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Deep Lake Managed 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
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.
A standalone REST API is available for interacting with the Managed Database:
{% content-ref url="rest-api.md" %} rest-api.md {% endcontent-ref %}
{% content-ref url="migrating-datasets-to-the-tensor-database.md" %} migrating-datasets-to-the-tensor-database.md {% endcontent-ref %}