MongoDBVectorDatabase(host: str, db_name: str, cluster_name: str, project_id: str, admin_api_user: str, admin_api_password: str, default_query_limit: int = 10, **extra_params: Any) : MongoDB implementation of the VectorDatabase.
This class provides a MongoDB-based vector database connector.
Initialize the MongoDBVectorDatabase.
Args:
host (str): The hostname of the MongoDB server.
db_name (str): The name of the database.
cluster_name (str): The name of the MongoDB cluster.
project_id (str): The project ID for MongoDB.
admin_api_user (str): The admin API username.
admin_api_password (str): The admin API password.
default_query_limit (int): Default vector search limit,
MongoDB does not have a default for it so setting it to a reasonable number of 10.
**extra_params (Any): Additional parameters for the MongoDB connection.
### Ancestors (in MRO)
* superlinked.framework.dsl.storage.vector_database.VectorDatabase
* abc.ABC
* typing.Generic
