eating", "location": "kitchen"},
{"time": "08:00", "event": "ALERT_no_shower_24h", "location": "bathroom"},
{"time": "08:05", "event": "finished_eating", "location": "kitchen"},
{"time": "08:15", "event": "water_running", "location": "kitchen"},
{"time": "08:22", "event": "entered_living_room", "location": "living_room"},
{"time": "08:25", "event": "sat_down", "location": "living_room"},
{"time": "10:00", "event": "stood_up", "location": "living_room"},
{"time": "10:02", "event": "entered_bathroom", "location": "bathroom"},
{"time": "10:03", "event": "urination", "location": "bathroom"},
{"time": "10:05", "event": "toilet_flush", "location": "bathroom"},
{"time": "10:06", "event": "hand_wash", "location": "bathroom"},
{"time": "10:08", "event": "entered_living_room", "location": "living_room"},
{"time": "10:10", "event": "sat_down", "location": "living_room"},
{"time": "11:30", "event": "stood_up", "location": "living_room"},
{"time": "11:32", "event": "entered_kitchen", "location": "kitchen"},
{"time": "11:34", "event": "kettle_on", "location": "kitchen"},
{"time": "11:38", "event": "kettle_off", "location": "kitchen"},
{"time": "11:45", "event": "eating", "location": "kitchen"},
{"time": "11:55", "event": "entered_living_room", "location": "living_room"},
{"time": "11:57", "event": "sat_down", "location": "living_room"},
{"time": "12:30", "event": "stood_up", "location": "living_room"},
{"time": "12:32", "event": "entered_bathroom", "location": "bathroom"},
{"time": "12:33", "event": "urination", "location": "bathroom"},
{"time": "12:35", "event": "toilet_flush", "location": "bathroom"},
{"time": "12:36", "event": "hand_wash", "location": "bathroom"},
{"time": "12:38", "event": "entered_kitchen", "location": "kitchen"},
{"time": "12:40", "event": "fridge_opened", "location": "kitchen"},
{"time": "12:42", "event": "fridge_closed", "location": "kitchen"},
{"time": "12:44", "event": "microwave_on", "location": "kitchen"},
{"time": "12:47", "event": "microwave_off", "location": "kitchen"},
{"time": "12:49", "event": "eating", "location": "kitchen"},
{"time": "13:15", "event": "finished_eating", "location": "kitchen"},
{"time": "13:18", "event": "water_running", "location": "kitchen"},
{"time": "13:25", "event": "entered_living_room", "location": "living_room"},
{"time": "13:27", "event": "sat_down", "location": "living_room"},
{"time": "14:30", "event": "fell_asleep", "location": "living_room"},
{"time": "15:15", "event": "position_change", "location": "living_room"},
{"time": "16:00", "event": "woke_up", "location": "living_room"},
{"time": "16:02", "event": "stood_up", "location": "living_room"},
{"time": "16:04", "event": "entered_bathroom", "location": "bathroom"},
{"time": "16:05", "event": "urination", "location": "bathroom"},
{"time": "16:07", "event": "toilet_flush", "location": "bathroom"},
{"time": "16:08", "event": "hand_wash", "location": "bathroom"},
{"time": "16:10", "event": "entered_kitchen", "location": "kitchen"},
{"time": "16:12", "event": "fridge_opened", "location": "kitchen"},
{"time": "16:13", "event": "fridge_closed", "location": "kitchen"},
{"time": "16:15", "event": "eating", "location": "kitchen"},
{"time": "16:30", "event": "entered_living_room", "location": "living_room"},
{"time": "16:33", "event": "sat_down", "location": "living_room"},
{"time": "18:00", "event": "stood_up", "location": "living_room"},
{"time": "18:02", "event": "entered_kitchen", "location": "kitchen"},
{"time": "18:04", "event": "fridge_opened", "location": "kitchen"},
{"time": "18:06", "event": "fridge_closed", "location": "kitchen"},
{"time": "18:08", "event": "stove_on", "location": "kitchen"},
{"time": "18:12", "event": "cooking", "location": "kitchen"},
{"time": "18:25", "event": "stove_off", "location": "kitchen"},
{"time": "18:27", "event": "eating", "location": "kitchen"},
{"time": "18:50", "event": "finished_eating", "location": "kitchen"},
{"time": "18:52", "event": "medication_box_opened", "location": "kitchen"},
{"time": "18:53", "event": "medication_taken", "location": "kitchen"},
{"time": "18:55", "event": "water_running", "location": "kitchen"},
{"time": "19:02", "event": "entered_living_room", "location": "living_room"},
{"time": "19:04", "event": "sat_down", "location": "living_room"},
{"time": "20:30", "event": "stood_up", "location": "living_room"},
{"time": "20:33", "event": "entered_bathroom", "location": "bathroom"},
{"time": "20:35", "event": "urination", "location": "bathroom"},
{"time": "20:37", "event": "toilet_flush", "location": "bathroom"},
{"time": "20:38", "event": "teeth_brushing", "location": "bathroom"},
{"time": "20:42", "event": "face_wash", "location": "bathroom"},
{"time": "20:45", "event": "entered_bedroom", "location": "bedroom"},
{"time": "20:48", "event": "diaper_put_on", "location": "bedroom"},
