morpheus_llm.llm.services.nemo_llm_service.NeMoLLMService

class NeMoLLMService(*, api_key=None, org_id=None, base_url=None, retry_count=5)[source]

A service for interacting with NeMo LLM models, this class should be used to create a client for a specific model.

Parameters

api_keystr, optional: The API key for the LLM service, by default None. If None the API key will be read from the NGC_API_KEY environment variable. If neither are present an error will be raised., by default None
org_idstr, optional: The organization ID for the LLM service, by default None. If None the organization ID will be read from the NGC_ORG_ID environment variable. This value is only required if the account associated with the api_key is a member of multiple NGC organizations, by default None
base_urlstr, optional: The api host url, by default None. If None the url will be read from the NGC_BASE_URL environment variable. If neither are present the NeMo default will be used, by default None
retry_countint, optional: The number of times to retry a request before raising an exception, by default 5

Methods

`create`(service_type, *service_args, ...)	Returns a service for interacting with LLM models.
`get_client`(, model_name, *model_kwargs)	Returns a client for interacting with a specific model.

class APIKey(value=None, use_env=True)[source]

Attributes

class BaseURL(value=None, use_env=True)[source]

Attributes

class OrgId(value=None, use_env=True)[source]

Attributes

static create(service_type, *service_args, **service_kwargs)[source]

Returns a service for interacting with LLM models.

Parameters

service_typestr: The type of the service to create
service_argslist: Additional arguments to pass to the service.
service_kwargsdict[str, typing.Any]: Additional keyword arguments to pass to the service.

get_client(*, model_name, **model_kwargs)[source]

Returns a client for interacting with a specific model. This method is the preferred way to create a client.

Parameters

model_namestr: The name of the model to create a client for.
model_kwargsdict[str, typing.Any]: Additional keyword arguments to pass to the model when generating text.