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Class RagVectorDbConfig.RagManagedDb.ANN.Builder (3.84.0)

public static final class RagVectorDbConfig.RagManagedDb.ANN.Builder extends GeneratedMessage.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

Inheritance

java.lang.Object > AbstractMessageLite.Builder<MessageType,BuilderType> > AbstractMessage.Builder<BuilderType> > GeneratedMessage.Builder > RagVectorDbConfig.RagManagedDb.ANN.Builder

Implements

RagVectorDbConfig.RagManagedDb.ANNOrBuilder

Inherited Members

AbstractMessage.Builder.findInitializationErrors()

AbstractMessage.Builder.getInitializationErrorString()

AbstractMessage.Builder.internalMergeFrom(AbstractMessageLite)

AbstractMessage.Builder.mergeFrom(byte[])

AbstractMessage.Builder.mergeFrom(byte[],ExtensionRegistryLite)

AbstractMessage.Builder.mergeFrom(byte[],int,int)

AbstractMessage.Builder.mergeFrom(byte[],int,int,ExtensionRegistryLite)

AbstractMessage.Builder.mergeFrom(ByteString)

AbstractMessage.Builder.mergeFrom(ByteString,ExtensionRegistryLite)

AbstractMessage.Builder.mergeFrom(CodedInputStream)

AbstractMessage.Builder.mergeFrom(CodedInputStream,ExtensionRegistryLite)

AbstractMessage.Builder.mergeFrom(Message)

AbstractMessage.Builder.mergeFrom(InputStream)

AbstractMessage.Builder.mergeFrom(InputStream,ExtensionRegistryLite)

AbstractMessage.Builder.newUninitializedMessageException(Message)

AbstractMessage.Builder.toString()

AbstractMessageLite.Builder.<T>addAll(Iterable<T>,Collection<? super T>)

AbstractMessageLite.Builder.<T>addAll(Iterable<T>,List<? super T>)

AbstractMessageLite.Builder.internalMergeFrom(MessageType)

AbstractMessageLite.Builder.mergeDelimitedFrom(InputStream)

AbstractMessageLite.Builder.mergeDelimitedFrom(InputStream,ExtensionRegistryLite)

AbstractMessageLite.Builder.mergeFrom(MessageLite)

AbstractMessageLite.Builder.newUninitializedMessageException(MessageLite)

GeneratedMessage.Builder.addRepeatedField(Descriptors.FieldDescriptor,Object)

GeneratedMessage.Builder.clear()

GeneratedMessage.Builder.clearField(Descriptors.FieldDescriptor)

GeneratedMessage.Builder.clearOneof(Descriptors.OneofDescriptor)

GeneratedMessage.Builder.clone()

GeneratedMessage.Builder.getAllFields()

GeneratedMessage.Builder.getDescriptorForType()

GeneratedMessage.Builder.getField(Descriptors.FieldDescriptor)

GeneratedMessage.Builder.getFieldBuilder(Descriptors.FieldDescriptor)

GeneratedMessage.Builder.getOneofFieldDescriptor(Descriptors.OneofDescriptor)

GeneratedMessage.Builder.getParentForChildren()

GeneratedMessage.Builder.getRepeatedField(Descriptors.FieldDescriptor,int)

GeneratedMessage.Builder.getRepeatedFieldBuilder(Descriptors.FieldDescriptor,int)

GeneratedMessage.Builder.getRepeatedFieldCount(Descriptors.FieldDescriptor)

com.google.protobuf.GeneratedMessage.Builder.getUnknownFieldSetBuilder()

GeneratedMessage.Builder.getUnknownFields()

GeneratedMessage.Builder.hasField(Descriptors.FieldDescriptor)

GeneratedMessage.Builder.hasOneof(Descriptors.OneofDescriptor)

GeneratedMessage.Builder.internalGetFieldAccessorTable()

GeneratedMessage.Builder.internalGetMapField(int)

com.google.protobuf.GeneratedMessage.Builder.internalGetMapFieldReflection(int)

GeneratedMessage.Builder.internalGetMutableMapField(int)

com.google.protobuf.GeneratedMessage.Builder.internalGetMutableMapFieldReflection(int)

GeneratedMessage.Builder.isClean()

GeneratedMessage.Builder.isInitialized()

GeneratedMessage.Builder.markClean()

GeneratedMessage.Builder.mergeUnknownFields(UnknownFieldSet)

com.google.protobuf.GeneratedMessage.Builder.mergeUnknownLengthDelimitedField(int,com.google.protobuf.ByteString)

com.google.protobuf.GeneratedMessage.Builder.mergeUnknownVarintField(int,int)