{"time": "20:52", "event": "lay_down", "location": "bedroom"},
{"time": "21:15", "event": "fell_asleep", "location": "bedroom"},
{"time": "22:00", "event": "position_change", "location": "bedroom"},
{"time": "22:45", "event": "position_change", "location": "bedroom"},
{"time": "23:30", "event": "position_change", "location": "bedroom"}
]
},
{
"date": "2_days_ago",
"day": "Monday",
"alerts": [
{
"type": "diaper_not_changed",
"time": "10:30",
"duration_hours": 4,
"severity": "medium",
"note": "Diaper not changed for 4+ hours after waking"
},
{
"type": "no_breakfast",
"time": "09:00",
"severity": "medium",
"note": "No cooking or eating activity detected until 11:30"
}
],
"events": [
{"time": "00:15", "event": "position_change", "location": "bedroom"},
{"time": "01:00", "event": "position_change", "location": "bedroom"},
{"time": "01:45", "event": "position_change", "location": "bedroom"},
{"time": "02:30", "event": "woke_up", "location": "bedroom"},
{"time": "02:32", "event": "got_out_of_bed", "location": "bedroom"},
{"time": "02:34", "event": "entered_bathroom", "location": "bathroom"},
{"time": "02:35", "event": "urination", "location": "bathroom"},
{"time": "02:37", "event": "toilet_flush", "location": "bathroom"},
{"time": "02:38", "event": "hand_wash", "location": "bathroom"},
{"time": "02:40", "event": "entered_bedroom", "location": "bedroom"},
{"time": "02:43", "event": "fell_asleep", "location": "bedroom"},
{"time": "03:30", "event": "position_change", "location": "bedroom"},
{"time": "04:20", "event": "position_change", "location": "bedroom"},
{"time": "05:10", "event": "position_change", "location": "bedroom"},
{"time": "06:00", "event": "position_change", "location": "bedroom"},
{"time": "06:30", "event": "woke_up", "location": "bedroom"},
{"time": "06:33", "event": "got_out_of_bed", "location": "bedroom"},
{"time": "06:35", "event": "diaper_check", "location": "bedroom"},
{"time": "06:36", "event": "diaper_not_changed", "location": "bedroom"},
{"time": "06:40", "event": "entered_bathroom", "location": "bathroom"},
{"time": "06:42", "event": "face_wash", "location": "bathroom"},
{"time": "06:45", "event": "teeth_brushing", "location": "bathroom"},
{"time": "06:48", "event": "urination", "location": "bathroom"},
{"time": "06:50", "event": "toilet_flush", "location": "bathroom"},
{"time": "06:51", "event": "hand_wash", "location": "bathroom"},
{"time": "06:54", "event": "entered_kitchen", "location": "kitchen"},
{"time": "06:56", "event": "coffee_machine_on", "location": "kitchen"},
{"time": "06:59", "event": "coffee_ready", "location": "kitchen"},
{"time": "07:00", "event": "toaster_on", "location": "kitchen"},
{"time": "07:03", "event": "toast_ready", "location": "kitchen"},
{"time": "07:05", "event": "medication_box_opened", "location": "kitchen"},
{"time": "07:06", "event": "medication_taken", "location": "kitchen"},
{"time": "07:08", "event": "eating", "location": "kitchen"},
{"time": "07:30", "event": "finished_eating", "location": "kitchen"},
{"time": "07:40", "event": "water_running", "location": "kitchen"},
{"time": "07:48", "event": "entered_living_room", "location": "living_room"},
{"time": "07:51", "event": "sat_down", "location": "living_room"},
{"time": "08:30", "event": "ALERT_diaper_2h", "location": "bedroom"},
{"time": "09:30", "event": "stood_up", "location": "living_room"},
{"time": "09:32", "event": "entered_bathroom", "location": "bathroom"},
{"time": "09:33", "event": "urination", "location": "bathroom"},
{"time": "09:35", "event": "toilet_flush", "location": "bathroom"},
{"time": "09:36", "event": "hand_wash", "location": "bathroom"},
{"time": "09:38", "event": "entered_living_room", "location": "living_room"},
{"time": "09:40", "event": "sat_down", "location": "living_room"},
{"time": "10:00", "event": "front_door_opened", "location": "entrance"},
{"time": "10:02", "event": "front_door_closed", "location": "entrance"},
{"time": "10:05", "event": "entered_bedroom", "location": "bedroom"},
{"time": "10:08", "event": "diaper_check", "location": "bedroom"},
{"time": "10:10", "event": "diaper_change", "location": "bedroom"},
{"time": "10:10", "event": "ALERT_resolved", "location": "bedroom"},
{"time": "10:15", "event": "entered_living_room", "location": "living_room"},
{"time": "10:28", "event": "entered_kitchen", "location": "kitchen"},
{"time": "11:00", "event": "entered_living_room", "location": "living_room"},
{"time": "11:25", "event": "front_door_opened", "location": "entrance"},
{"time": "11:27", "event": "front_door_closed", "location": "entrance"},
{"time": "11:30", "event": "entered_kitchen", "location": "kitchen"},
{"time": "11:32", "event": "fridge_opened", "location": "kitchen"},
{"time": "11:34", "event": "fridge_closed", "location": "kitchen"},
{"time": "11:36", "event": "microwave_on", "location": "kitchen"},
