A team is choosing between an embedding model and a text-generation model. Which task specifically needs an embedding representation?

1. Writing a natural-language incident report
2. Ranking documents by semantic similarity to a query vector
3. Emitting a final prose email to a customer
4. Producing a conversational explanation of a result