Package org.springframework.ai.qianfan

Class QianFanEmbeddingModel

java.lang.Object
org.springframework.ai.embedding.AbstractEmbeddingModel
org.springframework.ai.qianfan.QianFanEmbeddingModel
All Implemented Interfaces:
EmbeddingModel, Model<EmbeddingRequest,EmbeddingResponse>
public class QianFanEmbeddingModel extends AbstractEmbeddingModel
QianFan Embedding Client implementation.
Since:
1.0
Author:
Geng Rong, Thomas Vitale

  • Constructor Details

    • QianFanEmbeddingModel

      public QianFanEmbeddingModel(QianFanApi qianFanApi)
      Constructor for the QianFanEmbeddingModel class.
      Parameters:
      qianFanApi - The QianFanApi instance to use for making API requests.

    • QianFanEmbeddingModel

      public QianFanEmbeddingModel(QianFanApi qianFanApi, MetadataMode metadataMode)
      Initializes a new instance of the QianFanEmbeddingModel class.
      Parameters:
      qianFanApi - The QianFanApi instance to use for making API requests.
      metadataMode - The mode for generating metadata.

    • QianFanEmbeddingModel

      public QianFanEmbeddingModel(QianFanApi qianFanApi, MetadataMode metadataMode, QianFanEmbeddingOptions qianFanEmbeddingOptions)
      Initializes a new instance of the QianFanEmbeddingModel class.
      Parameters:
      qianFanApi - The QianFanApi instance to use for making API requests.
      metadataMode - The mode for generating metadata.
      qianFanEmbeddingOptions - The options for QianFan embedding.

    • QianFanEmbeddingModel

      public QianFanEmbeddingModel(QianFanApi qianFanApi, MetadataMode metadataMode, QianFanEmbeddingOptions qianFanEmbeddingOptions, org.springframework.retry.support.RetryTemplate retryTemplate)
      Initializes a new instance of the QianFanEmbeddingModel class.
      Parameters:
      qianFanApi - The QianFanApi instance to use for making API requests.
      metadataMode - The mode for generating metadata.
      qianFanEmbeddingOptions - The options for QianFan embedding.
      retryTemplate - - The RetryTemplate for retrying failed API requests.

    • QianFanEmbeddingModel

      public QianFanEmbeddingModel(QianFanApi qianFanApi, MetadataMode metadataMode, QianFanEmbeddingOptions options, org.springframework.retry.support.RetryTemplate retryTemplate, io.micrometer.observation.ObservationRegistry observationRegistry)
      Initializes a new instance of the QianFanEmbeddingModel class.
      Parameters:
      qianFanApi - - The QianFanApi instance to use for making API requests.
      metadataMode - - The mode for generating metadata.
      options - - The options for QianFan embedding.
      retryTemplate - - The RetryTemplate for retrying failed API requests.
      observationRegistry - - The ObservationRegistry used for instrumentation.

  • Method Details

    • embed

      public float[] embed(Document document)
      Description copied from interface: EmbeddingModel
      Embeds the given document's content into a vector.
      Parameters:
      document - the document to embed.
      Returns:
      the embedded vector.

    • call

      public EmbeddingResponse call(EmbeddingRequest request)
      Description copied from interface: Model
      Executes a method call to the AI model.
      Parameters:
      request - the request object to be sent to the AI model
      Returns:
      the response from the AI model

    • setObservationConvention

      public void setObservationConvention(EmbeddingModelObservationConvention observationConvention)