Hybrid search over California satellite embeddings with Modal, MongoDB, and Clay

A demo app performs hybrid search over the state of California using timestamps, geolocation data, and satellite image embeddings from the Clay v1 foundation model. Modal orchestrates daily Sentinel API queries, MongoDB Atlas storage, and GPU embedding inference on A10 GPUs, with a small Alpine JS frontend served via FastAPI.