Class RagManagedDbConfig (1.141.0)

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RagManagedDbConfig(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Configuration message for RagManagedDb used by RagEngine.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Attributes
Name	Description
enterprise	google.cloud.aiplatform_v1beta1.types.RagManagedDbConfig.Enterprise Sets the RagManagedDb to the Enterprise tier. This field is a member of oneof_ tier.
scaled	google.cloud.aiplatform_v1beta1.types.RagManagedDbConfig.Scaled Deprecated: Use mode instead to set the tier under Spanner. Sets the RagManagedDb to the Scaled tier. This field is a member of oneof_ tier.
basic	google.cloud.aiplatform_v1beta1.types.RagManagedDbConfig.Basic Deprecated: Use mode instead to set the tier under Spanner. Sets the RagManagedDb to the Basic tier. This field is a member of oneof_ tier.
unprovisioned	google.cloud.aiplatform_v1beta1.types.RagManagedDbConfig.Unprovisioned Deprecated: Use mode instead to set the tier under Spanner. Sets the RagManagedDb to the Unprovisioned tier. This field is a member of oneof_ tier.
serverless	google.cloud.aiplatform_v1beta1.types.RagManagedDbConfig.Serverless Sets the backend to be the serverless mode offered by RAG Engine. This field is a member of oneof_ mode.
spanner	google.cloud.aiplatform_v1beta1.types.RagManagedDbConfig.Spanner Sets the RAG Engine backend to be RagManagedDb, built on top of Spanner. NOTE: This is the default mode (w/ Basic Tier) if not explicitly chosen. This field is a member of oneof_ mode.

Classes

Basic

Basic(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Basic tier is a cost-effective and low compute tier suitable for the following cases:

• Experimenting with RagManagedDb.
• Small data size.
• Latency insensitive workload.
• Only using RAG Engine with external vector DBs.

NOTE: This is the default tier under Spanner mode if not explicitly chosen.

Enterprise

Enterprise(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Enterprise tier offers production grade performance along with autoscaling functionality. It is suitable for customers with large amounts of data or performance sensitive workloads.

Scaled

Scaled(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Scaled tier offers production grade performance along with autoscaling functionality. It is suitable for customers with large amounts of data or performance sensitive workloads.

Serverless

Serverless(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Message to configure the serverless mode offered by RAG Engine.

Spanner

Spanner(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Message to configure the Spanner database used by RagManagedDb.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Unprovisioned

Unprovisioned(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Disables the RAG Engine service and deletes all your data held within this service. This will halt the billing of the service.

NOTE: Once deleted the data cannot be recovered. To start using RAG Engine again, you will need to update the tier by calling the UpdateRagEngineConfig API.

Methods

RagManagedDbConfig

RagManagedDbConfig(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Configuration message for RagManagedDb used by RagEngine.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields