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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