Bedrock Embeddings

%pip install boto3

from langchain.embeddings import BedrockEmbeddings

embeddings = BedrockEmbeddings(
    credentials_profile_name="bedrock-admin", endpoint_url="custom_endpoint_url"
)

API Reference:

• BedrockEmbeddings from langchain.embeddings

embeddings.embed_query("This is a content of the document")

embeddings.embed_documents(["This is a content of the document"])