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.
![](https://docs.activeloop.ai/~gitbook/image?url=https%3A%2F%2Fcontent.gitbook.com%2Fcontent%2F1YVqlvZPvs9bGBYtDupb%2Fblobs%2FOvIyiF5mA6I1YQNZc9Gk%2FDeep_Lake_Embedded_vs_Managed.png&width=768&dpr=4&quality=100&sign=b897f932&sv=1)
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 APIFurther Information:
Migrating Datasets to the Tensor DatabaseLast updated