DocArray
DocArray is a library for nested, unstructured, multimodal data in transit, including text, image, audio, video, 3D mesh, etc. It allows deep-learning engineers to efficiently process, embed, search, recommend, store, and transfer multimodal data with a Pythonic API.
Installation and Setupβ
We need to install docarray
python package.
pip install docarray
Vector Storeβ
LangChain provides an access to the In-memory
and HNSW
vector stores from the DocArray
library.
See a usage example.
from langchain_community.vectorstores DocArrayHnswSearch
See a usage example.
from langchain_community.vectorstores DocArrayInMemorySearch