Mongo Db Vector Database

Classes

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, vector_precision: superlinked.framework.common.precision.Precision = Precision.FLOAT16, **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.
    vector_precision (Precision): Precision to use for storing vectors. Defaults to FLOAT16.
    **extra_params (Any): Additional parameters for the MongoDB connection.

### Ancestors (in MRO)

* superlinked.framework.dsl.storage.vector_database.VectorDatabase
* abc.ABC
* typing.Generic