Package com.redis.vl.utils.vectorize

Class VectorizerBuilder.HuggingFaceVectorizerBuilder

java.lang.Object

com.redis.vl.utils.vectorize.VectorizerBuilder.AbstractVectorizerBuilder<VectorizerBuilder.HuggingFaceVectorizerBuilder>

com.redis.vl.utils.vectorize.VectorizerBuilder.HuggingFaceVectorizerBuilder

Enclosing class:

VectorizerBuilder

public static class VectorizerBuilder.HuggingFaceVectorizerBuilder
extends VectorizerBuilder.AbstractVectorizerBuilder<VectorizerBuilder.HuggingFaceVectorizerBuilder>

Builder for HuggingFace embedding vectorizers.

Field Summary

Fields inherited from class com.redis.vl.utils.vectorize.VectorizerBuilder.AbstractVectorizerBuilder

cache, dimensions, dtype, modelName

Method Summary

Modifier and Type	Method	Description
BaseVectorizer	build()	Build the vectorizer.
VectorizerBuilder.HuggingFaceVectorizerBuilder	model(String model)	Set the HuggingFace model to use.

Methods inherited from class com.redis.vl.utils.vectorize.VectorizerBuilder.AbstractVectorizerBuilder

withCache, withDataType, withDimensions

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Method Details

model

public VectorizerBuilder.HuggingFaceVectorizerBuilder model(String model)

Set the HuggingFace model to use.

Parameters:

model - Model ID (e.g., "sentence-transformers/all-mpnet-base-v2")

Returns:

This builder

build

public BaseVectorizer build()

Description copied from class: VectorizerBuilder.AbstractVectorizerBuilder

Build the vectorizer.

Specified by:

build in class VectorizerBuilder.AbstractVectorizerBuilder<VectorizerBuilder.HuggingFaceVectorizerBuilder>

Returns:

The configured vectorizer