{"time": "11:39", "event": "microwave_off", "location": "kitchen"},
{"time": "11:41", "event": "eating", "location": "kitchen"},
{"time": "12:05", "event": "finished_eating", "location": "kitchen"},
{"time": "12:08", "event": "water_running", "location": "kitchen"},
{"time": "12:15", "event": "entered_living_room", "location": "living_room"},
{"time": "12:17", "event": "sat_down", "location": "living_room"},
{"time": "13:30", "event": "stood_up", "location": "living_room"},
{"time": "13:32", "event": "entered_bathroom", "location": "bathroom"},
{"time": "13:33", "event": "urination", "location": "bathroom"},
{"time": "13:35", "event": "toilet_flush", "location": "bathroom"},
{"time": "13:36", "event": "hand_wash", "location": "bathroom"},
{"time": "13:38", "event": "entered_bedroom", "location": "bedroom"},
{"time": "13:40", "event": "lay_down", "location": "bedroom"},
{"time": "13:50", "event": "fell_asleep", "location": "bedroom"},
{"time": "14:30", "event": "position_change", "location": "bedroom"},
{"time": "15:15", "event": "woke_up", "location": "bedroom"},
{"time": "15:18", "event": "got_out_of_bed", "location": "bedroom"},
{"time": "15:20", "event": "entered_bathroom", "location": "bathroom"},
{"time": "15:21", "event": "urination", "location": "bathroom"},
{"time": "15:23", "event": "toilet_flush", "location": "bathroom"},
{"time": "15:24", "event": "hand_wash", "location": "bathroom"},
{"time": "15:27", "event": "entered_kitchen", "location": "kitchen"},
{"time": "15:29", "event": "fridge_opened", "location": "kitchen"},
{"time": "15:30", "event": "fridge_closed", "location": "kitchen"},
{"time": "15:32", "event": "eating", "location": "kitchen"},
{"time": "15:42", "event": "entered_living_room", "location": "living_room"},
{"time": "15:45", "event": "sat_down", "location": "living_room"},
{"time": "17:30", "event": "stood_up", "location": "living_room"},
{"time": "17:34", "event": "entered_kitchen", "location": "kitchen"},
{"time": "17:36", "event": "fridge_opened", "location": "kitchen"},
{"time": "17:38", "event": "fridge_closed", "location": "kitchen"},
{"time": "17:48", "event": "medication_box_opened", "location": "kitchen"},
{"time": "17:49", "event": "medication_taken", "location": "kitchen"},
{"time": "17:51", "event": "eating", "location": "kitchen"},
{"time": "18:15", "event": "finished_eating", "location": "kitchen"},
{"time": "18:18", "event": "water_running", "location": "kitchen"},
{"time": "18:25", "event": "entered_living_room", "location": "living_room"},
{"time": "18:28", "event": "sat_down", "location": "living_room"},
{"time": "20:15", "event": "stood_up", "location": "living_room"},
{"time": "20:18", "event": "entered_bathroom", "location": "bathroom"},
{"time": "20:20", "event": "urination", "location": "bathroom"},
{"time": "20:22", "event": "toilet_flush", "location": "bathroom"},
{"time": "20:23", "event": "teeth_brushing", "location": "bathroom"},
{"time": "20:27", "event": "face_wash", "location": "bathroom"},
{"time": "20:30", "event": "entered_bedroom", "location": "bedroom"},
{"time": "20:33", "event": "diaper_put_on", "location": "bedroom"},
{"time": "20:37", "event": "lay_down", "location": "bedroom"},
{"time": "21:00", "event": "fell_asleep", "location": "bedroom"},
{"time": "21:45", "event": "position_change", "location": "bedroom"},
{"time": "22:30", "event": "position_change", "location": "bedroom"},
{"time": "23:15", "event": "position_change", "location": "bedroom"}
]
},
{
"date": "yesterday",
"day": "Tuesday",
"alerts": [
{
"type": "missed_medication",
"time": "08:00",
"severity": "high",
"note": "Morning medication not taken until 09:45"
},
{
"type": "low_water_intake",
"time": "18:00",
"severity": "low",
"note": "Only 2 water/drink events detected today (normal: 5-6)"
}
],
"events": [
{"time": "00:00", "event": "position_change", "location": "bedroom"},
{"time": "00:45", "event": "position_change", "location": "bedroom"},
{"time": "01:30", "event": "position_change", "location": "bedroom"},
{"time": "02:15", "event": "position_change", "location": "bedroom"},
{"time": "03:00", "event": "woke_up", "location": "bedroom"},
{"time": "03:02", "event": "got_out_of_bed", "location": "bedroom"},
{"time": "03:04", "event": "entered_bathroom", "location": "bathroom"},
{"time": "03:05", "event": "urination", "location": "bathroom"},
{"time": "03:07", "event": "toilet_flush", "location": "bathroom"},
{"time": "03:08", "event": "hand_wash", "location": "bathroom"},
{"time": "03:10", "event": "entered_bedroom", "location": "bedroom"},
{"time": "03:13", "event": "fell_asleep", "location": "bedroom"},
{"time": "04:00", "event": "position_change", "location": "bedroom"},
{"time": "04:50", "event": "position_change", "location": "bedroom"},
{"time": "05:40", "event": "position_change", "location": "bedroom"},
