Class RagVectorDbConfig (1.151.0)

1.151.0 (latest) 1.150.0 1.149.0 1.148.1 1.147.0 1.146.0 1.145.0 1.144.0 1.143.0 1.142.0 1.141.0 1.140.0 1.139.0 1.138.0 1.137.0 1.136.0 1.135.0 1.134.0 1.133.0 1.132.0 1.131.0 1.130.0 1.129.0 1.122.0 1.121.0 1.120.0 1.119.0 1.118.0 1.117.0 1.116.0 1.115.0 1.114.0 1.113.0 1.112.0 1.111.0 1.110.0 1.109.0 1.108.0 1.107.0 1.106.0 1.105.0 1.104.0 1.103.0 1.102.0 1.101.0 1.100.0 1.99.0 1.98.0 1.97.0 1.96.0 1.95.1 1.94.0 1.93.1 1.92.0 1.91.0 1.90.0 1.89.0 1.88.0 1.87.0 1.86.0 1.85.0 1.84.0 1.83.0 1.82.0 1.81.0 1.80.0 1.79.0 1.78.0 1.77.0 1.76.0 1.75.0 1.74.0 1.73.0 1.72.0 1.71.1 1.70.0 1.69.0 1.68.0 1.67.1 1.66.0 1.65.0 1.63.0 1.62.0 1.60.0 1.59.0 1.58.0 1.57.0 1.56.0 1.55.0 1.54.1 1.53.0 1.52.0 1.51.0 1.50.0 1.49.0 1.48.0 1.47.0 1.46.0 1.45.0 1.44.0 1.43.0 1.39.0 1.38.1 1.37.0 1.36.4 1.35.0 1.34.0 1.33.1 1.32.0 1.31.1 1.30.1 1.29.0 1.28.1 1.27.1 1.26.1 1.25.0 1.24.1 1.23.0 1.22.1 1.21.0 1.20.0 1.19.1 1.18.3 1.17.1 1.16.1 1.15.1 1.14.0 1.13.1 1.12.1 1.11.0 1.10.0 1.9.0 1.8.1 1.7.1 1.6.2 1.5.0 1.4.3 1.3.0 1.2.0 1.1.1 1.0.1 0.9.0 0.8.0 0.7.1 0.6.0 0.5.1 0.4.0 0.3.1

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

Config for the Vector DB to use for RAG.

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
rag_managed_db	google.cloud.aiplatform_v1beta1.types.RagVectorDbConfig.RagManagedDb The config for the RAG-managed Vector DB. This field is a member of oneof_ vector_db.
weaviate	google.cloud.aiplatform_v1beta1.types.RagVectorDbConfig.Weaviate The config for the Weaviate. This field is a member of oneof_ vector_db.
pinecone	google.cloud.aiplatform_v1beta1.types.RagVectorDbConfig.Pinecone The config for the Pinecone. This field is a member of oneof_ vector_db.
vertex_feature_store	google.cloud.aiplatform_v1beta1.types.RagVectorDbConfig.VertexFeatureStore The config for the Vertex Feature Store. This field is a member of oneof_ vector_db.
vertex_vector_search	google.cloud.aiplatform_v1beta1.types.RagVectorDbConfig.VertexVectorSearch The config for the Vertex Vector Search. This field is a member of oneof_ vector_db.
rag_managed_vertex_vector_search	google.cloud.aiplatform_v1beta1.types.RagVectorDbConfig.RagManagedVertexVectorSearch The config for the RAG-managed Vertex Vector Search 2.0. This field is a member of oneof_ vector_db.
api_auth	google.cloud.aiplatform_v1beta1.types.ApiAuth Authentication config for the chosen Vector DB.
rag_embedding_model_config	google.cloud.aiplatform_v1beta1.types.RagEmbeddingModelConfig Optional. Immutable. The embedding model config of the Vector DB.

Classes

Pinecone

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

The config for the Pinecone.

RagManagedDb

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

The config for the default RAG-managed Vector DB.

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

RagManagedVertexVectorSearch

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

The config for the RAG-managed Vertex Vector Search 2.0.

VertexFeatureStore

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

The config for the Vertex Feature Store.

VertexVectorSearch

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

The config for the Vertex Vector Search.

Weaviate

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

The config for the Weaviate.

Methods

RagVectorDbConfig

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

Config for the Vector DB to use for RAG.

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