Search your travel memories with Gmail, Google Photos, GPT-4 and Claude

What This Does:
Search your past trips using natural language queries like:

• "Show my Goa hotel from last year"
• "Where did I stay in Paris?"
• "Find my beach trips from 2024"
• "Show all Italy restaurants I visited"

How It Works:

1. User sends natural language query
2. AI extracts search parameters (location, date, type)
3. Searches across multiple data sources
4. AI enriches results with context
5. Returns formatted memories with photos & details

Data Sources:
📧 Gmail (booking confirmations)
📅 Google Calendar (trip events)
💳 Expense tracking (receipts)
📸 Google Photos (trip images)
🗺️ Google Maps (location history)

Advanced Features:
⏱️ 3 Strategic wait nodes
🧠 AI-powered query understanding
🔍 Multi-source data fusion
📊 Intelligent ranking & sorting
🎨 Rich response formatting

Use Cases:

• Find old booking confirmations
• Remember restaurant names
• Retrieve travel documents
• Create trip summaries
• Share travel memories

📊 Monitoring & Analytics

Search Logs:

• All queries saved to Google Drive
• Track popular searches
• Identify data gaps
• Improve AI parsing

Metrics:

• Search success rate
• Average response time
• Data source coverage
• User satisfaction

Performance:

• API call optimization
• Cache frequently searched trips
• Reduce wait times
• Improve relevance

Future Enhancements:

• Voice search support
• Multi-language queries
• Automatic trip summaries
• Share memories feature
• Trip comparison tool