# Fibo Edit API

> Opći uređivač slika koji prihvaća uputu, neobaveznu masku ili VGL dokumente, uz kontrole koraka i usmjeravanja

Uređuje sliku uz preciznu kontrolu. Ulazi uključuju `image_url`, neobavezni `mask_url` te `instruction` ili unaprijed izrađeni `vgl`. Alternativno navedite `original_vgl` i `new_vgl` za uređivanje prema njihovoj razlici. `steps_num` je u rasponu od 20 do 50 (zadano 30), a dostupni su i `guidance_scale`, `negative_prompt` i `seed`.

- Model id: `bria/fibo-edit/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/edit`
- Quote: `POST https://api.doitong.com/v1/quote/bria/fibo-edit/edit`
- Docs page: https://doitong.com/hr/developers/models/bria/fibo-edit/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/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_url` | `image` | string (image URL) \| null | no |  |  | Referentna slika zadana kao datoteka ili URL. |
| `mask_url` | `mask` | string (image URL) \| null | no |  |  | Neobavezna maska zadana kao datoteka slike ili URL. |
| `instruction` |  | string \| null | no |  |  | Uputa koja opisuje uređivanje slike. |
| `vgl` |  | object {short_description, objects, background_setting, lighting, aesthetics, photographic_characteristics, style_medium, text_render, context, artistic_style, edit_instruction} \| null | no |  |  | Alternativa za `instruction`: pripremljeni VGL dokument koji se nepromijenjen upotrebljava kao osnova za uređivanje, čime se zaobilazi izrada dokumenta. Dva su ulaza međusobno isključiva. |
| `vgl.short_description` |  | string \| null | no |  |  | Kratak opis namjeravane izlazne slike. |
| `vgl.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 | `[]` |  | Navedite sadržaj generirane slike kao popis koji bilježi atribute svakog objekta i njegove odnose s drugim prikazanim objektima. |
| `vgl.objects[].description` |  | string \| null | no |  |  | Opis namjeravanog izlaznog objekta. |
| `vgl.objects[].location` |  | string \| null | no |  |  | Položaj objekta unutar slike. |
| `vgl.objects[].relationship` |  | string | yes |  |  | Odnos objekta prema drugim objektima na slici. |
| `vgl.objects[].relative_size` |  | string \| null | no |  |  | Veličina objekta u odnosu na sliku. |
| `vgl.objects[].shape_and_color` |  | string \| null | no |  |  | Oblik i boja objekta. |
| `vgl.objects[].texture` |  | string \| null | no |  |  | Tekstura objekta. |
| `vgl.objects[].appearance_details` |  | string \| null | no |  |  | Pojedinosti koje opisuju izgled objekta. |
| `vgl.objects[].number_of_objects` |  | integer \| null | no |  |  | Broj objekata unutar slike. |
| `vgl.objects[].pose` |  | string \| null | no |  |  | Poza prikazanog objekta. |
| `vgl.objects[].expression` |  | string \| null | no |  |  | Izraz prikazanog objekta. |
| `vgl.objects[].clothing` |  | string \| null | no |  |  | Odjeća koju nosi prikazani objekt. |
| `vgl.objects[].action` |  | string \| null | no |  |  | Radnja koju izvodi prikazani objekt. |
| `vgl.objects[].gender` |  | string \| null | no |  |  | Spol prikazanog objekta. |
| `vgl.objects[].skin_tone_and_texture` |  | string \| null | no |  |  | Tekstura i ton kože prikazanog objekta. |
| `vgl.objects[].orientation` |  | string \| null | no |  |  | Orijentacija prikazanog objekta. |
| `vgl.background_setting` |  | string \| null | no |  |  | Postavke pozadine generirane slike. |
| `vgl.lighting` |  | object {conditions, direction, shadows} \| null | no |  |  | Osvjetljenje generirane slike. |
| `vgl.lighting.conditions` |  | string \| null | no |  |  | Uvjeti osvjetljenja generirane slike. |
| `vgl.lighting.direction` |  | string \| null | no |  |  | Smjer osvjetljenja generirane slike. |
| `vgl.lighting.shadows` |  | string \| null | no |  |  | Sjene koje treba prikazati u generiranoj slici. |
| `vgl.aesthetics` |  | object {composition, color_scheme, mood_atmosphere, preference_score, aesthetic_score} \| null | no |  |  | Estetske značajke generirane slike. |
| `vgl.aesthetics.composition` |  | string \| null | no |  |  | Kompozicija generirane slike. |
| `vgl.aesthetics.color_scheme` |  | string \| null | no |  |  | Paleta boja generirane slike. |
| `vgl.aesthetics.mood_atmosphere` |  | string \| null | no |  |  | Ugođaj i atmosfera generirane slike. |
