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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
Attributes |
|
|---|---|
| Name | Description |
knn |
google.cloud.aiplatform_v1.types.RagVectorDbConfig.RagManagedDb.KNN
Performs a KNN search on RagCorpus. Default choice if not specified. This field is a member of oneof_ retrieval_strategy.
|
ann |
google.cloud.aiplatform_v1.types.RagVectorDbConfig.RagManagedDb.ANN
Performs an ANN search on RagCorpus. Use this if you have a lot of files (> 10K) in your RagCorpus and want to reduce the search latency. This field is a member of oneof_ retrieval_strategy.
|
Classes
ANN
ANN(mapping=None, *, ignore_unknown_fields=False, **kwargs)Config for ANN search.
RagManagedDb uses a tree-based structure to partition data and facilitate faster searches. As a tradeoff, it requires longer indexing time and manual triggering of index rebuild via the ImportRagFiles and UpdateRagCorpus API.
KNN
KNN(mapping=None, *, ignore_unknown_fields=False, **kwargs)Config for KNN search.
Methods
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