# google/nano-banana-pro/edit

> Boasting sharper 2K imagery, intelligent 4K scaling, improved text rendering, and enhanced character consistency, Google DeepMind’s Nano Banana Pro represents a significant advancement in visual quality for creative and API-driven workflows.

## Overview

- **Endpoint**: `https://api.shortapi.ai/api/v1/job/create`
- **Model ID**: `google/nano-banana-pro/edit`
- **Category**: image-to-image
- **Kind**: inference

## Pricing

The cost for 1K and 2K resolution images is $0.08 per request, while the cost for 4K resolution images is $0.12 per request.

For more details, please check our pricing page.

## API Information

This model can be used via our HTTP API or more conveniently via our client libraries.
See the input and output schema below, as well as the usage examples.

### Input Schema

The API accepts the following input parameters:

- **`prompt`** (`string`, _required_):
  Text prompt
  - Examples: "An action shot of a black lab swimming..."

- **`num_images`** (`int`, _optional_):
  The number of images to generate
  - Default: `1`
  - Options: "1"

- **`image_urls`** (`list<string>`, _required_):
  The URLs of the images to use for image-to-image generation or image editing

- **`aspect_ratio`** (`string`, _required_):
  The aspect ratio of the generated image
  - Options: "9:16", "2:3", "3:4", "4:5", "1:1", "5:4", "4:3", "3:2", "16:9", "21:9"

- **`resolution`** (`string`, _optional_):
  Output image resolution
  - Default: `1K`
  - Options: "1K", "2K", "4K"

### Output Schema

The API returns a JSON response with a `job_id` for tracking the request status.

**Create Job Response:**
```json
{
  "code": 0,
  "data": {
    "amount": "0.02",
    "job_id": "<JOB_ID>"
  }
}
```

**Query Job Result (when status is 2, meaning succeeded):**
```json
{
  "code": 0,
  "data": {
    "status": 2,
    "result": {
      "images": [{ "url": "https://..." }]
    }
  }
}
```

## Use Example

To use this model, make an HTTP POST request to the API endpoint, then poll for results using the returned `job_id`.

### Bash (cURL)
```bash
# Step 1: Create a job
response=$(curl --request POST \
  --url https://api.shortapi.ai/api/v1/job/create \
  --header "Authorization: Bearer $SHORTAPI_KEY" \
  --header "Content-Type: application/json" \
  --data '{
  "model": "google/nano-banana-pro/edit",
  "args": {
    "prompt": "Convert the image to hand-drawn comic style.",
    "image_urls": ["https://file.shortapi.ai/assets/examples/google/nano-banana-pro/edit-image_urls.png"],
    "aspect_ratio": "16:9"
  },
  "callback_url": "CALLBACK_URL"
}')
JOB_ID=$(echo "$response" | grep -o '"job_id": *"[^"]*"' | sed 's/"job_id": *//; s/"//g')

# Step 2: Poll for results
curl --request GET \
  --url "https://api.shortapi.ai/api/v1/job/query?id=$JOB_ID" \
  --header "Authorization: Bearer $SHORTAPI_KEY"
```

### JavaScript (Fetch API)
```javascript
// Step 1: Create a job
const response = await fetch(`https://api.shortapi.ai/api/v1/job/create`, {
  method: "POST",
  headers: {
    "Authorization": `Bearer ${SHORTAPI_KEY}`,
    "Content-Type": "application/json"
  },
  body: JSON.stringify({
    "model": "google/nano-banana-pro/edit",
    "args": {
      "prompt": "Convert the image to hand-drawn comic style.",
      "image_urls": ["https://file.shortapi.ai/assets/examples/google/nano-banana-pro/edit-image_urls.png"],
      "aspect_ratio": "16:9"
    },
    "callback_url": "CALLBACK_URL"
})
});
const data = await response.json();
const JOB_ID = data.job_id;

// Step 2: Poll for results
const result = await fetch(`https://api.shortapi.ai/api/v1/job/query?id=${JOB_ID}`, {
  method: "GET",
  headers: {
    "Authorization": `Bearer ${SHORTAPI_KEY}`
  }
});
const resultData = await result.json();
console.log(resultData);
```

### Python (Requests)
```python
import requests

# Step 1: Create a job
url = "https://api.shortapi.ai/api/v1/job/create"
payload = {
  "model": "google/nano-banana-pro/edit",
  "args": {
    "prompt": "Convert the image to hand-drawn comic style.",
    "image_urls": ["https://file.shortapi.ai/assets/examples/google/nano-banana-pro/edit-image_urls.png"],
    "aspect_ratio": "16:9"
  },
  "callback_url": "CALLBACK_URL"
}
headers = {
    "Authorization": f"Bearer {SHORTAPI_KEY}",
    "Content-Type": "application/json"
}

response = requests.post(url, headers=headers, json=payload)
data = response.json()
JOB_ID = data.get("job_id")

# Step 2: Poll for results
result_url = f"https://api.shortapi.ai/api/v1/job/query?id={JOB_ID}"
result = requests.get(result_url, headers={"Authorization": f"Bearer {SHORTAPI_KEY}"})
print(result.json())
```