VDMS is a storage solution for efficient access of big-”visual”-data that aims to achieve cloud scale by searching for relevant visual data via visual metadata stored as a graph and enabling machine friendly enhancements to visual data for faster access.

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Installation and Setup

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Install Client

pip install langchain-vdms

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Install Database

There are two ways to get started with VDMS:
  1. Install VDMS on your local machine via docker 
        docker run -d -p 55555:55555 intellabs/vdms:latest
  2. Install VDMS directly on your local machine. Please see installation instructions.

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VectorStore

To import this vectorstore: 
from langchain_vdms import VDMS
from langchain_vdms.vectorstores import VDMS
To import the VDMS Client connector: 
from langchain_vdms.vectorstores import VDMS_Client
For a more detailed walkthrough of the VDMS wrapper, see this guide.