Bedrock Embeddings

%pip install boto3

from langchain.embeddings import BedrockEmbeddings

embeddings = BedrockEmbeddings(credentials_profile_name="bedrock-admin")

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

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