[Start: User Input]

[Collect User Data]

(Preferences, History, Constraints)

[Fetch Contextual Data from Firestore]

(Destinations, Attractions, Reviews)

[Synthesize Data into AI Prompt]

[Call Generative AI API]

[Parse & Structure AI Response]

[Display Personalized Itinerary & Tips]

[End]