Tensor Database
Deep Lake Managed Database
Overview of Deep Lake's Managed Tensor Database
Deep Lake offers a Managed Tensor Database for a variety of dataset operations. The database is serverless, which simplifies self-hosting and substantially lowers costs. Currently, it only supports dataset queries, including vector search, but additional features for creating and modifying data being added.
To create a Deep Lake dataset in the Managed Tensor Database, please specify dataset_path = hub://org_id/dataset_name and runtime = {"tensor_db": True} during dataset creation. Full details on path and storage management are available here.
Architecture
The Managed Tensor Database is serverless and can deployed in the user's VPC.