# Fibo Edit 1.5 Image Editing API

> Majbut-referencno slikengo editor savo džal palal tekstoske instrukcie, le dži 4 sliken thaj optional maskasa

Editinela kipo katar naturalno lil `instruction`, e jekhe dži štare referenca-kiposa ande `image_urls`, kaj o redosledo si importantno. Lačho si vaš virtualno try-on, palutnesko paruvipe thaj stilo-transfer. `mask_url` limitinela o edit ko mangipena jekhe kiposa, thaj `structured_instruction` šaj te reutilizuil jekh angluno rezultato. `aspect_ratio` aplicinel numa e duj vaj majbut kipenca.

- Model id: `bria/fibo-edit-1.5/edit`
- Made by: Bria AI
- Category: Image Editing
- Output: image
- Price: $0.04 / image (cheapest run $0.04 (40 API credits))
- Run: `POST https://api.doitong.com/v1/run/bria/fibo-edit-1.5/edit`
- Quote: `POST https://api.doitong.com/v1/quote/bria/fibo-edit-1.5/edit`
- Docs page: https://doitong.com/rom/developers/models/bria/fibo-edit-1.5/edit

## Pricing

Price: **$0.04 / image**. Billed per generated image.

The full example input below costs $0.04 = 40 API credits (1 image × 40 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.com/v1/quote/bria/fibo-edit-1.5/edit` 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 \| null | no |  |  | Referencake inputura save, palem submissionosko redos, rešinen sar te avol o instrukcija. Dikh 1–4 kipura sar fajlo vaj URL. |
| `instruction` |  | string \| null | no |  |  | Instrukcija savo sikavel o kiposko editiripe. |
| `aspect_ratio` |  | enum (string) \| null | no |  | `1:1`, `2:3`, `3:2`, `3:4`, `4:3`, `4:5`, `5:4`, `9:16`, `16:9` | Rezultatosko ratio override vaš mangipena buter referencake kipurenca. Jekh referenca merkuil peski ratio; buter referencenca, kana na si dino, lel e anglune referencaki ratio. |
| `seed` |  | integer | no | `5555` |  | Seed savo kontrolinel e slučajnost vaš ponovljive rezultatora. |
| `mask_url` | `mask` | string (image URL) \| null | no |  |  | Editiripaski maska dostupno numa le jekha referencake kiposa; maska thaj kerdo rezultato lel e referencake dimenzije. Dža fajlo vaj URL-eha, parnosa sikavindoj e regeneracijake regionura thaj kalosa o ostatko. |
| `structured_instruction` |  | object {short_description, objects, background_setting, lighting, aesthetics, photographic_characteristics, style_medium, text_render, context, artistic_style, edit_instruction} \| null | no |  |  | Strukturime prompto savo šaj pale te labarel pes, vi jekh savo avilo palpale andar jekh anglutno paruvipen. Te na si dindi instrukcija, akava prompto si labardo bi paruvimasko thaj VGL na kerel lesko paruhipen. |
| `structured_instruction.short_description` |  | string \| null | no |  |  | Cikno lil e planome rezultatoske kiposko. |
| `structured_instruction.objects` |  | array of object {description, location, relationship, relative_size, shape_and_color, texture, appearance_details, number_of_objects, pose, expression, clothing, action, gender, skin_tone_and_texture, orientation} \| null | no | `[]` |  | Sikav e kerde kiposko sadržaj sar lista, zapisindoj sakone objekteske atributura thaj leski relacija le aver sikavde objekturenca. |
| `structured_instruction.objects[].description` |  | string \| null | no |  |  | Opis e planome rezultatoske objektesko. |
| `structured_instruction.objects[].location` |  | string \| null | no |  |  | Than e objektesko ando kipo. |
| `structured_instruction.objects[].relationship` |  | string | yes |  |  | Relacija e objekteski le aver objekturenca ando kipo. |
| `structured_instruction.objects[].relative_size` |  | string \| null | no |  |  | Baripen e objektesko palem e kiposki. |
| `structured_instruction.objects[].shape_and_color` |  | string \| null | no |  |  | Forma thaj rangi e objekteske. |
| `structured_instruction.objects[].texture` |  | string \| null | no |  |  | Tekstura e objekteski. |
