09 — Image pipeline
AI for retrieval, not generation.
Every photo is a real place, indexed and matched.
01
Tag
City name + semantic tags
(landmarks · food · atmosphere)
→
02
Search
Query external sources
(APIs + image search)
→
03
Rank
Filter + relevance ranking
(drop off-topic, low-quality)
→
04
Pick
Most representative visual
per city + per landmark
Every image on the atlas is a real-world photo — semantically matched, never hallucinated.