Class RagVectorDbConfig.RagManagedDb.ANN.Builder (3.77.0)
public static final class RagVectorDbConfig.RagManagedDb.ANN.Builder extends GeneratedMessageV3.Builder<RagVectorDbConfig.RagManagedDb.ANN.Builder> implements RagVectorDbConfig.RagManagedDb.ANNOrBuilder
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.
Protobuf type google.cloud.aiplatform.v1.RagVectorDbConfig.RagManagedDb.ANN
Inherited Members
com.google.protobuf.GeneratedMessageV3.Builder.getUnknownFieldSetBuilder()
com.google.protobuf.GeneratedMessageV3.Builder.internalGetMapFieldReflection(int)
com.google.protobuf.GeneratedMessageV3.Builder.internalGetMutableMapFieldReflection(int)
com.google.protobuf.GeneratedMessageV3.Builder.mergeUnknownLengthDelimitedField(int,com.google.protobuf.ByteString)
com.google.protobuf.GeneratedMessageV3.Builder.mergeUnknownVarintField(int,int)
com.google.protobuf.GeneratedMessageV3.Builder.parseUnknownField(com.google.protobuf.CodedInputStream,com.google.protobuf.ExtensionRegistryLite,int)
com.google.protobuf.GeneratedMessageV3.Builder.setUnknownFieldSetBuilder(com.google.protobuf.UnknownFieldSet.Builder)
Static Methods
public static final Descriptors.Descriptor getDescriptor()
Methods
public RagVectorDbConfig.RagManagedDb.ANN.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)
Overrides
public RagVectorDbConfig.RagManagedDb.ANN build()
public RagVectorDbConfig.RagManagedDb.ANN buildPartial()
public RagVectorDbConfig.RagManagedDb.ANN.Builder clear()
Overrides
public RagVectorDbConfig.RagManagedDb.ANN.Builder clearField(Descriptors.FieldDescriptor field)
Overrides
public RagVectorDbConfig.RagManagedDb.ANN.Builder clearLeafCount()
Number of leaf nodes in the tree-based structure. Each leaf node
contains groups of closely related vectors along with their
corresponding centroid.
Recommended value is 10 * sqrt(num of RagFiles in your RagCorpus).
Default value is 500.
int32 leaf_count = 2;
public RagVectorDbConfig.RagManagedDb.ANN.Builder clearOneof(Descriptors.OneofDescriptor oneof)
Overrides
public RagVectorDbConfig.RagManagedDb.ANN.Builder clearTreeDepth()
The depth of the tree-based structure. Only depth values of 2 and 3 are
supported.
Recommended value is 2 if you have if you have O(10K) files in the
RagCorpus and set this to 3 if more than that.
Default value is 2.
int32 tree_depth = 1;
public RagVectorDbConfig.RagManagedDb.ANN.Builder clone()
Overrides
public RagVectorDbConfig.RagManagedDb.ANN getDefaultInstanceForType()
public Descriptors.Descriptor getDescriptorForType()
Overrides
public int getLeafCount()
Number of leaf nodes in the tree-based structure. Each leaf node
contains groups of closely related vectors along with their
corresponding centroid.
Recommended value is 10 * sqrt(num of RagFiles in your RagCorpus).
Default value is 500.
int32 leaf_count = 2;
| Returns |
| Type |
Description |
int |
The leafCount.
|
public int getTreeDepth()
The depth of the tree-based structure. Only depth values of 2 and 3 are
supported.
Recommended value is 2 if you have if you have O(10K) files in the
RagCorpus and set this to 3 if more than that.
Default value is 2.
int32 tree_depth = 1;
| Returns |
| Type |
Description |
int |
The treeDepth.
|
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Overrides
public final boolean isInitialized()
Overrides
public RagVectorDbConfig.RagManagedDb.ANN.Builder mergeFrom(RagVectorDbConfig.RagManagedDb.ANN other)
public RagVectorDbConfig.RagManagedDb.ANN.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Overrides
public RagVectorDbConfig.RagManagedDb.ANN.Builder mergeFrom(Message other)
| Parameter |
| Name |
Description |
other |
Message
|
Overrides
public final RagVectorDbConfig.RagManagedDb.ANN.Builder mergeUnknownFields(UnknownFieldSet unknownFields)
Overrides
public RagVectorDbConfig.RagManagedDb.ANN.Builder setField(Descriptors.FieldDescriptor field, Object value)
Overrides
public RagVectorDbConfig.RagManagedDb.ANN.Builder setLeafCount(int value)
Number of leaf nodes in the tree-based structure. Each leaf node
contains groups of closely related vectors along with their
corresponding centroid.
Recommended value is 10 * sqrt(num of RagFiles in your RagCorpus).
Default value is 500.
int32 leaf_count = 2;
| Parameter |
| Name |
Description |
value |
int
The leafCount to set.
|
public RagVectorDbConfig.RagManagedDb.ANN.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
Overrides
public RagVectorDbConfig.RagManagedDb.ANN.Builder setTreeDepth(int value)
The depth of the tree-based structure. Only depth values of 2 and 3 are
supported.
Recommended value is 2 if you have if you have O(10K) files in the
RagCorpus and set this to 3 if more than that.
Default value is 2.
int32 tree_depth = 1;
| Parameter |
| Name |
Description |
value |
int
The treeDepth to set.
|
public final RagVectorDbConfig.RagManagedDb.ANN.Builder setUnknownFields(UnknownFieldSet unknownFields)
Overrides
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Last updated 2025-10-11 UTC.
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