agents.clients.generic

Module Contents

Classes

GenericHTTPClient

A generic client for interacting with OpenAI-compatible APIs, including vLLM, ms-swift, lmdeploy, Google Gemini etc. This client works with LLM multimodal LLM models and supports both standard and streaming responses. It is designed to be compatible with any API that follows the OpenAI standard.

API

class agents.clients.generic.GenericHTTPClient(model: Union[agents.models.Model, Dict], host: str = '127.0.0.1', port: Optional[int] = 8000, inference_timeout: int = 30, api_key: Optional[str] = None, logging_level: str = 'info', **kwargs)

Bases: agents.clients.model_base.ModelClient

A generic client for interacting with OpenAI-compatible APIs, including vLLM, ms-swift, lmdeploy, Google Gemini etc. This client works with LLM multimodal LLM models and supports both standard and streaming responses. It is designed to be compatible with any API that follows the OpenAI standard.

property supports_tool_calls: bool

Generic HTTP client (OpenAI compatible) supports tool calling.

Return type:

bool

serialize() → Dict

Get client json

Return type:

Dict

check_connection() → None

initialize.

Return type:

None

initialize() → None

initialize.

Return type:

None

inference(inference_input: Dict[str, Any]) → Optional[MutableMapping]

inference.

Parameters:

inference_input (dict[str, Any])

Return type:

dict | None

deinitialize()

deinitialize.