| `vgl.aesthetics.preference_score` |  | string \| null | no |  |  | Ocjena preferencije za sliku koja se generira. |
| `vgl.aesthetics.aesthetic_score` |  | string \| null | no |  |  | Estetska ocjena slike koja se generira. |
| `vgl.photographic_characteristics` |  | object {depth_of_field, focus, camera_angle, lens_focal_length} \| null | no |  |  | Fotografska svojstva generirane slike. |
| `vgl.photographic_characteristics.depth_of_field` |  | string \| null | no |  |  | Dubina polja generirane slike. |
| `vgl.photographic_characteristics.focus` |  | string \| null | no |  |  | Fokus generirane slike. |
| `vgl.photographic_characteristics.camera_angle` |  | string \| null | no |  |  | Kut kamere za generiranu sliku. |
| `vgl.photographic_characteristics.lens_focal_length` |  | string \| null | no |  |  | Postavka objektiva za generiranu sliku, izražena žarišnom duljinom. |
| `vgl.style_medium` |  | string \| null | no |  |  | Stilski medij generirane slike. |
| `vgl.text_render` |  | array of any \| null | no | `[]` |  | Popis tekstualnih unosa koje treba uključiti u sliku. |
| `vgl.context` |  | string \| null | no |  |  | Kontekst generirane slike. |
| `vgl.artistic_style` |  | string \| null | no |  |  | Umjetnički stil generirane slike. |
| `vgl.edit_instruction` |  | string \| null | no |  |  | Uputa koja opisuje kako urediti sliku. |
| `original_vgl` |  | object {short_description, objects, background_setting, lighting, aesthetics, photographic_characteristics, style_medium, text_render, context, artistic_style, edit_instruction} \| null | no |  |  | Trenutni VGL slike koji služi kao osnovna usporedba za `new_vgl`; ako se zadaju oba, njihove razlike određuju izmjene. |
| `original_vgl.short_description` |  | string \| null | no |  |  | Kratak opis namjeravane izlazne slike. |
| `original_vgl.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 | `[]` |  | Navedite sadržaj generirane slike kao popis koji bilježi atribute svakog objekta i njegove odnose s drugim prikazanim objektima. |
| `original_vgl.objects[].description` |  | string \| null | no |  |  | Opis namjeravanog izlaznog objekta. |
| `original_vgl.objects[].location` |  | string \| null | no |  |  | Položaj objekta unutar slike. |
| `original_vgl.objects[].relationship` |  | string | yes |  |  | Odnos objekta prema drugim objektima na slici. |
| `original_vgl.objects[].relative_size` |  | string \| null | no |  |  | Veličina objekta u odnosu na sliku. |
| `original_vgl.objects[].shape_and_color` |  | string \| null | no |  |  | Oblik i boja objekta. |
| `original_vgl.objects[].texture` |  | string \| null | no |  |  | Tekstura objekta. |
| `original_vgl.objects[].appearance_details` |  | string \| null | no |  |  | Pojedinosti koje opisuju izgled objekta. |
| `original_vgl.objects[].number_of_objects` |  | integer \| null | no |  |  | Broj objekata unutar slike. |
| `original_vgl.objects[].pose` |  | string \| null | no |  |  | Poza prikazanog objekta. |
| `original_vgl.objects[].expression` |  | string \| null | no |  |  | Izraz prikazanog objekta. |
| `original_vgl.objects[].clothing` |  | string \| null | no |  |  | Odjeća koju nosi prikazani objekt. |
| `original_vgl.objects[].action` |  | string \| null | no |  |  | Radnja koju izvodi prikazani objekt. |
| `original_vgl.objects[].gender` |  | string \| null | no |  |  | Spol prikazanog objekta. |
| `original_vgl.objects[].skin_tone_and_texture` |  | string \| null | no |  |  | Tekstura i ton kože prikazanog objekta. |
| `original_vgl.objects[].orientation` |  | string \| null | no |  |  | Orijentacija prikazanog objekta. |
| `original_vgl.background_setting` |  | string \| null | no |  |  | Postavke pozadine generirane slike. |
| `original_vgl.lighting` |  | object {conditions, direction, shadows} \| null | no |  |  | Osvjetljenje generirane slike. |
| `original_vgl.lighting.conditions` |  | string \| null | no |  |  | Uvjeti osvjetljenja generirane slike. |
| `original_vgl.lighting.direction` |  | string \| null | no |  |  | Smjer osvjetljenja generirane slike. |
| `original_vgl.lighting.shadows` |  | string \| null | no |  |  | Sjene koje treba prikazati u generiranoj slici. |
