Package org.springframework.ai.ollama

Class OllamaEmbeddingModel

java.lang.Object

org.springframework.ai.embedding.AbstractEmbeddingModel

org.springframework.ai.ollama.OllamaEmbeddingModel

All Implemented Interfaces:

EmbeddingModel, Model<EmbeddingRequest,EmbeddingResponse>

public class OllamaEmbeddingModel
extends AbstractEmbeddingModel

EmbeddingModel implementation for Ollama. Ollama allows developers to run large language models and generate embeddings locally. It supports open-source models available on [Ollama AI Library](...) and on Hugging Face. Please refer to the official Ollama website for the most up-to-date information on available models.

Since:

0.8.0

Author:

Christian Tzolov, Thomas Vitale, Ilayaperumal Gopinathan

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static final class	OllamaEmbeddingModel.Builder
static class	OllamaEmbeddingModel.DurationParser

Field Summary

Fields inherited from class org.springframework.ai.embedding.AbstractEmbeddingModel

embeddingDimensions

Constructor Summary

Constructors

Constructor	Description
OllamaEmbeddingModel(OllamaApi ollamaApi, OllamaOptions defaultOptions, io.micrometer.observation.ObservationRegistry observationRegistry, ModelManagementOptions modelManagementOptions)

Method Summary

Modifier and Type	Method	Description
static OllamaEmbeddingModel.Builder	builder()
EmbeddingResponse	call(EmbeddingRequest request)
float[]	embed(Document document)
void	setObservationConvention(EmbeddingModelObservationConvention observationConvention)	Use the provided convention for reporting observation data

Methods inherited from class org.springframework.ai.embedding.AbstractEmbeddingModel

dimensions, dimensions

Methods inherited from class java.lang.Object

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

Methods inherited from interface org.springframework.ai.embedding.EmbeddingModel

embed, embed, embed, embedForResponse

Constructor Details

OllamaEmbeddingModel

public OllamaEmbeddingModel(OllamaApi ollamaApi,
 OllamaOptions defaultOptions,
 io.micrometer.observation.ObservationRegistry observationRegistry,
 ModelManagementOptions modelManagementOptions)

Method Details

builder

public static OllamaEmbeddingModel.Builder builder()

embed

public float[] embed(Document document)

call

public EmbeddingResponse call(EmbeddingRequest request)

setObservationConvention

public void setObservationConvention(EmbeddingModelObservationConvention observationConvention)

Use the provided convention for reporting observation data

Parameters:

observationConvention - The provided convention