morpheus.llm.services.nemo_llm_service.NeMoLLMClient

Bases: morpheus.llm.services.llm_service.LLMClient

Client for interacting with a specific model in Nemo. This class should be constructed with the NeMoLLMService.get_client method.

Parameters

parent

The parent service for this client.

model_name

The name of the model to interact with.

model_kwargs

Additional keyword arguments to pass to the model when generating text.

Methods

generate(**input_dict)[source]

Issue a request to generate a response based on a given prompt.

Parameters

input_dict

Input containing prompt data.

async generate_async(**input_dict)[source]

Issue an asynchronous request to generate a response based on a given prompt.

Parameters

input_dict

Input containing prompt data.

generate_batch(inputs: dict[str, list], return_exceptions: Literal[True] = True) → list[str | BaseException][source]

generate_batch(inputs: dict[str, list], return_exceptions: Literal[False] = False) → list[str]

Issue a request to generate a list of responses based on a list of prompts.

Parameters

inputs

Inputs containing prompt data.

return_exceptions

Whether to return exceptions in the output list or raise them immediately.

async generate_batch_async(inputs: dict[str, list], return_exceptions: Literal[True] = True) → list[str | BaseException][source]

async generate_batch_async(inputs: dict[str, list], return_exceptions: Literal[False] = False) → list[str]

Issue an asynchronous request to generate a list of responses based on a list of prompts.

Parameters

inputs

Inputs containing prompt data.

return_exceptions

Whether to return exceptions in the output list or raise them immediately.

get_input_names()[source]

Returns the names of the inputs to the model.