{"time": "07:00", "event": "woke_up", "location": "bedroom"},
{"time": "07:03", "event": "got_out_of_bed", "location": "bedroom"},
{"time": "07:05", "event": "diaper_check", "location": "bedroom"},
{"time": "07:08", "event": "diaper_change", "location": "bedroom"},
{"time": "07:12", "event": "entered_bathroom", "location": "bathroom"},
{"time": "07:14", "event": "face_wash", "location": "bathroom"},
{"time": "07:17", "event": "teeth_brushing", "location": "bathroom"},
{"time": "07:20", "event": "urination", "location": "bathroom"},
{"time": "07:22", "event": "toilet_flush", "location": "bathroom"},
{"time": "07:23", "event": "hand_wash", "location": "bathroom"},
{"time": "07:26", "event": "entered_kitchen", "location": "kitchen"},
{"time": "07:28", "event": "coffee_machine_on", "location": "kitchen"},
{"time": "07:31", "event": "coffee_ready", "location": "kitchen"},
{"time": "07:33", "event": "toaster_on", "location": "kitchen"},
{"time": "07:36", "event": "toast_ready", "location": "kitchen"},
{"time": "07:38", "event": "eating", "location": "kitchen"},
{"time": "08:00", "event": "ALERT_medication_not_taken", "location": "kitchen"},
{"time": "08:05", "event": "finished_eating", "location": "kitchen"},
{"time": "08:15", "event": "water_running", "location": "kitchen"},
{"time": "08:22", "event": "entered_living_room", "location": "living_room"},
{"time": "08:25", "event": "sat_down", "location": "living_room"},
{"time": "08:30", "event": "ALERT_medication_30min", "location": "kitchen"},
{"time": "09:00", "event": "ALERT_medication_1h", "location": "kitchen"},
{"time": "09:30", "event": "stood_up", "location": "living_room"},
{"time": "09:32", "event": "entered_bathroom", "location": "bathroom"},
{"time": "09:33", "event": "urination", "location": "bathroom"},
{"time": "09:35", "event": "toilet_flush", "location": "bathroom"},
{"time": "09:36", "event": "hand_wash", "location": "bathroom"},
{"time": "09:38", "event": "entered_kitchen", "location": "kitchen"},
{"time": "09:43", "event": "medication_box_opened", "location": "kitchen"},
{"time": "09:44", "event": "medication_taken", "location": "kitchen"},
{"time": "09:44", "event": "ALERT_resolved", "location": "kitchen"},
{"time": "09:48", "event": "entered_living_room", "location": "living_room"},
{"time": "09:50", "event": "sat_down", "location": "living_room"},
{"time": "12:00", "event": "stood_up", "location": "living_room"},
{"time": "12:02", "event": "entered_bathroom", "location": "bathroom"},
{"time": "12:03", "event": "urination", "location": "bathroom"},
{"time": "12:05", "event": "toilet_flush", "location": "bathroom"},
{"time": "12:06", "event": "hand_wash", "location": "bathroom"},
{"time": "12:08", "event": "entered_kitchen", "location": "kitchen"},
{"time": "12:10", "event": "fridge_opened", "location": "kitchen"},
{"time": "12:12", "event": "fridge_closed", "location": "kitchen"},
{"time": "12:14", "event": "stove_on", "location": "kitchen"},
{"time": "12:18", "event": "cooking", "location": "kitchen"},
{"time": "12:28", "event": "stove_off", "location": "kitchen"},
{"time": "12:30", "event": "eating", "location": "kitchen"},
{"time": "12:55", "event": "finished_eating", "location": "kitchen"},
{"time": "12:58", "event": "water_running", "location": "kitchen"},
{"time": "13:05", "event": "entered_living_room", "location": "living_room"},
{"time": "13:07", "event": "sat_down", "location": "living_room"},
{"time": "13:45", "event": "fell_asleep", "location": "living_room"},
{"time": "14:30", "event": "position_change", "location": "living_room"},
{"time": "15:15", "event": "woke_up", "location": "living_room"},
{"time": "15:17", "event": "stood_up", "location": "living_room"},
{"time": "15:19", "event": "entered_bathroom", "location": "bathroom"},
{"time": "15:20", "event": "urination", "location": "bathroom"},
{"time": "15:22", "event": "toilet_flush", "location": "bathroom"},
{"time": "15:23", "event": "hand_wash", "location": "bathroom"},
{"time": "15:26", "event": "entered_kitchen", "location": "kitchen"},
{"time": "15:28", "event": "kettle_on", "location": "kitchen"},
{"time": "15:32", "event": "kettle_off", "location": "kitchen"},
{"time": "15:37", "event": "eating", "location": "kitchen"},
{"time": "15:58", "event": "entered_living_room", "location": "living_room"},
{"time": "16:02", "event": "sat_down", "location": "living_room"},
{"time": "17:45", "event": "stood_up", "location": "living_room"},
{"time": "17:49", "event": "entered_kitchen", "location": "kitchen"},
{"time": "17:51", "event": "fridge_opened", "location": "kitchen"},
{"time": "17:53", "event": "fridge_closed", "location": "kitchen"},
{"time": "17:55", "event": "stove_on", "location": "kitchen"},
{"time": "17:58", "event": "cooking", "location": "kitchen"},
{"time": "18:10", "event": "stove_off", "location": "kitchen"},
