BedrockEmbeddings 集成

pip install -qU  boto3

from langchain_aws import BedrockEmbeddings

embeddings = BedrockEmbeddings(
    credentials_profile_name="bedrock-admin", region_name="us-east-1"
)

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

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

# 异步嵌入查询
await embeddings.aembed_query("This is a content of the document")

# 异步嵌入文档
await embeddings.aembed_documents(
    ["This is a content of the document", "This is another document"]
)