| `structured_instruction.objects[].appearance_details` |  | string \| null | no |  |  | Detalura save sikaven sar dikhel o objekto. |
| `structured_instruction.objects[].number_of_objects` |  | integer \| null | no |  |  | Gengo objekturengo ando kipo. |
| `structured_instruction.objects[].pose` |  | string \| null | no |  |  | Poza e sikavde objekteski. |
| `structured_instruction.objects[].expression` |  | string \| null | no |  |  | Ekspresija sikavdi le sikavde objektesa. |
| `structured_instruction.objects[].clothing` |  | string \| null | no |  |  | Gadzura uravde le sikavde objektesa. |
| `structured_instruction.objects[].action` |  | string \| null | no |  |  | Akcija kerdi le sikavde objektesa. |
| `structured_instruction.objects[].gender` |  | string \| null | no |  |  | Džendero e sikavde objektesko. |
| `structured_instruction.objects[].skin_tone_and_texture` |  | string \| null | no |  |  | Tekstura thaj ton e sikavde objekteske morčhake. |
| `structured_instruction.objects[].orientation` |  | string \| null | no |  |  | Orientacija e sikavde objekteski. |
| `structured_instruction.background_setting` |  | string \| null | no |  |  | Pozadinosko than vaš o kerdo kipo. |
| `structured_instruction.lighting` |  | object {conditions, direction, shadows} \| null | no |  |  | Svetlipa vaš o kerdo kipo. |
| `structured_instruction.lighting.conditions` |  | string \| null | no |  |  | Šartura e svetlipaske vaš o kerdo kipo. |
| `structured_instruction.lighting.direction` |  | string \| null | no |  |  | Direkcija e svetlipaske vaš o kerdo kipo. |
| `structured_instruction.lighting.shadows` |  | string \| null | no |  |  | Ćombra te sikaven ando kerdo kipo. |
| `structured_instruction.aesthetics` |  | object {composition, color_scheme, mood_atmosphere, aesthetic_score, preference_score} \| null | no |  |  | Estetikane kvaliteta vaš o kerdo kipo. |
| `structured_instruction.aesthetics.composition` |  | string \| null | no |  |  | Kompozicija vaš o kerdo kipo. |
| `structured_instruction.aesthetics.color_scheme` |  | string \| null | no |  |  | Rangengi paleta vaš o kerdo kipo. |
| `structured_instruction.aesthetics.mood_atmosphere` |  | string \| null | no |  |  | Atmosfera thaj dispozicija vaš o kerdo kipo. |
| `structured_instruction.aesthetics.aesthetic_score` |  | string \| null | no |  |  | Estetikano puntu vaš o kipo savo si te kerel. |
| `structured_instruction.aesthetics.preference_score` |  | string \| null | no |  |  | Preferencako puntu vaš o kipo savo si te kerel. |
| `structured_instruction.photographic_characteristics` |  | object {depth_of_field, focus, camera_angle, lens_focal_length} \| null | no |  |  | Fotografijake svojstva vaš o kerdo kipo. |
| `structured_instruction.photographic_characteristics.depth_of_field` |  | string \| null | no |  |  | Glušosko profondeur vaš o kerdo kipo. |
| `structured_instruction.photographic_characteristics.focus` |  | string \| null | no |  |  | Fokus vaš o kerdo kipo. |
| `structured_instruction.photographic_characteristics.camera_angle` |  | string \| null | no |  |  | Kameraki perspektiva vaš o kerdo kipo. |
| `structured_instruction.photographic_characteristics.lens_focal_length` |  | string \| null | no |  |  | Lensosko setting vaš o kerdo kipo, sikavdo sar focalna dolžina. |
| `structured_instruction.style_medium` |  | string \| null | no |  |  | Stilistiko medium vaš o kerdo kipo. |
| `structured_instruction.text_render` |  | array of any \| null | no | `[]` |  | Lista tekstoskere vstavkengo save te aven ando kipo. |
| `structured_instruction.context` |  | string \| null | no |  |  | Konteksto vaš o kerdo kipo. |
| `structured_instruction.artistic_style` |  | string \| null | no |  |  | Artistikano stilo vaš o kerdo kipo. |
| `structured_instruction.edit_instruction` |  | string \| null | no |  |  | Instrukcija savo sikavel sar te editirinel o kipo. |

