EmbeddingVector
public
final
class
EmbeddingVector
extends Object
implements
Parcelable
java.lang.Object | |
↳ | android.app.appsearch.EmbeddingVector |
Embeddings are vector representations of data, such as text, images, and audio, which can be generated by machine learning models and used for semantic search. This class represents an embedding vector, which wraps a float array for the values of the embedding vector and a model signature that can be any string to distinguish between embedding vectors generated by different models.
For more details on how embedding search works, check AppSearchSession.search
and
SearchSpec.Builder.setRankingStrategy(String)
.
See also:
Summary
Inherited constants |
---|
Fields | |
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public
static
final
Creator<EmbeddingVector> |
CREATOR
|
Public constructors | |
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EmbeddingVector(float[] values, String modelSignature)
Creates a new |
Public methods | |
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boolean
|
equals(Object o)
Indicates whether some other object is "equal to" this one. |
String
|
getModelSignature()
Returns the model signature of this embedding vector, which is an arbitrary string to distinguish between embedding vectors generated by different models. |
float[]
|
getValues()
Returns the values of this embedding vector. |
int
|
hashCode()
Returns a hash code value for the object. |
void
|
writeToParcel(Parcel dest, int flags)
Flatten this object in to a Parcel. |
Inherited methods | |
---|---|
Fields
Public constructors
EmbeddingVector
public EmbeddingVector (float[] values, String modelSignature)
Creates a new EmbeddingVector
.
Parameters | |
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values |
float : This value cannot be null . |
modelSignature |
String : This value cannot be null . |
Throws | |
---|---|
IllegalArgumentException |
if values is empty. |
Public methods
equals
public boolean equals (Object o)
Indicates whether some other object is "equal to" this one.
The equals
method implements an equivalence relation
on non-null object references:
- It is reflexive: for any non-null reference value
x
,x.equals(x)
should returntrue
. - It is symmetric: for any non-null reference values
x
andy
,x.equals(y)
should returntrue
if and only ify.equals(x)
returnstrue
. - It is transitive: for any non-null reference values
x
,y
, andz
, ifx.equals(y)
returnstrue
andy.equals(z)
returnstrue
, thenx.equals(z)
should returntrue
. - It is consistent: for any non-null reference values
x
andy
, multiple invocations ofx.equals(y)
consistently returntrue
or consistently returnfalse
, provided no information used inequals
comparisons on the objects is modified. - For any non-null reference value
x
,x.equals(null)
should returnfalse
.
An equivalence relation partitions the elements it operates on into equivalence classes; all the members of an equivalence class are equal to each other. Members of an equivalence class are substitutable for each other, at least for some purposes.
Parameters | |
---|---|
o |
Object : the reference object with which to compare. |
Returns | |
---|---|
boolean |
true if this object is the same as the obj
argument; false otherwise. |
getModelSignature
public String getModelSignature ()
Returns the model signature of this embedding vector, which is an arbitrary string to distinguish between embedding vectors generated by different models.
Returns | |
---|---|
String |
This value cannot be null . |
getValues
public float[] getValues ()
Returns the values of this embedding vector.
Returns | |
---|---|
float[] |
This value cannot be null . |
hashCode
public int hashCode ()
Returns a hash code value for the object. This method is
supported for the benefit of hash tables such as those provided by
HashMap
.
The general contract of hashCode
is:
- Whenever it is invoked on the same object more than once during
an execution of a Java application, the
hashCode
method must consistently return the same integer, provided no information used inequals
comparisons on the object is modified. This integer need not remain consistent from one execution of an application to another execution of the same application. - If two objects are equal according to the
equals
method, then calling thehashCode
method on each of the two objects must produce the same integer result. - It is not required that if two objects are unequal
according to the
equals
method, then calling thehashCode
method on each of the two objects must produce distinct integer results. However, the programmer should be aware that producing distinct integer results for unequal objects may improve the performance of hash tables.
Returns | |
---|---|
int |
a hash code value for this object. |
writeToParcel
public void writeToParcel (Parcel dest, int flags)
Flatten this object in to a Parcel.
Parameters | |
---|---|
dest |
Parcel : This value cannot be null . |
flags |
int : Additional flags about how the object should be written.
May be 0 or Parcelable.PARCELABLE_WRITE_RETURN_VALUE .
Value is either 0 or a combination of Parcelable.PARCELABLE_WRITE_RETURN_VALUE , and android.os.Parcelable.PARCELABLE_ELIDE_DUPLICATES |