ContentHandlerBase#

class langchain_aws.llms.sagemaker_endpoint.ContentHandlerBase[source]#

A handler class to transform input from LLM to a format that SageMaker endpoint expects.

Similarly, the class handles transforming output from the SageMaker endpoint to a format that LLM class expects.

Attributes

accepts

The MIME type of the response data returned from endpoint

content_type

The MIME type of the input data passed to endpoint

Methods

transform_input(prompt, model_kwargs)

Transforms the input to a format that model can accept as the request Body.

transform_output(output)

Transforms the output from the model to string that the LLM class expects.
abstract transform_input(prompt: INPUT_TYPE, model_kwargs: Dict) → bytes[source]#

Transforms the input to a format that model can accept as the request Body. Should return bytes or seekable file like object in the format specified in the content_type request header.

Parameters:

  • prompt (INPUT_TYPE)

  • model_kwargs (Dict)

Return type:

bytes

abstract transform_output(output: bytes) → OUTPUT_TYPE[source]#

Transforms the output from the model to string that the LLM class expects.

Parameters:

output (bytes)

Return type:

OUTPUT_TYPE

Examples using ContentHandlerBase