AI-Powered Trip Planning
MayTravel is designed to leverage Google Gemini AI with Retrieval-Augmented Generation (RAG) to transform your travel preferences into comprehensive, personalized itineraries. When implemented, the system will analyze your interests, destination, and travel dates to generate intelligent recommendations that match your travel style.Current Capabilities
Right now, you can:- Create trips manually via the API
- Add stops and activities to your trips
- Associate interests with your profile
- Manage points of interest
- Store trip details with geospatial data
How AI Planning Works
Input Your Travel Details
Provide your destination, travel dates, accommodation location, and trip preferences to the platform.
Interest Analysis
The AI analyzes your saved interests and past travel patterns to understand your preferences.
Itinerary Generation
Google Gemini generates a day-by-day itinerary with activities, timing, and points of interest tailored to you.
Key Benefits
Personalized Recommendations
Every itinerary is unique, built around your specific interests and travel style.
Time Optimization
AI considers travel time, opening hours, and activity duration to create efficient daily plans.
Context-Aware Suggestions
RAG technology ensures recommendations are based on real, current information about destinations.
Dynamic Flexibility
The system adapts to changing preferences and can regenerate portions of your itinerary.
Creating an AI-Powered Trip
To create a new trip with AI assistance, send a request to the trips API with your travel details:Trip Structure
AI-generated trips follow a structured hierarchy:Trip Level
Contains overall trip information: title, destination coordinates, arrival and departure dates.
Retrieving Your AI-Generated Itinerary
Once your trip is created, you can retrieve the full itinerary with all AI-generated details:Interest-Based Planning
The AI tailors recommendations based on the interests stored in your profile. For example:Culture Enthusiasts
Receives recommendations for museums, historical sites, galleries, and cultural events.
Adventure Seekers
Gets itineraries featuring outdoor activities, hiking trails, and adventure sports.
Food Lovers
Discovers local restaurants, food markets, cooking classes, and culinary experiences.
Relaxation Focus
Finds peaceful parks, spas, beaches, and leisurely activities.
Flexible Data Model
MayTravel’s database is designed to handle dynamic AI-generated content without breaking:- Extensible Schema: The system can store additional fields the AI generates without requiring schema changes.
- JSONB Support: PostgreSQL’s JSONB capabilities allow for flexible, semi-structured data storage.
- Graceful Handling: Unknown fields are preserved and returned in API responses.
Best Practices
Provide Detailed Interests
Provide Detailed Interests
The more interests you add to your profile, the better the AI can tailor recommendations. Add specific interests like “modern art”, “street food”, or “coastal hiking” rather than generic terms.
Set Realistic Time Frames
Set Realistic Time Frames
Give the AI enough time to work with. A 3-day trip allows for rich recommendations, while a single day may feel rushed.
Choose Accurate Accommodation Locations
Choose Accurate Accommodation Locations
The shelter coordinates help the AI optimize travel time between activities and your lodging.
Review and Customize
Review and Customize
AI suggestions are a starting point. Review the generated itinerary and make adjustments to match your exact preferences.
Learn More
User Profiles
Set up your profile to improve AI recommendations
Trip Management
Learn how to manage and organize your trips
Interests
Understand how interests shape your travel plans
AI Integration
Technical details about the AI architecture