Module org.nasdanika.ai

Package org.nasdanika.ai

Interface EmbeddingGenerator<S,E>

Type Parameters:

S -

E -

All Known Subinterfaces:

EmbeddingModel<S,E>, FloatVectorEmbeddingGenerator<S>, ImageEmbeddingGenerator<E>, ImageFloatVectorEmbeddingModel, ImageNarrator, Narrator<S>, TextEmbeddingGenerator<E>, TextFloatVectorEmbeddingModel, VectorEmbeddingGenerator<S,E>

All Known Implementing Classes:

BagOfWordsGenerator, CachingEmbeddingGenerator, CachingImageEmbeddingGenerator, CachingImageNarrator, CachingTextEmbeddingGenerator, ChatImageNarrator, MapCachingEmbeddingGenerator, TextFloatVectorCharChunkingEmbeddings, TextFloatVectorChunkingEmbeddingModel, TextFloatVectorEncodingChunkingEmbeddingModel

public interface EmbeddingGenerator<S,E>

Generates an embedding from source.

Nested Class Summary

Nested Classes

Modifier and Type	Interface	Description
static final record	EmbeddingGenerator.Requirement	EmbeddingGenerator requirement.

Method Summary

Modifier and Type	Method	Description
default <V> EmbeddingGenerator<V,E>	adapt(Function<V,reactor.core.publisher.Mono<S>> mapper)
default Map<S,E>	generate(List<S> input)	Batch generation
default E	generate(S input)
default reactor.core.publisher.Mono<Map<S,E>>	generateAsync(List<S> input)	Asynchronous batch generation
reactor.core.publisher.Mono<E>	generateAsync(S input)
default <F> EmbeddingGenerator<S,F>	then(EmbeddingGenerator<E,F> next)

Method Details

generate

default E generate(S input)

generateAsync

reactor.core.publisher.Mono<E> generateAsync(S input)

generate

default Map<S,E> generate(List<S> input)

Batch generation

generateAsync

default reactor.core.publisher.Mono<Map<S,E>> generateAsync(List<S> input)

Asynchronous batch generation

then

default <F> EmbeddingGenerator<S,F> then(EmbeddingGenerator<E,F> next)

adapt

default <V> EmbeddingGenerator<V,E> adapt(Function<V,reactor.core.publisher.Mono<S>> mapper)