Package org.springframework.ai.autoconfigure.vertexai.embedding

Class VertexAiEmbeddingAutoConfiguration

java.lang.Object

org.springframework.ai.autoconfigure.vertexai.embedding.VertexAiEmbeddingAutoConfiguration

@AutoConfiguration(after=SpringAiRetryAutoConfiguration.class)
@ConditionalOnClass({com.google.cloud.vertexai.VertexAI.class,VertexAiTextEmbeddingModel.class})
@EnableConfigurationProperties({VertexAiEmbeddingConnectionProperties.class,VertexAiTextEmbeddingProperties.class,VertexAiMultimodalEmbeddingProperties.class})
@ImportAutoConfiguration(classes=SpringAiRetryAutoConfiguration.class)
public class VertexAiEmbeddingAutoConfiguration
extends Object

Auto-configuration for Vertex AI Gemini Chat.

Since:

1.0.0

Author:

Christian Tzolov, Mark Pollack

Constructor Summary

Constructors

Constructor	Description
VertexAiEmbeddingAutoConfiguration()

Method Summary

Modifier and Type	Method	Description
VertexAiEmbeddingConnectionDetails	connectionDetails(VertexAiEmbeddingConnectionProperties connectionProperties)
VertexAiMultimodalEmbeddingModel	multimodalEmbedding(VertexAiEmbeddingConnectionDetails connectionDetails, VertexAiMultimodalEmbeddingProperties multimodalEmbeddingProperties)
VertexAiTextEmbeddingModel	textEmbedding(VertexAiEmbeddingConnectionDetails connectionDetails, VertexAiTextEmbeddingProperties textEmbeddingProperties, org.springframework.retry.support.RetryTemplate retryTemplate, org.springframework.beans.factory.ObjectProvider<io.micrometer.observation.ObservationRegistry> observationRegistry, org.springframework.beans.factory.ObjectProvider<EmbeddingModelObservationConvention> observationConvention)

Methods inherited from class java.lang.Object

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

Constructor Details

VertexAiEmbeddingAutoConfiguration

public VertexAiEmbeddingAutoConfiguration()

Method Details

connectionDetails

@Bean
@ConditionalOnMissingBean
public VertexAiEmbeddingConnectionDetails connectionDetails(VertexAiEmbeddingConnectionProperties connectionProperties)

textEmbedding

@Bean
@ConditionalOnMissingBean
@ConditionalOnProperty(prefix="spring.ai.vertex.ai.embedding.text",
                       name="enabled",
                       havingValue="true",
                       matchIfMissing=true)
public VertexAiTextEmbeddingModel textEmbedding(VertexAiEmbeddingConnectionDetails connectionDetails,
 VertexAiTextEmbeddingProperties textEmbeddingProperties,
 org.springframework.retry.support.RetryTemplate retryTemplate,
 org.springframework.beans.factory.ObjectProvider<io.micrometer.observation.ObservationRegistry> observationRegistry,
 org.springframework.beans.factory.ObjectProvider<EmbeddingModelObservationConvention> observationConvention)

multimodalEmbedding

@Bean
@ConditionalOnMissingBean
@ConditionalOnProperty(prefix="spring.ai.vertex.ai.embedding.multimodal",
                       name="enabled",
                       havingValue="true",
                       matchIfMissing=true)
public VertexAiMultimodalEmbeddingModel multimodalEmbedding(VertexAiEmbeddingConnectionDetails connectionDetails,
 VertexAiMultimodalEmbeddingProperties multimodalEmbeddingProperties)
                                                     throws IOException

Throws:

IOException