File parameters (`images`, `mask`) 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
{}
```

A fuller example:

```json
{}
```

## 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.com/v1/run/bria/fibo-edit-1.5/edit?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{}'

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

### JavaScript

```javascript
const API = "https://api.doitong.com/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/bria/fibo-edit-1.5/edit?wait=20", {
  method: "POST",
  headers,
  body: JSON.stringify({}),
});
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.com/v1"
headers = {"Authorization": "Bearer " + os.environ["DOITONG_API_KEY"]}

payload = {}

# Run the model; wait up to 20 s for the finished result in the same call
r = requests.post(API + "/run/bria/fibo-edit-1.5/edit", 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.com/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": "bria/fibo-edit-1.5/edit",
      "input": {},
      "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": "bria/fibo-edit-1.5/edit",
  "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": 40,
    "usd": "0.04",
    "charged": 40,
    "refunded": 0
  },
  "input": {},
  "output": {
    "image": {
      "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
    },
    "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
      }
    ],
    "structured_instruction": {}
  },
  "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.com/v1/requests/req_8k2m4q7x1z9c3v5b6n0p2r4t",
    "cancel": "https://api.doitong.com/v1/requests/req_8k2m4q7x1z9c3v5b6n0p2r4t/cancel"
  }
}
```

### Output fields (`output`)

| Field | Type | Description |
|---|---|---|
| `image` | object {url, content_type, file_name, file_size, width, height} | Editirime rezultato savo proporcije si palem aspect_ratio kana si dino, vaj averčhane palem o savo kipo. |
| `images` | array of object {url, content_type, file_name, file_size, width, height} | Kompatibilno palem-dino vaš klientura save istiven purano Fibo Edit API rutos: lista le jekha kiposa sar lesko numa jekh entry. |
| `structured_instruction` | object | Pušardo interpretacija e briefoski, dindi sar strukturirime instrukcija savi si čačes kerdi. Lel ande thaj o built-in instrukcija thaj sa sadržaj dino prekal `instruction`. |

## Related models

- [Bria Expand (FIBO-Edit-1.5)](https://doitong.com/developers/models/bria/fibo-edit-1.5/expand.md) (`bria/fibo-edit-1.5/expand`): $0.04 / image
- [Bria Product Holding (FIBO-Edit-1.5)](https://doitong.com/developers/models/bria/fibo-edit-1.5/product-holding.md) (`bria/fibo-edit-1.5/product-holding`): $0.04 / image
- [Bria Virtual Try-On (FIBO-Edit-1.5)](https://doitong.com/developers/models/bria/fibo-edit-1.5/virtual-try-on.md) (`bria/fibo-edit-1.5/virtual-try-on`): $0.04 / image
- [FLUX.1 Kontext \[pro\]](https://doitong.com/developers/models/flux-pro/kontext.md) (`flux-pro/kontext`): $0.04 / image
- [GPT Image 2.5 Edit](https://doitong.com/developers/models/openai/gpt-image-2.5/flare/edit.md) (`openai/gpt-image-2.5/flare/edit`): from $0.12 / image
- [Nano Banana 2 Edit](https://doitong.com/developers/models/nano-banana-2/edit.md) (`nano-banana-2/edit`): from $0.06 / image
- [Nano Banana Pro Edit](https://doitong.com/developers/models/nano-banana-pro/edit.md) (`nano-banana-pro/edit`): from $0.15 / image
- [Qwen Image 3 Edit](https://doitong.com/developers/models/alibaba/qwen-image-3/edit.md) (`alibaba/qwen-image-3/edit`): from $0.04 / image

## Links

- HTML page: https://doitong.com/developers/models/bria/fibo-edit-1.5/edit
- 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=bria/fibo-edit-1.5/edit
- Errors: https://doitong.com/developers/docs/errors
- Model details as JSON: https://api.doitong.com/v1/models/bria/fibo-edit-1.5/edit