# BedrockEmbeddings

> **Class** in `langchain_community`

📖 [View in docs](https://reference.langchain.com/python/langchain-community/embeddings/bedrock/BedrockEmbeddings)

Bedrock embedding models.

To authenticate, the AWS client uses the following methods to
automatically load credentials:
https://boto3.amazonaws.com/v1/documentation/api/latest/guide/credentials.html

If a specific credential profile should be used, you must pass
the name of the profile from the ~/.aws/credentials file that is to be used.

Make sure the credentials / roles used have the required policies to
access the Bedrock service.

## Signature

```python
BedrockEmbeddings()
```

## Extends

- `BaseModel`
- `Embeddings`

## Properties

- `client`
- `region_name`
- `credentials_profile_name`
- `model_id`
- `model_kwargs`
- `endpoint_url`
- `normalize`
- `model_config`

## Methods

- [`validate_environment()`](https://reference.langchain.com/python/langchain-community/embeddings/bedrock/BedrockEmbeddings/validate_environment)
- [`embed_documents()`](https://reference.langchain.com/python/langchain-community/embeddings/bedrock/BedrockEmbeddings/embed_documents)
- [`embed_query()`](https://reference.langchain.com/python/langchain-community/embeddings/bedrock/BedrockEmbeddings/embed_query)
- [`aembed_query()`](https://reference.langchain.com/python/langchain-community/embeddings/bedrock/BedrockEmbeddings/aembed_query)
- [`aembed_documents()`](https://reference.langchain.com/python/langchain-community/embeddings/bedrock/BedrockEmbeddings/aembed_documents)

## ⚠️ Deprecated

Deprecated since version 0.2.11.

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[View source on GitHub](https://github.com/langchain-ai/langchain-community/blob/a6a6079511ac8a5c1293337f88096b8641562e77/libs/community/langchain_community/embeddings/bedrock.py#L14)