{"time": "18:12", "event": "medication_box_opened", "location": "kitchen"},
{"time": "18:13", "event": "medication_taken", "location": "kitchen"},
{"time": "18:15", "event": "eating", "location": "kitchen"},
{"time": "18:40", "event": "finished_eating", "location": "kitchen"},
{"time": "18:43", "event": "water_running", "location": "kitchen"},
{"time": "18:50", "event": "entered_living_room", "location": "living_room"},
{"time": "18:53", "event": "sat_down", "location": "living_room"},
{"time": "20:30", "event": "stood_up", "location": "living_room"},
{"time": "20:33", "event": "entered_bathroom", "location": "bathroom"},
{"time": "20:35", "event": "urination", "location": "bathroom"},
{"time": "20:37", "event": "toilet_flush", "location": "bathroom"},
{"time": "20:38", "event": "teeth_brushing", "location": "bathroom"},
{"time": "20:42", "event": "face_wash", "location": "bathroom"},
{"time": "20:45", "event": "entered_bedroom", "location": "bedroom"},
{"time": "20:48", "event": "diaper_put_on", "location": "bedroom"},
{"time": "20:52", "event": "lay_down", "location": "bedroom"},
{"time": "21:15", "event": "fell_asleep", "location": "bedroom"},
{"time": "22:00", "event": "position_change", "location": "bedroom"},
{"time": "22:45", "event": "position_change", "location": "bedroom"},
{"time": "23:30", "event": "position_change", "location": "bedroom"}
]
},
{
"date": "today",
"day": "Wednesday",
"alerts": [
{
"type": "fall_detected",
"time": "06:32",
"severity": "critical",
"location": "hallway"
},
{
"type": "no_shower",
"time": "12:00",
"severity": "low",
"note": "No shower for 48+ hours (after fall incident)"
}
],
"events": [
{"time": "00:15", "event": "position_change", "location": "bedroom"},
{"time": "01:00", "event": "position_change", "location": "bedroom"},
{"time": "01:45", "event": "position_change", "location": "bedroom"},
{"time": "02:30", "event": "position_change", "location": "bedroom"},
{"time": "03:15", "event": "position_change", "location": "bedroom"},
{"time": "04:00", "event": "position_change", "location": "bedroom"},
{"time": "04:45", "event": "position_change", "location": "bedroom"},
{"time": "05:30", "event": "position_change", "location": "bedroom"},
{"time": "06:30", "event": "woke_up", "location": "bedroom"},
{"time": "06:31", "event": "got_out_of_bed", "location": "bedroom"},
{"time": "06:32", "event": "FALL_DETECTED", "location": "hallway"},
{"time": "06:33", "event": "no_movement", "location": "hallway"},
{"time": "06:34", "event": "no_movement", "location": "hallway"},
{"time": "06:35", "event": "no_movement", "location": "hallway"},
{"time": "06:40", "event": "movement_detected", "location": "hallway"},
{"time": "06:55", "event": "front_door_opened", "location": "entrance"},
{"time": "06:57", "event": "front_door_closed", "location": "entrance"},
{"time": "07:00", "event": "movement_detected", "location": "living_room"},
{"time": "07:40", "event": "sat_down", "location": "living_room"},
{"time": "08:00", "event": "entered_kitchen", "location": "kitchen"},
{"time": "08:02", "event": "coffee_machine_on", "location": "kitchen"},
{"time": "08:05", "event": "coffee_ready", "location": "kitchen"},
{"time": "08:07", "event": "toaster_on", "location": "kitchen"},
{"time": "08:10", "event": "toast_ready", "location": "kitchen"},
{"time": "08:12", "event": "medication_box_opened", "location": "kitchen"},
{"time": "08:13", "event": "medication_taken", "location": "kitchen"},
{"time": "08:15", "event": "eating", "location": "kitchen"},
{"time": "08:35", "event": "finished_eating", "location": "kitchen"},
{"time": "08:40", "event": "entered_living_room", "location": "living_room"},
{"time": "08:42", "event": "sat_down", "location": "living_room"},
{"time": "09:25", "event": "front_door_opened", "location": "entrance"},
{"time": "09:27", "event": "front_door_closed", "location": "entrance"},
{"time": "09:30", "event": "sat_down", "location": "living_room"},
{"time": "09:50", "event": "stood_up", "location": "living_room"},
{"time": "09:52", "event": "entered_bathroom", "location": "bathroom"},
{"time": "09:53", "event": "urination", "location": "bathroom"},
{"time": "09:55", "event": "toilet_flush", "location": "bathroom"},
{"time": "09:56", "event": "hand_wash", "location": "bathroom"},
{"time": "10:00", "event": "entered_bedroom", "location": "bedroom"},
{"time": "10:03", "event": "diaper_check", "location": "bedroom"},
{"time": "10:06", "event": "diaper_change", "location": "bedroom"},
{"time": "10:10", "event": "lay_down", "location": "bedroom"},
{"time": "10:30", "event": "fell_asleep", "location": "bedroom"},
{"time": "11:15", "event": "position_change", "location": "bedroom"},
{"time": "12:00", "event": "woke_up", "location": "bedroom"},
{"time": "12:08", "event": "eating", "location": "bedroom"},
{"time": "12:30", "event": "finished_eating", "location": "bedroom"},
