RememberMap

I built this because I kept losing good travel recommendations buried in Reddit threads and forum posts. You read a trip report, someone mentions a specific ramen shop in Osaka or a viewpoint that isn't on any tourist list, and then it's gone — closed tab, forgotten.

RememberMap lets you create trips, drop pins on a map, and attach notes, photos, and voice transcriptions to each one. The interesting part is the Explore tab: I scraped travel forums with Scrapy, embedded the posts with Gemini, and stored the vectors in Firestore. When you open Explore near your saved pins or current location, it surfaces relevant recommendations pulled from real trip reports — not generic "top 10" listicles.

Everything is private by default. You can share a trip via a public link if you want, but nothing is public unless you explicitly share it.