| `original_vgl.aesthetics` |  | object {composition, color_scheme, mood_atmosphere, preference_score, aesthetic_score} \| null | no |  |  | Estetske značajke generirane slike. |
| `original_vgl.aesthetics.composition` |  | string \| null | no |  |  | Kompozicija generirane slike. |
| `original_vgl.aesthetics.color_scheme` |  | string \| null | no |  |  | Paleta boja generirane slike. |
| `original_vgl.aesthetics.mood_atmosphere` |  | string \| null | no |  |  | Ugođaj i atmosfera generirane slike. |
| `original_vgl.aesthetics.preference_score` |  | string \| null | no |  |  | Ocjena preferencije za sliku koja se generira. |
| `original_vgl.aesthetics.aesthetic_score` |  | string \| null | no |  |  | Estetska ocjena slike koja se generira. |
| `original_vgl.photographic_characteristics` |  | object {depth_of_field, focus, camera_angle, lens_focal_length} \| null | no |  |  | Fotografska svojstva generirane slike. |
| `original_vgl.photographic_characteristics.depth_of_field` |  | string \| null | no |  |  | Dubina polja generirane slike. |
| `original_vgl.photographic_characteristics.focus` |  | string \| null | no |  |  | Fokus generirane slike. |
| `original_vgl.photographic_characteristics.camera_angle` |  | string \| null | no |  |  | Kut kamere za generiranu sliku. |
| `original_vgl.photographic_characteristics.lens_focal_length` |  | string \| null | no |  |  | Postavka objektiva za generiranu sliku, izražena žarišnom duljinom. |
| `original_vgl.style_medium` |  | string \| null | no |  |  | Stilski medij generirane slike. |
| `original_vgl.text_render` |  | array of any \| null | no | `[]` |  | Popis tekstualnih unosa koje treba uključiti u sliku. |
| `original_vgl.context` |  | string \| null | no |  |  | Kontekst generirane slike. |
| `original_vgl.artistic_style` |  | string \| null | no |  |  | Umjetnički stil generirane slike. |
| `original_vgl.edit_instruction` |  | string \| null | no |  |  | Uputa koja opisuje kako urediti sliku. |
| `new_vgl` |  | object {short_description, objects, background_setting, lighting, aesthetics, photographic_characteristics, style_medium, text_render, context, artistic_style, edit_instruction} \| null | no |  |  | VGL ciljnog stanja koji se može koristiti samo uz `original_vgl`, a opisuje kako bi rezultirajuća slika trebala izgledati. |
| `new_vgl.short_description` |  | string \| null | no |  |  | Kratak opis namjeravane izlazne slike. |
| `new_vgl.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 | `[]` |  | Navedite sadržaj generirane slike kao popis koji bilježi atribute svakog objekta i njegove odnose s drugim prikazanim objektima. |
| `new_vgl.objects[].description` |  | string \| null | no |  |  | Opis namjeravanog izlaznog objekta. |
| `new_vgl.objects[].location` |  | string \| null | no |  |  | Položaj objekta unutar slike. |
| `new_vgl.objects[].relationship` |  | string | yes |  |  | Odnos objekta prema drugim objektima na slici. |
| `new_vgl.objects[].relative_size` |  | string \| null | no |  |  | Veličina objekta u odnosu na sliku. |
| `new_vgl.objects[].shape_and_color` |  | string \| null | no |  |  | Oblik i boja objekta. |
| `new_vgl.objects[].texture` |  | string \| null | no |  |  | Tekstura objekta. |
| `new_vgl.objects[].appearance_details` |  | string \| null | no |  |  | Pojedinosti koje opisuju izgled objekta. |
| `new_vgl.objects[].number_of_objects` |  | integer \| null | no |  |  | Broj objekata unutar slike. |
| `new_vgl.objects[].pose` |  | string \| null | no |  |  | Poza prikazanog objekta. |
| `new_vgl.objects[].expression` |  | string \| null | no |  |  | Izraz prikazanog objekta. |
| `new_vgl.objects[].clothing` |  | string \| null | no |  |  | Odjeća koju nosi prikazani objekt. |
| `new_vgl.objects[].action` |  | string \| null | no |  |  | Radnja koju izvodi prikazani objekt. |
| `new_vgl.objects[].gender` |  | string \| null | no |  |  | Spol prikazanog objekta. |
| `new_vgl.objects[].skin_tone_and_texture` |  | string \| null | no |  |  | Tekstura i ton kože prikazanog objekta. |
| `new_vgl.objects[].orientation` |  | string \| null | no |  |  | Orijentacija prikazanog objekta. |
| `new_vgl.background_setting` |  | string \| null | no |  |  | Postavke pozadine generirane slike. |
| `new_vgl.lighting` |  | object {conditions, direction, shadows} \| null | no |  |  | Osvjetljenje generirane slike. |
