agents.clients.roboml

agents.clients.roboml#

Module Contents#

Classes#

RoboMLHTTPClient

An HTTP client for interaction with ML models served on RoboML

RoboMLRESPClient

A Redis Serialization Protocol (RESP) based client for interaction with ML models served on RoboML

RoboMLWSClient

An websocket client for interaction with ML models served on RoboML

API#

class agents.clients.roboml.RoboMLHTTPClient(model: Union[agents.models.Model, Dict], host: str = '127.0.0.1', port: int = 8000, inference_timeout: int = 30, init_on_activation: bool = True, logging_level: str = 'info', **kwargs)#

Bases: agents.clients.model_base.ModelClient

An HTTP client for interaction with ML models served on RoboML

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[Dict]#

inference.

Parameters:

inference_input (dict[str, Any])

Return type:

dict | None

deinitialize()#

deinitialize.

class agents.clients.roboml.RoboMLRESPClient(model: Union[agents.models.Model, Dict], host: str = '127.0.0.1', port: int = 6379, inference_timeout: int = 30, init_on_activation: bool = True, logging_level: str = 'info', **kwargs)#

Bases: agents.clients.model_base.ModelClient

A Redis Serialization Protocol (RESP) based client for interaction with ML models served on RoboML

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[Dict]#

inference.

Parameters:

inference_input (dict[str, Any])

Return type:

dict | None

deinitialize()#

deinitialize.

class agents.clients.roboml.RoboMLWSClient(model: Union[agents.models.Model, Dict], host: str = '127.0.0.1', port: int = 8000, inference_timeout: int = 30, init_on_activation: bool = True, logging_level: str = 'info', **kwargs)#

Bases: agents.clients.roboml.RoboMLHTTPClient

An websocket client for interaction with ML models served on RoboML

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[Dict]#

inference.

Parameters:

inference_input (dict[str, Any])

Return type:

dict | None

deinitialize()#

deinitialize.

Contents