Future AGI provides a wide range of evaluation templates to choose from where you can setup your own evaluations. You can learn more about the evaluation here.

1. Install the SDK

pip install futureagi

2. Setup the API Key

export FI_API_KEY="your_api_key"
export FI_SECRET_KEY="your_secret_key"

3. Setup the dataset configuration and add the evaluation

from fi.datasets import Dataset

dataset = Dataset()

dataset = dataset.get_dataset_config("<your_dataset_name>")

dataset.add_evaluation(name = "evaluation_name",
                        eval_template = "eval_template_name",
                        required_keys_to_column_names= {
                            "input": "input_column_name",
                            "output": "output_column_name"
                        })