# Evaluation Metrics

## List

`agents.evaluation_metrics.list()  -> EvaluationMetricListResponse`

**get** `/v2/gen-ai/evaluation_metrics`

To list all evaluation metrics, send a GET request to `/v2/gen-ai/evaluation_metrics`.

### Returns

- `class EvaluationMetricListResponse`

  - **metrics:** `Optional[List[APIEvaluationMetric]]`

    - **description:** `Optional[str]`

    - **inverted:** `Optional[bool]`

      If true, the metric is inverted, meaning that a lower value is better.

    - **metric\_name:** `Optional[str]`

    - **metric\_type:** `Optional[Literal["METRIC_TYPE_UNSPECIFIED", "METRIC_TYPE_GENERAL_QUALITY", "METRIC_TYPE_RAG_AND_TOOL"]]`

      - `"METRIC_TYPE_UNSPECIFIED"`

      - `"METRIC_TYPE_GENERAL_QUALITY"`

      - `"METRIC_TYPE_RAG_AND_TOOL"`

    - **metric\_uuid:** `Optional[str]`

    - **metric\_value\_type:** `Optional[Literal["METRIC_VALUE_TYPE_UNSPECIFIED", "METRIC_VALUE_TYPE_NUMBER", "METRIC_VALUE_TYPE_STRING", "METRIC_VALUE_TYPE_PERCENTAGE"]]`

      - `"METRIC_VALUE_TYPE_UNSPECIFIED"`

      - `"METRIC_VALUE_TYPE_NUMBER"`

      - `"METRIC_VALUE_TYPE_STRING"`

      - `"METRIC_VALUE_TYPE_PERCENTAGE"`

    - **range\_max:** `Optional[float]`

      The maximum value for the metric.

    - **range\_min:** `Optional[float]`

      The minimum value for the metric.

### Example

```python
from gradient import Gradient

client = Gradient()
evaluation_metrics = client.agents.evaluation_metrics.list()
print(evaluation_metrics.metrics)
```

## List Regions

`agents.evaluation_metrics.list_regions(EvaluationMetricListRegionsParams**kwargs)  -> EvaluationMetricListRegionsResponse`

**get** `/v2/gen-ai/regions`

To list all datacenter regions, send a GET request to `/v2/gen-ai/regions`.

### Parameters

- **serves\_batch:** `bool`

  Include datacenters that are capable of running batch jobs.

- **serves\_inference:** `bool`

  Include datacenters that serve inference.

### Returns

- `class EvaluationMetricListRegionsResponse`

  Region Codes

  - **regions:** `Optional[List[Region]]`

    Region code

    - **inference\_url:** `Optional[str]`

      Url for inference server

    - **region:** `Optional[str]`

      Region code

    - **serves\_batch:** `Optional[bool]`

      This datacenter is capable of running batch jobs

    - **serves\_inference:** `Optional[bool]`

      This datacenter is capable of serving inference

    - **stream\_inference\_url:** `Optional[str]`

      The url for the inference streaming server

### Example

```python
from gradient import Gradient

client = Gradient()
response = client.agents.evaluation_metrics.list_regions()
print(response.regions)
```