RAG and search
Introducing OlmoEarth embeddings: Custom embedding exports from OlmoEarth Studio for downstream analysis
Our short summary of Hugging Face’s engineering write-up. The full story, with all the detail, is on their blog.
Read the full write-up on huggingface.co (opens in a new tab)Problem
Users needed a simple, cheap way to turn satellite images into numeric vectors for search and analysis.
Solution
OlmoEarth Studio now lets users run a model on chosen images and download the resulting embedding vectors as lightweight GeoTIFF files, with options for resolution, time range, and fine‑tuning.
Research behind this, on AI Papers DailyReducing Representational Interference in Retrieval Embeddings with Trainable Prefix Tokens
Want the architecture, code and numbers? They’re in the original post.
Read the full write-up on huggingface.co (opens in a new tab)