RuntimeError: Failed to get response from Bedrock: Read timeout on endpoint URL: "https://bedrock-runtime.us-west-2.amazonaws.com/model/us.anthropic.claude-3-5-sonnet-20241022-v2%3A0/converse"

def __init__(self, **kwargs: Any):
        """
        Initialises BedrockClient for Amazon's Bedrock Converse API
        """
        self._aws_access_key = kwargs.get("aws_access_key", None)
        self._aws_secret_key = kwargs.get("aws_secret_key", None)
        self._aws_session_token = kwargs.get("aws_session_token", None)
        self._aws_region = kwargs.get("aws_region", None)
        self._aws_profile_name = kwargs.get("aws_profile_name", None)

        if not self._aws_access_key:
            self._aws_access_key = os.getenv("AWS_ACCESS_KEY_ID")

        if not self._aws_secret_key:
            self._aws_secret_key = os.getenv("AWS_SECRET_ACCESS_KEY")

        if not self._aws_session_token:
            self._aws_session_token = os.getenv("AWS_SESSION_TOKEN")

        if not self._aws_region:
            self._aws_region = os.getenv("AWS_DEFAULT_REGION")

        if self._aws_region is None:
            raise ValueError("Region is required to use the Amazon Bedrock API.")

        # Initialize Bedrock client, session, and runtime
        bedrock_config = Config(
            region_name=self._aws_region,
            signature_version="v4",
            retries={"max_attempts": self._retries, "mode": "standard"},
        )

        session = boto3.Session(
            aws_access_key_id=self._aws_access_key,
            aws_secret_access_key=self._aws_secret_key,
            aws_session_token=self._aws_session_token,
            profile_name=self._aws_profile_name,
        )

        self.bedrock_runtime = session.client(service_name="bedrock-runtime", config=bedrock_config)