# Evaluation Datasets

## Create

`client.agents.evaluationDatasets.create(EvaluationDatasetCreateParamsbody?, RequestOptionsoptions?): EvaluationDatasetCreateResponse`

**post** `/v2/gen-ai/evaluation_datasets`

To create an evaluation dataset, send a POST request to `/v2/gen-ai/evaluation_datasets`.

### Parameters

- `body: EvaluationDatasetCreateParams`

  - `file_upload_dataset?: APIFileUploadDataSource`

    File to upload as data source for knowledge base.

    - `original_file_name?: string`

      The original file name

    - `size_in_bytes?: string`

      The size of the file in bytes

    - `stored_object_key?: string`

      The object key the file was stored as

  - `name?: string`

    The name of the agent evaluation dataset.

### Returns

- `EvaluationDatasetCreateResponse`

  Output for creating an agent evaluation dataset

  - `evaluation_dataset_uuid?: string`

    Evaluation dataset uuid.

### Example

```typescript
import Gradient from '@digitalocean/gradient';

const client = new Gradient();

const evaluationDataset = await client.agents.evaluationDatasets.create();

console.log(evaluationDataset.evaluation_dataset_uuid);
```

## Create File Upload Presigned URLs

`client.agents.evaluationDatasets.createFileUploadPresignedURLs(EvaluationDatasetCreateFileUploadPresignedURLsParamsbody?, RequestOptionsoptions?): EvaluationDatasetCreateFileUploadPresignedURLsResponse`

**post** `/v2/gen-ai/evaluation_datasets/file_upload_presigned_urls`

To create presigned URLs for evaluation dataset file upload, send a POST request to `/v2/gen-ai/evaluation_datasets/file_upload_presigned_urls`.

### Parameters

- `body: EvaluationDatasetCreateFileUploadPresignedURLsParams`

  - `files?: Array<File>`

    A list of files to generate presigned URLs for.

    - `file_name?: string`

      Local filename

    - `file_size?: string`

      The size of the file in bytes.

### Returns

- `EvaluationDatasetCreateFileUploadPresignedURLsResponse`

  Response with pre-signed urls to upload files.

  - `request_id?: string`

    The ID generated for the request for Presigned URLs.

  - `uploads?: Array<Upload>`

    A list of generated presigned URLs and object keys, one per file.

    - `expires_at?: string`

      The time the url expires at.

    - `object_key?: string`

      The unique object key to store the file as.

    - `original_file_name?: string`

      The original file name.

    - `presigned_url?: string`

      The actual presigned URL the client can use to upload the file directly.

### Example

```typescript
import Gradient from '@digitalocean/gradient';

const client = new Gradient();

const response = await client.agents.evaluationDatasets.createFileUploadPresignedURLs();

console.log(response.request_id);
```