A focused specialist that does exactly one thing: turn questions into dense vector embeddings optimized for retrieval. Trained on Natural Questions data, it pairs with a companion passage encoder to find relevant documents in large corpora. It won't generate text or answer questions directly — it's a component in a pipeline, not a standalone assistant.