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MaximBedrockClient

class MaximBedrockClient()
Maxim Bedrock client wrapper. This class provides a wrapper around the Bedrock client to integrate with Maxim’s logging and monitoring capabilities. It allows tracking and logging of Bedrock API interactions through the Maxim platform.

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__init__

def __init__(logger: Logger, client: BaseClient)
Initialize the Maxim Bedrock client. Arguments:
NameTypeDescription
loggerLoggerThe Maxim logger instance for tracking interactions.
clientBaseClientThe Bedrock client instance to wrap.

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converse_stream

def converse_stream(messages: Iterable[BedrockMessageParam],
                    system: Optional[Union[str, List[Dict[str, str]]]] = None,
                    *,
                    modelId: str,
                    max_tokens: Optional[int] = None,
                    trace_id: Optional[str] = None,
                    generation_name: Optional[str] = None,
                    inferenceConfig: Optional[Dict[str, Any]] = None,
                    toolConfig: Optional[Dict[str, Any]] = None,
                    guardrailConfig: Optional[Dict[str, Any]] = None,
                    performanceConfig: Optional[Dict[str, Any]] = None,
                    additionalModelRequestFields: Optional[Dict[str,
                                                                Any]] = None,
                    **kwargs: Any) -> Iterator[BedrockStreamEvent]
Converse with the Bedrock client. Arguments:
NameTypeDescription
messagesIterable[BedrockMessageParam]The messages to send to the Bedrock client.
systemOptional[Union[str, List[Dict[str, str]]]]The system message to send to the Bedrock client.
modelIdstrThe model ID to use for the Bedrock client.
max_tokensOptional[int]The maximum number of tokens to generate.
trace_idOptional[str]The trace ID to use for the Bedrock client.
generation_nameOptional[str]The name of the generation to use for the Bedrock client.
inferenceConfigOptional[Dict[str, Any]]The inference configuration to use for the Bedrock client.
toolConfigOptional[Dict[str, Any]]The tool configuration to use for the Bedrock client.
guardrailConfigOptional[Dict[str, Any]]The guardrail configuration to use for the Bedrock client.
performanceConfigOptional[Dict[str, Any]]The performance configuration to use for the Bedrock client.
additionalModelRequestFieldsOptional[Dict[str, Any]]The additional model request fields to use for the Bedrock client.
Returns:
NameDescription
Iterator[BedrockStreamEvent]An iterator over the Bedrock stream events.

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converse

def converse(messages: Iterable[BedrockMessageParam],
             system: Optional[Union[str, List[Dict[str, str]]]] = None,
             *,
             modelId: str,
             max_tokens: Optional[int] = None,
             trace_id: Optional[str] = None,
             generation_name: Optional[str] = None,
             inferenceConfig: Optional[Dict[str, Any]] = None,
             toolConfig: Optional[Dict[str, Any]] = None,
             guardrailConfig: Optional[Dict[str, Any]] = None,
             performanceConfig: Optional[Dict[str, Any]] = None,
             additionalModelRequestFields: Optional[Dict[str, Any]] = None,
             **kwargs: Any) -> BedrockMessage
Converse with the Bedrock client. Arguments:
NameTypeDescription
messagesIterable[BedrockMessageParam]The messages to send to the Bedrock client.
systemOptional[Union[str, List[Dict[str, str]]]]The system message to send to the Bedrock client.
modelIdstrThe model ID to use for the Bedrock client.
max_tokensOptional[int]The maximum number of tokens to generate.
trace_idOptional[str]The trace ID to use for the Bedrock client.
generation_nameOptional[str]The name of the generation to use for the Bedrock client.
inferenceConfigOptional[Dict[str, Any]]The inference configuration to use for the Bedrock client.
toolConfigOptional[Dict[str, Any]]The tool configuration to use for the Bedrock client.
guardrailConfigOptional[Dict[str, Any]]The guardrail configuration to use for the Bedrock client.
performanceConfigOptional[Dict[str, Any]]The performance configuration to use for the Bedrock client.
additionalModelRequestFieldsOptional[Dict[str, Any]]The additional model request fields to use for the Bedrock client.
Returns:
NameDescription
BedrockMessageThe response from the Bedrock client.

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async_client

@property
def async_client() -> MaximBedrockAsyncClient
Get the async client. Returns:
NameDescription
[MaximBedrockAsyncClient](/sdk/python/references/logger/bedrock/async_client)The async client.