# Qwen Image Edit 2509 Lora Gallery · Integrate Product API

> پروڈکٹ یا عنصر کو پس منظر میں پرسپیکٹو، روشنی اور سائے کی اصلاح کے ساتھ شامل کرتا ہے

`image_urls` میں پروڈکٹ والی تصویر لے کر اسے پس منظر میں شامل کرتا ہے اور پرسپیکٹو، روشنی اور سائے درست کرتا ہے۔ `prompt` بتاتا ہے کہ اسے کیسے ملانا ہے، جبکہ `lora_scale` (0 سے 4) اثر کی شدت مقرر کرتا ہے۔ ڈیفالٹ 6 مراحل؛ png، jpeg یا webp میں 1 سے 4 آؤٹ پٹس۔

- Model id: `qwen-image-edit-2509-lora-gallery/integrate-product`
- Made by: Alibaba
- Category: Image Editing
- Output: image
- Estimated price per run: $0.035 / image (cheapest run $0.035 (35 API credits))
- Run: `POST https://api.doitong.ru/v1/run/qwen-image-edit-2509-lora-gallery/integrate-product`
- Quote: `POST https://api.doitong.ru/v1/quote/qwen-image-edit-2509-lora-gallery/integrate-product`
- Docs page: https://doitong.com/ur/developers/models/qwen-image-edit-2509-lora-gallery/integrate-product

## Pricing

Price: **$0.035 / image**. Estimated from the typical cost of one run, per output (`num_images`). The quote is exactly what the run charges.

The full example input below costs $0.035 = 35 API credits (1 image × 35 API credits).

Prices are the upstream price in USD, paid from the API balance in API credits (1000 API credits = 1 USD). `POST https://api.doitong.ru/v1/quote/qwen-image-edit-2509-lora-gallery/integrate-product` with the same JSON body returns the exact price for that input; the quote is exactly what a run charges. Invalid input is never charged and failed or canceled requests are refunded automatically.

## Input parameters

Send either the canonical name or the native field name (not both). Canonical names are the same across models.

| Parameter | Canonical name | Type | Required | Default | Allowed values / range | Description |
|---|---|---|---|---|---|---|
| `image_urls` | `images` | array of image URL | yes |  |  | اس تصویر کی طرف اشارہ کرنے والا URL جس میں پس منظر میں شامل کیا جانے والا پروڈکٹ موجود ہے۔ |
| `image_size` |  | object {width, height} \| enum (string) \| null | no |  | `square_hd`, `square`, `portrait_4_3`, `portrait_16_9`, `landscape_4_3`, `landscape_16_9` | آؤٹ پٹ کے ابعاد کو اووررائیڈ کرتا ہے؛ اس کے بغیر، تخلیق کردہ تصویر اپنا سائز آخری ان پٹ تصویر سے لیتی ہے۔ |
| `guidance_scale` |  | number | no | `1` | 0 – 20 | CFG scale کے ذریعے پرامپٹ سے مطابقت کا کنٹرول، جہاں CFG سے مراد Classifier Free Guidance ہے۔ |
| `num_inference_steps` |  | integer | no | `6` | 2 – 50 | چلائے جانے والے inference steps کی تعداد۔ |
| `acceleration` |  | enum (string) | no | `regular` | `none`, `regular` | تصویر کی تخلیق کی acceleration setting۔ رفتار اور معیار کے درمیان توازن کے لیے 'regular' منتخب کریں۔ |
| `negative_prompt` |  | string | no | `` |  | تخلیق کے دوران استعمال ہونے والا منفی پرامپٹ۔ |
| `seed` |  | integer \| null | no |  |  | تصادفی تخلیق کا seed، جو پرامپٹ اور seed دونوں کو تبدیل نہ کر کے نتیجہ دوبارہ تخلیق کرنے دیتا ہے۔ |
| `enable_safety_checker` |  | boolean | no | `true` |  | تخلیق کردہ تصویر کی safety check کا toggle، جسے صرف مجاز اکاؤنٹس غیر فعال کر سکتے ہیں۔ authorization کے بغیر درخواستوں کے لیے checks لازمی رہتے ہیں۔ |
| `output_format` |  | enum (string) | no | `png` | `png`, `jpeg`, `webp` | حاصل ہونے والی تصویر کا فارمیٹ۔ |
| `num_images` | `num_outputs` | integer | no | `1` | 1 – 4 | تیار کی جانے والی تصاویر کی تعداد۔ |
| `prompt` |  | string | no | `Blend and integrate the product into the background` |  | پروڈکٹ یا عنصر کو پس منظر میں شامل کرنے کی ہدایات۔ قدرتی نتیجے کے لیے زاویۂ نظر، روشنی اور سائے خودکار طور پر درست کیے جاتے ہیں؛ مطلوبہ امتزاج اور جگہ بیان کریں۔ |
| `lora_scale` |  | number | no | `1` | 0 – 4 | LoRA ماڈل کو اسکیل کرکے ایڈجسٹ کی جانے والی LoRA شراکت کی طاقت۔ |

File parameters (`images`) take a public `https://` URL, a `data:` URI up to 10 MB, or the `file_url` of an upload from `POST /files`.