{"time": "12:50", "event": "stood_up", "location": "bedroom"},
{"time": "12:52", "event": "entered_bathroom", "location": "bathroom"},
{"time": "12:53", "event": "urination", "location": "bathroom"},
{"time": "12:55", "event": "toilet_flush", "location": "bathroom"},
{"time": "12:56", "event": "hand_wash", "location": "bathroom"},
{"time": "13:00", "event": "entered_bedroom", "location": "bedroom"},
{"time": "13:03", "event": "lay_down", "location": "bedroom"},
{"time": "13:05", "event": "medication_taken", "location": "bedroom"},
{"time": "13:15", "event": "fell_asleep", "location": "bedroom"},
{"time": "14:00", "event": "position_change", "location": "bedroom"},
{"time": "14:45", "event": "position_change", "location": "bedroom"},
{"time": "15:30", "event": "woke_up", "location": "bedroom"},
{"time": "15:35", "event": "stood_up", "location": "bedroom"},
{"time": "15:37", "event": "entered_bathroom", "location": "bathroom"},
{"time": "15:38", "event": "urination", "location": "bathroom"},
{"time": "15:40", "event": "toilet_flush", "location": "bathroom"},
{"time": "15:41", "event": "hand_wash", "location": "bathroom"},
{"time": "15:45", "event": "entered_living_room", "location": "living_room"},
{"time": "15:47", "event": "sat_down", "location": "living_room"},
{"time": "16:00", "event": "kettle_on", "location": "kitchen"},
{"time": "16:04", "event": "kettle_off", "location": "kitchen"},
{"time": "16:15", "event": "eating", "location": "living_room"},
{"time": "17:00", "event": "stood_up", "location": "living_room"},
{"time": "17:02", "event": "entered_bathroom", "location": "bathroom"},
{"time": "17:03", "event": "urination", "location": "bathroom"},
{"time": "17:05", "event": "toilet_flush", "location": "bathroom"},
{"time": "17:06", "event": "hand_wash", "location": "bathroom"},
{"time": "17:10", "event": "entered_living_room", "location": "living_room"},
{"time": "17:12", "event": "sat_down", "location": "living_room"},
{"time": "17:35", "event": "stove_on", "location": "kitchen"},
{"time": "17:55", "event": "stove_off", "location": "kitchen"},
{"time": "18:00", "event": "entered_kitchen", "location": "kitchen"},
{"time": "18:02", "event": "sat_down", "location": "kitchen"},
{"time": "18:05", "event": "eating", "location": "kitchen"},
{"time": "18:30", "event": "finished_eating", "location": "kitchen"},
{"time": "18:32", "event": "medication_box_opened", "location": "kitchen"},
{"time": "18:33", "event": "medication_taken", "location": "kitchen"},
{"time": "18:40", "event": "entered_living_room", "location": "living_room"},
{"time": "18:42", "event": "sat_down", "location": "living_room"},
{"time": "19:30", "event": "stood_up", "location": "living_room"},
{"time": "19:32", "event": "entered_bathroom", "location": "bathroom"},
{"time": "19:33", "event": "urination", "location": "bathroom"},
{"time": "19:35", "event": "toilet_flush", "location": "bathroom"},
{"time": "19:36", "event": "hand_wash", "location": "bathroom"},
{"time": "19:40", "event": "entered_living_room", "location": "living_room"},
{"time": "20:30", "event": "stood_up", "location": "living_room"},
{"time": "20:33", "event": "entered_bathroom", "location": "bathroom"},
{"time": "20:35", "event": "teeth_brushing", "location": "bathroom"},
{"time": "20:39", "event": "face_wash", "location": "bathroom"},
{"time": "20:42", "event": "urination", "location": "bathroom"},
{"time": "20:44", "event": "toilet_flush", "location": "bathroom"},
{"time": "20:45", "event": "hand_wash", "location": "bathroom"},
{"time": "20:48", "event": "entered_bedroom", "location": "bedroom"},
{"time": "20:51", "event": "diaper_put_on", "location": "bedroom"},
{"time": "20:55", "event": "lay_down", "location": "bedroom"},
{"time": "21:15", "event": "fell_asleep", "location": "bedroom"},
{"time": "22:00", "event": "position_change", "location": "bedroom"},
{"time": "22:45", "event": "position_change", "location": "bedroom"},
{"time": "23:30", "event": "position_change", "location": "bedroom"}
]
}
],
"summary": {
"total_days": 7,
"total_alerts": 14,
"alerts_by_severity": {
"critical": 1,
"high": 2,
"medium": 5,
"low": 6
},
"alerts_summary": [
{"date": "6_days_ago", "type": "high_bathroom_frequency", "severity": "medium"},
{"date": "6_days_ago", "type": "late_to_bed", "severity": "low"},
{"date": "5_days_ago", "type": "stove_left_on", "severity": "high"},
{"date": "5_days_ago", "type": "low_activity", "severity": "medium"},
{"date": "4_days_ago", "type": "unusual_wake_time", "severity": "low"},
{"date": "4_days_ago", "type": "fridge_not_opened", "severity": "medium"},
{"date": "3_days_ago", "type": "no_shower", "severity": "low"},
{"date": "3_days_ago", "type": "prolonged_nap", "severity": "medium"},
{"date": "2_days_ago", "type": "diaper_not_changed", "severity": "medium"},
