Deep Lake#

This page covers how to use the Deep Lake ecosystem within LangChain. It is broken into two parts: installation and setup, and then references to specific Deep Lake wrappers. For more information.

  1. Here is whitepaper and academic paper for Deep Lake

  2. Here is a set of additional resources available for review: Deep Lake, Getting Started and Tutorials

Installation and Setup#

  • Install the Python package with pip install deeplake

Wrappers#

VectorStore#

There exists a wrapper around Deep Lake, a data lake for Deep Learning applications, allowing you to use it as a vectorstore (for now), whether for semantic search or example selection.

To import this vectorstore:

from langchain.vectorstores import DeepLake

For a more detailed walkthrough of the Deep Lake wrapper, see this notebook