GeneratedMessage.Builder.newBuilderForField(Descriptors.FieldDescriptor)

GeneratedMessage.Builder.onBuilt()

GeneratedMessage.Builder.onChanged()

com.google.protobuf.GeneratedMessage.Builder.parseUnknownField(com.google.protobuf.CodedInputStream,com.google.protobuf.ExtensionRegistryLite,int)

GeneratedMessage.Builder.setField(Descriptors.FieldDescriptor,Object)

GeneratedMessage.Builder.setRepeatedField(Descriptors.FieldDescriptor,int,Object)

com.google.protobuf.GeneratedMessage.Builder.setUnknownFieldSetBuilder(com.google.protobuf.UnknownFieldSet.Builder)

GeneratedMessage.Builder.setUnknownFields(UnknownFieldSet)

com.google.protobuf.GeneratedMessage.Builder.setUnknownFieldsProto3(com.google.protobuf.UnknownFieldSet)

Object.equals(Object)

Object.finalize()

Object.getClass()

Object.hashCode()

Object.notify()

Object.notifyAll()

Object.wait()

Object.wait(long)

Object.wait(long,int)

Static Methods

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()

Returns
Type	Description
`Descriptor`

Methods

build()

public RagVectorDbConfig.RagManagedDb.ANN build()

Returns
Type	Description
`RagVectorDbConfig.RagManagedDb.ANN`

buildPartial()

public RagVectorDbConfig.RagManagedDb.ANN buildPartial()

Returns
Type	Description
`RagVectorDbConfig.RagManagedDb.ANN`

clear()

public RagVectorDbConfig.RagManagedDb.ANN.Builder clear()

Returns
Type	Description
`RagVectorDbConfig.RagManagedDb.ANN.Builder`

Overrides

GeneratedMessage.Builder<BuilderType>.clear()

clearLeafCount()

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;

Returns
Type	Description
`RagVectorDbConfig.RagManagedDb.ANN.Builder`	This builder for chaining.

clearTreeDepth()

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;

Returns
Type	Description
`RagVectorDbConfig.RagManagedDb.ANN.Builder`	This builder for chaining.

getDefaultInstanceForType()

public RagVectorDbConfig.RagManagedDb.ANN getDefaultInstanceForType()

Returns
Type	Description
`RagVectorDbConfig.RagManagedDb.ANN`

getDescriptorForType()

public Descriptors.Descriptor getDescriptorForType()

Returns
Type	Description
`Descriptor`

Overrides

GeneratedMessage.Builder<BuilderType>.getDescriptorForType()

getLeafCount()

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.

getTreeDepth()

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.

internalGetFieldAccessorTable()

protected GeneratedMessage.FieldAccessorTable internalGetFieldAccessorTable()

Returns
Type	Description
`FieldAccessorTable`

Overrides

GeneratedMessage.Builder<BuilderType>.internalGetFieldAccessorTable()

isInitialized()

public final boolean isInitialized()

Returns
Type	Description
`boolean`

Overrides

GeneratedMessage.Builder<BuilderType>.isInitialized()

mergeFrom(RagVectorDbConfig.RagManagedDb.ANN other)

public RagVectorDbConfig.RagManagedDb.ANN.Builder mergeFrom(RagVectorDbConfig.RagManagedDb.ANN other)

Parameter
Name	Description
`other`	`RagVectorDbConfig.RagManagedDb.ANN`

Returns
Type	Description
`RagVectorDbConfig.RagManagedDb.ANN.Builder`

mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public RagVectorDbConfig.RagManagedDb.ANN.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
`input`	`CodedInputStream`
`extensionRegistry`	`ExtensionRegistryLite`

Returns
Type	Description
`RagVectorDbConfig.RagManagedDb.ANN.Builder`

Overrides

AbstractMessage.Builder<BuilderType>.mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Exceptions
Type	Description
`IOException`

mergeFrom(Message other)

public RagVectorDbConfig.RagManagedDb.ANN.Builder mergeFrom(Message other)

Parameter
Name	Description
`other`	`Message`

Returns
Type	Description
`RagVectorDbConfig.RagManagedDb.ANN.Builder`

Overrides

AbstractMessage.Builder<BuilderType>.mergeFrom(Message other)

setLeafCount(int value)

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.

Returns
Type	Description
`RagVectorDbConfig.RagManagedDb.ANN.Builder`	This builder for chaining.

setTreeDepth(int value)

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.

Returns
Type	Description
`RagVectorDbConfig.RagManagedDb.ANN.Builder`	This builder for chaining.