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

Description

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:
User sends natural language query
AI extracts search parameters (location, date, type)
Searches across multiple data sources
AI enriches results with context
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