MongoDB Atlas

MongoDB Atlas is a fully-managed cloud database available in AWS, Azure, and GCP. It now has support for native Vector Search on the MongoDB document data.

Installation and Setup

See detail configuration instructions.

We need to install pymongo python package.

pip install pymongo

Vector Store

See a usage example.

from langchain_community.vectorstores import MongoDBAtlasVectorSearch