| `new_vgl.lighting.conditions` |  | string \| null | no |  |  | Uvjeti osvjetljenja generirane slike. |
| `new_vgl.lighting.direction` |  | string \| null | no |  |  | Smjer osvjetljenja generirane slike. |
| `new_vgl.lighting.shadows` |  | string \| null | no |  |  | Sjene koje treba prikazati u generiranoj slici. |
| `new_vgl.aesthetics` |  | object {composition, color_scheme, mood_atmosphere, preference_score, aesthetic_score} \| null | no |  |  | Estetske značajke generirane slike. |
| `new_vgl.aesthetics.composition` |  | string \| null | no |  |  | Kompozicija generirane slike. |
| `new_vgl.aesthetics.color_scheme` |  | string \| null | no |  |  | Paleta boja generirane slike. |
| `new_vgl.aesthetics.mood_atmosphere` |  | string \| null | no |  |  | Ugođaj i atmosfera generirane slike. |
| `new_vgl.aesthetics.preference_score` |  | string \| null | no |  |  | Ocjena preferencije za sliku koja se generira. |
| `new_vgl.aesthetics.aesthetic_score` |  | string \| null | no |  |  | Estetska ocjena slike koja se generira. |
| `new_vgl.photographic_characteristics` |  | object {depth_of_field, focus, camera_angle, lens_focal_length} \| null | no |  |  | Fotografska svojstva generirane slike. |
| `new_vgl.photographic_characteristics.depth_of_field` |  | string \| null | no |  |  | Dubina polja generirane slike. |
| `new_vgl.photographic_characteristics.focus` |  | string \| null | no |  |  | Fokus generirane slike. |
| `new_vgl.photographic_characteristics.camera_angle` |  | string \| null | no |  |  | Kut kamere za generiranu sliku. |
| `new_vgl.photographic_characteristics.lens_focal_length` |  | string \| null | no |  |  | Postavka objektiva za generiranu sliku, izražena žarišnom duljinom. |
| `new_vgl.style_medium` |  | string \| null | no |  |  | Stilski medij generirane slike. |
| `new_vgl.text_render` |  | array of any \| null | no | `[]` |  | Popis tekstualnih unosa koje treba uključiti u sliku. |
| `new_vgl.context` |  | string \| null | no |  |  | Kontekst generirane slike. |
| `new_vgl.artistic_style` |  | string \| null | no |  |  | Umjetnički stil generirane slike. |
| `new_vgl.edit_instruction` |  | string \| null | no |  |  | Uputa koja opisuje kako urediti sliku. |
| `seed` |  | integer | no | `5555` |  | Seed koji upravlja nasumičnošću radi ponovljivih rezultata. |
| `steps_num` |  | integer | no | `30` | 20 – 50 | Ukupan broj koraka zaključivanja. |
| `negative_prompt` |  | string | no | `` |  | Negativni prompt upotrijebljen pri generiranju slika. |
| `guidance_scale` |  | number \| integer | no | `5` |  | Razina tekstualnog usmjeravanja. |

File parameters (`image`, `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/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/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/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/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/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
      }
    ],
    "vgl": {},
    "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} | Slika koju je proizveo model. |
| `images` | array of object {url, content_type, file_name, file_size, width, height} | Slike proizvedene generiranjem. |
| `vgl` | object | VGL dokument upotrijebljen za generiranje slike. |
| `structured_instruction` | object | Zastarjeli alias za isti dokument; umjesto toga upotrijebite `vgl`. |

## Related models

- [Fibo Edit \[Add Object by Text\]](https://doitong.com/developers/models/bria/fibo-edit/add_object_by_text.md) (`bria/fibo-edit/add_object_by_text`): $0.04 / image
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- [Fibo Edit \[Colorize\]](https://doitong.com/developers/models/bria/fibo-edit/colorize.md) (`bria/fibo-edit/colorize`): $0.04 / image
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- [Fibo Edit \[Replace Object by Text\]](https://doitong.com/developers/models/bria/fibo-edit/replace_object_by_text.md) (`bria/fibo-edit/replace_object_by_text`): $0.04 / image
- [Fibo Edit \[Reseason\]](https://doitong.com/developers/models/bria/fibo-edit/reseason.md) (`bria/fibo-edit/reseason`): $0.04 / image
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## Links

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