{"date": "2_days_ago", "type": "no_breakfast", "severity": "medium"},
{"date": "yesterday", "type": "missed_medication", "severity": "high"},
{"date": "yesterday", "type": "low_water_intake", "severity": "low"},
{"date": "today", "type": "fall_detected", "severity": "critical"},
{"date": "today", "type": "no_shower", "severity": "low"}
]
}
}

272
services/ultravoxService.ts Normal file
View File

@ -0,0 +1,272 @@
/**
* Ultravox Voice AI Service
* Creates calls via Ultravox API and manages voice configuration
*/
// Import Ferdinand data
import ferdinandData from '@/assets/data/ferdinand_7days_events.json';
// API Configuration
const ULTRAVOX_API_URL = 'https://api.ultravox.ai/api';
const ULTRAVOX_API_KEY = '4miSVLym.HF3lV9y4euiuzcEbPPTLHEugrOu4jpNU';
// Fixed voice - Sarah only
export const VOICE_ID = 'Sarah';
export const VOICE_NAME = 'Sarah';
// Tool definitions for function calling
export interface UltravoxTool {
temporaryTool: {
modelToolName: string;
description: string;
dynamicParameters?: Array<{
name: string;
location: string;
schema: {
type: string;
description: string;
};
required: boolean;
}>;
client?: Record<string, unknown>;
};
}
export const ULTRAVOX_TOOLS: UltravoxTool[] = [
{
temporaryTool: {
modelToolName: 'navigateToDashboard',
description: 'Navigate to the Dashboard screen to show wellness overview, charts, and real-time status. Use when user asks to see the dashboard, overview, charts, or wants to check the current status visually.',
client: {},
},
},
{
temporaryTool: {
modelToolName: 'navigateToBeneficiaries',
description: 'Navigate to the beneficiaries list screen when user wants to see or manage their loved ones',
client: {},
},
},
{
temporaryTool: {
modelToolName: 'navigateToProfile',
description: 'Navigate to the user profile settings screen',
client: {},
},
},
];
// Build context from Ferdinand data
function buildFerdinandContext(): string {
const client = ferdinandData.client;
const summary = ferdinandData.summary;
// Get today's alerts
const todayData = ferdinandData.days.find(d => d.date === 'today');
const yesterdayData = ferdinandData.days.find(d => d.date === 'yesterday');
let context = `
BENEFICIARY INFORMATION:
- Name: ${client.name}
- Address: ${client.address}
- Monitoring Period: Last 7 days
CURRENT STATUS (Today - ${todayData?.day || 'Wednesday'}):
`;
// Add today's alerts with severity
if (todayData?.alerts && todayData.alerts.length > 0) {
context += `⚠️ ALERTS TODAY:\n`;
todayData.alerts.forEach(alert => {
const emoji = alert.severity === 'critical' ? '🔴' : alert.severity === 'high' ? '🟠' : alert.severity === 'medium' ? '🟡' : '🟢';
context += ` ${emoji} ${alert.type.replace(/_/g, ' ').toUpperCase()} at ${alert.time}`;
if (alert.note) context += ` - ${alert.note}`;
if (alert.location) context += ` (${alert.location})`;
context += '\n';
});
}
// Add yesterday's alerts
if (yesterdayData?.alerts && yesterdayData.alerts.length > 0) {
context += `\nYESTERDAY'S ALERTS:\n`;
yesterdayData.alerts.forEach(alert => {
const emoji = alert.severity === 'critical' ? '🔴' : alert.severity === 'high' ? '🟠' : alert.severity === 'medium' ? '🟡' : '🟢';
context += ` ${emoji} ${alert.type.replace(/_/g, ' ')} at ${alert.time}`;
if (alert.note) context += ` - ${alert.note}`;
context += '\n';
});
}
// 7-day summary
context += `
7-DAY SUMMARY:
- Total alerts: ${summary.total_alerts}
- Critical: ${summary.alerts_by_severity.critical}
- High: ${summary.alerts_by_severity.high}
- Medium: ${summary.alerts_by_severity.medium}
- Low: ${summary.alerts_by_severity.low}
KEY CONCERNS THIS WEEK:
`;
// Add all alerts summary
summary.alerts_summary.forEach(alert => {
const emoji = alert.severity === 'critical' ? '🔴' : alert.severity === 'high' ? '🟠' : alert.severity === 'medium' ? '🟡' : '🟢';
context += ` ${emoji} ${alert.date}: ${alert.type.replace(/_/g, ' ')}\n`;
});
// Add typical daily pattern from today's events
if (todayData?.events) {
const wakeUp = todayData.events.find(e => e.event === 'woke_up');
const sleep = todayData.events.find(e => e.event === 'fell_asleep');
const meals = todayData.events.filter(e => e.event === 'eating' || e.event === 'finished_eating');
const medications = todayData.events.filter(e => e.event === 'medication_taken');
const bathroom = todayData.events.filter(e => e.event === 'urination');
context += `
TODAY'S ACTIVITY PATTERN:
- Wake up: ${wakeUp?.time || 'N/A'}
- Meals: ${meals.length / 2} meals detected
- Medications: ${medications.length} doses taken
- Bathroom visits: ${bathroom.length} times
- Current location: ${todayData.events[todayData.events.length - 1]?.location || 'bedroom'}
`;
}
return context;
}
// System prompt generator with Ferdinand context
export function getSystemPrompt(): string {
const context = buildFerdinandContext();
return `You are Julia, a compassionate and knowledgeable AI wellness assistant for WellNuo app.