## Example input

Required parameters only:

```json
{
  "images": [
    "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg"
  ]
}
```

A fuller example:

```json
{
  "image_urls": [
    "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg"
  ]
}
```

## Run it

Set `DOITONG_API_KEY` to a key from https://doitong.com/developers/dashboard#keys. `?wait=20` returns the finished request in the same call when it is ready within 20 seconds; otherwise poll `GET /requests/{id}` (it also accepts `?wait=`), or pass `webhook_url`.

### curl

```bash
# Run the model; wait up to 20 s for the finished result in the same call
curl -X POST "https://api.doitong.ru/v1/run/qwen-image-edit-2509-lora-gallery/integrate-product?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "image_urls": [
      "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg"
    ]
  }'

# Still "queued" or "running"? Poll with the id from the response:
curl "https://api.doitong.ru/v1/requests/REQUEST_ID?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY"
```

### JavaScript

```javascript
const API = "https://api.doitong.ru/v1";
const headers = {
  "Authorization": "Bearer " + process.env.DOITONG_API_KEY,
  "Content-Type": "application/json",
};

// Run the model; wait up to 20 s for the finished result in the same call
let res = await fetch(API + "/run/qwen-image-edit-2509-lora-gallery/integrate-product?wait=20", {
  method: "POST",
  headers,
  body: JSON.stringify({
    "image_urls": [
      "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg"
    ]
  }),
});
let request = await res.json();
if (!res.ok) throw new Error(request.error.code + ": " + request.error.message);

// Not finished yet: long-poll until it is
while (request.status === "queued" || request.status === "running") {
  res = await fetch(API + "/requests/" + request.id + "?wait=20", { headers });
  request = await res.json();
}
if (request.status !== "succeeded") throw new Error(JSON.stringify(request.error));
console.log(request.outputs.map((o) => o.url), request.cost.credits + " API credits ($" + request.cost.usd + ")");
```

### Python

```python
import os
import requests

API = "https://api.doitong.ru/v1"
headers = {"Authorization": "Bearer " + os.environ["DOITONG_API_KEY"]}

payload = {
    "image_urls": [
        "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    ],
}

# Run the model; wait up to 20 s for the finished result in the same call
r = requests.post(API + "/run/qwen-image-edit-2509-lora-gallery/integrate-product", params={"wait": 20}, json=payload, headers=headers)
request = r.json()
if not r.ok:
    raise RuntimeError(request["error"]["code"] + ": " + request["error"]["message"])

# Not finished yet: long-poll until it is
while request["status"] in ("queued", "running"):
    request = requests.get(API + "/requests/" + request["id"], params={"wait": 20}, headers=headers).json()
if request["status"] != "succeeded":
    raise RuntimeError(request["error"])
print([o["url"] for o in request["outputs"]], request["cost"]["credits"], "API credits", "$" + request["cost"]["usd"])
```

### MCP

The MCP server at `https://api.doitong.ru/v1/mcp` exposes the tools `search_models`, `get_model`, `quote`, `run`, `get_request`, `cancel_request`, `list_requests`, `create_upload` and `get_account`. A `run` call for this model:

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "run",
    "arguments": {
      "model_id": "qwen-image-edit-2509-lora-gallery/integrate-product",
      "input": {
        "image_urls": [
          "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg"
        ]
      },
      "wait_seconds": 20
    }
  }
}
```

## Response

Every call returns a request object. `status` is one of `queued`, `running`, `succeeded`, `failed`, `canceled`. `outputs` lists the generated files with URLs on our storage (kept forever, or 7 days with `?storage=temporary`; `storage` says which); `output` is the model's own result object with the same URLs.

