Our API is built from the ground up with the machine learning workflow in mind. For example, we have a training API that allows you to batch requests and even download your embeddings and generate an HNSW index locally. Our view of versioning, rollbacks, and more makes a lot of sense for an ML index, but very little sense for a search index.