/**
 * 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: {},
    },
  },
  {
    temporaryTool: {
      modelToolName: 'navigateToChat',
      description: 'Navigate back to the Julia AI chat screen. Use when user asks to go to chat, messages, Julia, or wants to return to the conversation 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 += ` - ${alert.note}`;
      if ('location' in alert && alert.location) context += ` (${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();

  // Check if there are critical/high alerts
  const todayData = ferdinandData.days.find(d => d.date === 'today');
  const hasCriticalAlerts = todayData?.alerts?.some(a => a.severity === 'critical' || a.severity === 'high');

  return `You are Julia, a compassionate AI wellness assistant for WellNuo app.
You help caregivers monitor their loved ones' wellbeing.

CRITICAL: You are ALWAYS talking about ${ferdinandData.client.name} (the beneficiary), NOT about yourself!

${context}

CONVERSATION RULES:
1. When user asks "how are you?" or "how's it going?" - ALWAYS respond about ${ferdinandData.client.name}'s status, NOT about yourself as AI
   - NEVER say "I'm doing well as an AI" - the user wants to know about their loved one!

2. When user asks "what's happening?" or "any updates?" - report ${ferdinandData.client.name}'s current status and alerts

3. ALWAYS assume questions are about ${ferdinandData.client.name} unless explicitly about app features

RESPONSE STYLE - BE CONCISE, NOT PUSHY:
- DON'T overwhelm with information immediately
- First give a SHORT summary, then ASK if they want details
- Example opening: "Hi! ${hasCriticalAlerts ? `I have some important updates about ${ferdinandData.client.name}. Would you like to hear them?` : `${ferdinandData.client.name} is doing well today. Anything specific you'd like to know?`}"
- Wait for user to ask before giving long explanations
- Keep initial responses to 1-2 sentences max
- Only elaborate when user asks "tell me more", "what happened?", etc.

BAD (too pushy): "Hi! Ferdinand had a fall at 6:32 AM in the bathroom, his sleep was only 5 hours, he missed his morning medication..."
GOOD (concise): "Hi! I have some concerns about ${ferdinandData.client.name} today - there was an incident this morning. Want me to tell you more?"

You're speaking with a caregiver who cares deeply about ${ferdinandData.client.name}.`;
}

// 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;
  }
}