```json
{
  "id": "req_8k2m4q7x1z9c3v5b6n0p2r4t",
  "object": "request",
  "model": "qwen-image-edit-2509-lora-gallery/integrate-product",
  "status": "succeeded",
  "created_at": "2026-10-20T12:00:00Z",
  "started_at": "2026-10-20T12:00:02Z",
  "completed_at": "2026-10-20T12:00:09Z",
  "queue_position": null,
  "cost": {
    "credits": 35,
    "usd": "0.035",
    "charged": 35,
    "refunded": 0
  },
  "input": {
    "image_urls": [
      "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg"
    ]
  },
  "output": {
    "images": [
      {
        "url": "https://content.doitong.com/dev-api/2026/10/20/req_8k2m4q7x1z9c3v5b6n0p2r4t/0-output.jpeg",
        "content_type": "image/jpeg",
        "file_name": "0-output.jpeg",
        "file_size": 1843200,
        "width": 1024,
        "height": 768
      }
    ],
    "seed": 42
  },
  "outputs": [
    {
      "type": "image",
      "url": "https://content.doitong.com/dev-api/2026/10/20/req_8k2m4q7x1z9c3v5b6n0p2r4t/0-output.jpeg",
      "content_type": "image/jpeg",
      "file_size": 1843200,
      "width": 1024,
      "height": 768,
      "stored": true
    }
  ],
  "error": null,
  "metrics": {
    "inference_seconds": 6.8
  },
  "urls": {
    "self": "https://api.doitong.ru/v1/requests/req_8k2m4q7x1z9c3v5b6n0p2r4t",
    "cancel": "https://api.doitong.ru/v1/requests/req_8k2m4q7x1z9c3v5b6n0p2r4t/cancel"
  }
}
```

### Output fields (`output`)

| Field | Type | Description |
|---|---|---|
| `images` | array of object {url, content_type, file_name, file_size, width, height} | تخلیق یا ترمیم کے ذریعے تیار کردہ تصاویر۔ |
| `seed` | integer | تخلیق کے دوران استعمال ہونے والی سیڈ قدر۔ |

## Related models

- [Qwen Image Edit 2509 Lora Gallery · Add Background](https://doitong.com/developers/models/qwen-image-edit-2509-lora-gallery/add-background.md) (`qwen-image-edit-2509-lora-gallery/add-background`): $0.035 / image
- [Qwen Image Edit 2509 Lora Gallery · Face to Full Portrait](https://doitong.com/developers/models/qwen-image-edit-2509-lora-gallery/face-to-full-portrait.md) (`qwen-image-edit-2509-lora-gallery/face-to-full-portrait`): $0.035 / image
- [Qwen Image Edit 2509 Lora Gallery · Group Photo](https://doitong.com/developers/models/qwen-image-edit-2509-lora-gallery/group-photo.md) (`qwen-image-edit-2509-lora-gallery/group-photo`): $0.035 / image
- [Qwen Image Edit 2509 Lora Gallery · Lighting Restoration](https://doitong.com/developers/models/qwen-image-edit-2509-lora-gallery/lighting-restoration.md) (`qwen-image-edit-2509-lora-gallery/lighting-restoration`): $0.035 / image
- [Qwen Image Edit 2509 Lora Gallery · Multiple Angles](https://doitong.com/developers/models/qwen-image-edit-2509-lora-gallery/multiple-angles.md) (`qwen-image-edit-2509-lora-gallery/multiple-angles`): $0.035 / image
- [Qwen Image Edit 2509 Lora Gallery · Next Scene](https://doitong.com/developers/models/qwen-image-edit-2509-lora-gallery/next-scene.md) (`qwen-image-edit-2509-lora-gallery/next-scene`): $0.035 / image
- [Qwen Image Edit 2509 Lora Gallery · Remove Element](https://doitong.com/developers/models/qwen-image-edit-2509-lora-gallery/remove-element.md) (`qwen-image-edit-2509-lora-gallery/remove-element`): $0.035 / image
- [Qwen Image Edit 2509 Lora Gallery · Remove Lighting](https://doitong.com/developers/models/qwen-image-edit-2509-lora-gallery/remove-lighting.md) (`qwen-image-edit-2509-lora-gallery/remove-lighting`): $0.035 / image

## Links

- HTML page: https://doitong.com/developers/models/qwen-image-edit-2509-lora-gallery/integrate-product
- All models and guides for AI agents: https://doitong.com/developers/llms.txt
- OpenAPI 3.1 with this model's typed request body: https://doitong.com/developers/openapi.json?model=qwen-image-edit-2509-lora-gallery/integrate-product
- Errors: https://doitong.com/developers/docs/errors
- Model details as JSON: https://api.doitong.ru/v1/models/qwen-image-edit-2509-lora-gallery/integrate-product