Amazon Bedrock

Maven Dependency

xml

<dependency>
    <groupId>dev.langchain4j</groupId>
    <artifactId>langchain4j-bedrock</artifactId>
    <version>1.13.1</version>
</dependency>

AWS credentials

In order to use Amazon Bedrock embeddings, you need to configure AWS credentials. One of the options is to set the AWS_ACCESS_KEY_ID and AWS_SECRET_ACCESS_KEY environment variables. More information can be found here.

Cohere Models

BedrockCohereEmbeddingModel

Cohere Embedding Models

Support is provided for Bedrock Cohere embedding models, enabling the use of the following versions:

cohere.embed-english-v3
cohere.embed-multilingual-v3

These models are ideal for generating high-quality text embeddings for English and multilingual text processing tasks.

Implementation Example

Below is an example of how to configure and use a Bedrock embedding model:

BedrockCohereEmbeddingModel embeddingModel = BedrockCohereEmbeddingModel
        .builder()
        .region(Region.US_EAST_1)
        .model("cohere.embed-multilingual-v3")
        .inputType(BedrockCohereEmbeddingModel.InputType.SEARCH_QUERY)
        .truncation(BedrockCohereEmbeddingModel.Truncate.NONE)
        .build();

APIs

BedrockTitanEmbeddingModel
BedrockCohereEmbeddingModel

Examples

BedrockEmbeddingIT