Class in charge of building all Google Cloud SDK Objects needed to build
VectorStores from project_id, credentials or other specifications.
Abstracts away the authentication layer.
VectorSearchSDKManager(
self,
*,
project_id: str,
region: str,
api_version: str = 'v1',
credentials: Credentials | None = None,
credentials_path: str | None = None
)Initializes aiplatform.
Retrieves a Google Cloud Storage client.
Retrieves a Google Cloud Bucket by bucket name.
Retrieves a MatchingEngineIndex (VectorSearchIndex) by ID.
Retrieves a Vector Search V2 Collection by ID.
Retrieves a MatchingEngineIndexEndpoint (VectorSearchIndexEndpoint) by ID.
Gets a datastore Client.
Get V2 clients for Vector Search 2.0 operations.