# XAI | Grok Imagine | Reference to Video

The Reference to Video Model generates video guided by one or more reference images using them as style and content references.

## API Information

- **Model Slug:** xai-grok-imagine-reference-to-video
- **Branded URL:** https://www.eachlabs.ai/xai/grok-imagine/xai-grok-imagine-reference-to-video
- **Provider:** xAI
- **Category:** Image to Video
- **Output Type:** video
- **Status:** active
- **Base Cost:** Direct xAI cost
- **Estimated Processing Time:** 80 seconds
- **Interactive Demo:** https://www.eachlabs.ai/ai-models/xai-grok-imagine-reference-to-video

## Pricing

- **Charge Type:** dynamic
- **Pricing Details:** Direct xAI cost

### Pricing Rules

| Condition | Pricing |
| --- | --- |
| Rule 1 | Direct xAI cost |

## Input Schema

| Parameter | Type | Required | Default | Constraints | Description |
|-----------|------|----------|---------|-------------|-------------|
| prompt | string | Yes | - | - | Text prompt describing the video to generate. Used together with reference images as style/content guides. Maximum 4,096 characters. |
| image_urls | array | Yes | - | - | URLs of reference images to guide video generation (1-7). Supports HTTPS URLs or base64 data URIs. |
| duration | integer | No | 8 | 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15 | Duration of the generated video in seconds (1-15). Default: 8. |
| aspect_ratio | string | No | 16:9 | 16:9, 4:3, 3:2, 1:1, 2:3, 3:4, 9:16 | Aspect ratio of the generated video. |
| resolution | string | No | 480p | 480p, 720p | Output video resolution. |

## Example Request

```bash
curl -X POST https://api.eachlabs.ai/v1/prediction/ \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
  "model": "xai-grok-imagine-reference-to-video",
  "input": {
    "image_urls": [
      "https://cdn-us.eachlabs.ai/defaults/0113e4cf24acc9b5e30e27fde650c0301d40208e4f1aba0eebfd0f6a91b7c3b2.png",
      "https://cdn-us.eachlabs.ai/defaults/ba52f11c98aecd77ae814828a94cf24c4c57e8e2c0569cc986f398802deb9b67.png"
    ],
    "prompt": "Reference 1 and Reference 2 are cooking together in the kitchen."
  }
}'
```

## Output Schema

Response returned by `GET /v1/prediction/{id}` when the job completes:

```json
{
  "status": "success",
  "predictionID": "string",
  "output": "string (URL of generated video)",
  "metrics": {
    "predict_time": "number (seconds)"
  }
}
```

## Polling

```bash
curl https://api.eachlabs.ai/v1/prediction/{PREDICTION_ID} \
  -H "Authorization: Bearer YOUR_API_KEY"
```

| Status | Meaning |
|--------|---------|
| `processing` | Still running — poll again |
| `success` | Done — read `output` |
| `error` | Failed — read `message` / `details` |

## Webhook (alternative to polling)

Pass `"webhook_url": "https://your.host/path"` in the create request. Eachlabs POSTs this payload when the job ends:

```json
{
  "exec_id": "prediction-uuid",
  "status": "succeeded",
  "output": "https://...",
  "error": ""
}
```

`status` is `"succeeded"` or `"failed"`. `exec_id` equals the `predictionID` from create. Return 2xx within 30 seconds.

## Errors

Error body: `{ "status": "error", "message": "...", "details": "..." }`

| Code | Meaning |
|------|---------|
| `400` | Invalid input |
| `401` | Missing / invalid `Authorization` bearer token |
| `404` | Unknown model or prediction id |
| `429` | Rate limit — 100 creates / min, 10 concurrent per key |
| `5xx` | Retry with backoff |

## Usage Notes

- API Base URL: `https://api.eachlabs.ai/v1`
- Authentication: send `Authorization: Bearer YOUR_API_KEY`. Generate a key from the Eachlabs dashboard at https://www.eachlabs.ai/dashboard/api-keys.
- File-typed parameters (`*_url`, `image_url`, `video_url`, `audio_url`, etc.) accept publicly-reachable HTTPS URLs only. Upload your asset first (GCS / S3 / your CDN) and pass the resulting URL. Data-URIs and localhost URLs are rejected.
- For structured parameters (arrays / objects) send real JSON values, not stringified payloads.
- Monetary values are reported in USD; per-token / per-megapixel rates may be billed in micro-cents internally.
- Prefer `webhook_url` over polling for long-running predictions — see the Webhook Callback section.