## Create `agents.evaluation_datasets.create(EvaluationDatasetCreateParams**kwargs) -> EvaluationDatasetCreateResponse` **post** `/v2/gen-ai/evaluation_datasets` To create an evaluation dataset, send a POST request to `/v2/gen-ai/evaluation_datasets`. ### Parameters - **file\_upload\_dataset:** `APIFileUploadDataSourceParam` File to upload as data source for knowledge base. - **name:** `str` The name of the agent evaluation dataset. ### Returns - `class EvaluationDatasetCreateResponse` Output for creating an agent evaluation dataset - **evaluation\_dataset\_uuid:** `Optional[str]` Evaluation dataset uuid. ### Example ```python from do_gradientai import GradientAI client = GradientAI() evaluation_dataset = client.agents.evaluation_datasets.create() print(evaluation_dataset.evaluation_dataset_uuid) ```