Module org.nasdanika.ai

Package org.nasdanika.ai

Interface Embeddings

All Superinterfaces:

Coordinates, Model

All Known Implementing Classes:

CharChunkingEmbeddings, ChunkingEmbeddings, EncodingChunkingEmbeddings

public interface Embeddings
extends Model

Embeddings "business" interface focusing on ease of use and leaving token usage reporting to implementations.

Nested Class Summary

Nested Classes

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

Method Summary

Modifier and Type	Method	Description
default List<List<Float>>	generate(String input)	Generates embeddings for a single string
default Map<String,List<List<Float>>>	generate(List<String> input)	Batch generation
reactor.core.publisher.Mono<List<List<Float>>>	generateAsync(String input)	Asynchronously generates embeddings for a single string
default reactor.core.publisher.Mono<Map<String,List<List<Float>>>>	generateAsync(List<String> input)	Asynchronous batch generation
int	getDimensions()
boolean	isTooLong(String input)

Methods inherited from interface org.nasdanika.ai.Coordinates

getName, getProvider, getVersion

Methods inherited from interface org.nasdanika.ai.Model

getMaxInputTokens

Method Details

isTooLong

boolean isTooLong(String input)

Parameters:

input -

Returns:

true if the input is too long for a given model

getDimensions

int getDimensions()

Returns:

number of dimentions

generate

default List<List<Float>> generate(String input)

Generates embeddings for a single string

Parameters:

model -

input -

Returns:

generateAsync

reactor.core.publisher.Mono<List<List<Float>>> generateAsync(String input)

Asynchronously generates embeddings for a single string

Parameters:

model -

input -

Returns:

generate

default Map<String,List<List<Float>>> generate(List<String> input)

Batch generation

Parameters:

input - a list of input strings

Returns:

generateAsync

default reactor.core.publisher.Mono<Map<String,List<List<Float>>>> generateAsync(List<String> input)

Asynchronous batch generation

Parameters:

input - a list of input strings

Returns: