Managed Tensor Database

Deep Lake Managed Database

Overview of Deep Lake's Managed Tensor Database

Deep Lake offers a serverless Managed Tensor Database that eliminates the complexity of 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 in December 2023.

Comparison of Deep Lake as a Managed Database vs Embedded Database

User Interfaces

LangChain and LlamaIndex

To use the Managed Vector Database in LangChain or Llama Index, specify dataset_path = hub://org_id/dataset_name and runtime = {"tensor_db": True} during Vector Store creation.

REST API

A standalone REST API is available for interacting with the Managed Database:

REST API

Further Information:

Migrating Datasets to the Tensor Database