Your role is to help caregivers monitor and understand the wellbeing of their loved ones.
${context}
IMPORTANT GUIDELINES:
- Be warm, empathetic, and supportive in your responses
- You have FULL access to ${ferdinandData.client.name}'s wellness data from the last 7 days
- When asked about status, alerts, or concerns - refer to the actual data above
- Prioritize critical and high severity alerts when discussing concerns
- The FALL DETECTED today at 06:32 is the most urgent concern - acknowledge it if user asks about current status
- You can navigate the app using available tools when the user requests it
- If user asks to "show dashboard", "open dashboard", "see the overview" - use the navigateToDashboard tool
- Keep responses conversational and natural for voice interaction
- Speak in a calm, reassuring tone
- Be specific with times and details from the data
- If asked about something not in the data, say you don't have that information
Remember: You're speaking with a caregiver who wants the best for their loved one.
Be supportive and helpful while maintaining appropriate boundaries about medical advice.`;
}
// API Response types
export interface CreateCallResponse {
callId: string;
joinUrl: string;
created: string;
ended?: string;
model: string;
voice: string;
firstSpeaker: string;
transcriptOptional: boolean;
recordingEnabled: boolean;
}
export interface UltravoxError {
error: string;
message: string;
}
/**
* Create a new Ultravox call
*/
export async function createCall(options: {
systemPrompt: string;
voice?: string;
tools?: UltravoxTool[];
firstSpeaker?: 'FIRST_SPEAKER_AGENT' | 'FIRST_SPEAKER_USER';
}): Promise<{ success: true; data: CreateCallResponse } | { success: false; error: string }> {
try {
const response = await fetch(`${ULTRAVOX_API_URL}/calls`, {
method: 'POST',
headers: {
'Content-Type': 'application/json',
'X-API-Key': ULTRAVOX_API_KEY,
},
body: JSON.stringify({
systemPrompt: options.systemPrompt,
model: 'fixie-ai/ultravox',
voice: options.voice || VOICE_ID,
firstSpeaker: options.firstSpeaker || 'FIRST_SPEAKER_AGENT',
selectedTools: options.tools || ULTRAVOX_TOOLS,
medium: { webRtc: {} },
recordingEnabled: false,
maxDuration: '1800s', // 30 minutes max
}),
});
if (!response.ok) {
const errorData = await response.json().catch(() => ({}));
console.error('[Ultravox] API error:', response.status, errorData);
return {
success: false,
error: errorData.message || `API error: ${response.status}`,
};
}
const data: CreateCallResponse = await response.json();
console.log('[Ultravox] Call created:', data.callId);
return { success: true, data };
} catch (error) {
console.error('[Ultravox] Create call error:', error);
return {
success: false,
error: error instanceof Error ? error.message : 'Failed to create call',
};
}
}
/**
* Get call details
*/
export async function getCall(callId: string): Promise<CreateCallResponse | null> {
try {
const response = await fetch(`${ULTRAVOX_API_URL}/calls/${callId}`, {
method: 'GET',
headers: {
'X-API-Key': ULTRAVOX_API_KEY,
},
});
if (!response.ok) {
return null;
}
return await response.json();
} catch (error) {
console.error('[Ultravox] Get call error:', error);
return null;
}
}
/**
* End a call
*/
export async function endCall(callId: string): Promise<boolean> {
try {
const response = await fetch(`${ULTRAVOX_API_URL}/calls/${callId}`, {
method: 'DELETE',
headers: {
'X-API-Key': ULTRAVOX_API_KEY,
},
});
return response.ok;
} catch (error) {
console.error('[Ultravox] End call error:', error);
return false;
}
}

2
types/index.ts
View File

@ -46,6 +46,8 @@ export interface Message {
role: 'user' | 'assistant';
content: string;
timestamp: Date;
isVoice?: boolean;
isSystem?: boolean;
}
export interface ChatResponse {