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.

Interfaces for the Managed Database

REST API