# Fibo · Structured Prompt API

> Hubadilisha kidokezo au picha ya marejeleo kuwa maelezo ya JSON yaliyopangwa ya Fibo badala ya kutoa picha

Endpoint inayofanya kazi kama modeli ya lugha na kurudisha kidokezo chenye muundo kwa ajili ya picha badala ya picha yenyewe. Maingizo ni `prompt`, `structured_prompt` iliyopo au `image_url` ya rejeleo, pamoja na `seed`. Tokeo la JSON linajumuisha sehemu kama vile urembo, mwangaza, vitu, sifa za upigaji picha, maelezo mafupi, nyenzo za mtindo na maandishi ya kurenda.

- Model id: `bria/fibo/generate/structured_prompt`
- Made by: Bria AI
- Category: LLM
- Output: json
- Price: $0.01 / request (cheapest run $0.01 (10 API credits))
- Run: `POST https://api.doitong.com/v1/run/bria/fibo/generate/structured_prompt`
- Quote: `POST https://api.doitong.com/v1/quote/bria/fibo/generate/structured_prompt`
- Docs page: https://doitong.com/sw/developers/models/bria/fibo/generate/structured_prompt

## Pricing

Price: **$0.01 / request**. Billed once per request.

The full example input below costs $0.01 = 10 API credits (1 request × 10 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/generate/structured_prompt` 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 |
|---|---|---|---|---|---|---|
| `prompt` |  | string \| null | no |  |  | Kidokezo kilichotumiwa kuzalisha picha. |
| `structured_prompt` |  | object {short_description, objects, background_setting, lighting, aesthetics, photographic_characteristics, style_medium, text_render, context, artistic_style, trigger_word, sub_trigger_word, art_direction, action_description, actor_prefix} \| null | no |  |  | Kidokezo kilichopangwa kinachotumiwa kwa uzalishaji wa picha. |
| `structured_prompt.short_description` |  | string \| null | no |  |  | Maelezo mafupi ya picha ya tokeo inayokusudiwa. |
| `structured_prompt.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 | `[]` |  | Bainisha maudhui ya picha iliyozalishwa kama orodha, ukirekodi sifa za kila kitu na uhusiano wake na vitu vingine vilivyoonyeshwa. |
| `structured_prompt.objects[].description` |  | string \| null | no |  |  | Maelezo ya kitu cha tokeo kinachokusudiwa. |
| `structured_prompt.objects[].location` |  | string \| null | no |  |  | Mahali pa kitu ndani ya picha. |
| `structured_prompt.objects[].relationship` |  | string | yes |  |  | Uhusiano wa kitu na vitu vingine vya picha. |
| `structured_prompt.objects[].relative_size` |  | string \| null | no |  |  | Ukubwa wa kitu ukilinganishwa na picha. |
| `structured_prompt.objects[].shape_and_color` |  | string \| null | no |  |  | Umbo na rangi ya kitu. |
| `structured_prompt.objects[].texture` |  | string \| null | no |  |  | Umbile la kitu. |
| `structured_prompt.objects[].appearance_details` |  | string \| null | no |  |  | Maelezo yanayoeleza mwonekano wa kitu. |
| `structured_prompt.objects[].number_of_objects` |  | integer \| null | no |  |  | Idadi ya vitu ndani ya picha. |
| `structured_prompt.objects[].pose` |  | string \| null | no |  |  | Mkao wa kitu kilichoonyeshwa. |
| `structured_prompt.objects[].expression` |  | string \| null | no |  |  | Mwonekano wa hisia unaoonyeshwa na kitu. |
| `structured_prompt.objects[].clothing` |  | string \| null | no |  |  | Mavazi yanayovaliwa na kitu kilichoonyeshwa. |
| `structured_prompt.objects[].action` |  | string \| null | no |  |  | Kitendo kinachofanywa na kitu kilichoonyeshwa. |
| `structured_prompt.objects[].gender` |  | string \| null | no |  |  | Jinsia ya kitu kilichoonyeshwa. |
| `structured_prompt.objects[].skin_tone_and_texture` |  | string \| null | no |  |  | Umbile na rangi ya ngozi ya kitu kilichoonyeshwa. |
| `structured_prompt.objects[].orientation` |  | string \| null | no |  |  | Mwelekeo wa kitu kilichoonyeshwa. |
| `structured_prompt.background_setting` |  | string \| null | no |  |  | Mandharinyuma ya picha iliyozalishwa. |
| `structured_prompt.lighting` |  | object {conditions, direction, shadows} \| null | no |  |  | Mwangaza wa picha iliyozalishwa. |
| `structured_prompt.lighting.conditions` |  | string \| null | no |  |  | Masharti ya mwangaza wa picha iliyozalishwa. |
| `structured_prompt.lighting.direction` |  | string \| null | no |  |  | Mwelekeo wa mwangaza wa picha iliyozalishwa. |
| `structured_prompt.lighting.shadows` |  | string \| null | no |  |  | Vivuli vya kuonyesha kwenye picha iliyozalishwa. |
| `structured_prompt.aesthetics` |  | object {composition, color_scheme, mood_atmosphere, aesthetic_score, preference_score} \| null | no |  |  | Sifa za uzuri wa picha iliyozalishwa. |
| `structured_prompt.aesthetics.composition` |  | string \| null | no |  |  | Muundo wa picha iliyozalishwa. |
| `structured_prompt.aesthetics.color_scheme` |  | string \| null | no |  |  | Rangi kuu za picha iliyozalishwa. |
| `structured_prompt.aesthetics.mood_atmosphere` |  | string \| null | no |  |  | Hisia na anga ya picha iliyozalishwa. |
| `structured_prompt.aesthetics.aesthetic_score` |  | string \| null | no |  |  | Alama ya uzuri wa picha inayozalishwa. |
| `structured_prompt.aesthetics.preference_score` |  | string \| null | no |  |  | Alama ya upendeleo wa picha inayozalishwa. |
| `structured_prompt.photographic_characteristics` |  | object {depth_of_field, focus, camera_angle, lens_focal_length} \| null | no |  |  | Sifa za picha ya picha iliyozalishwa. |
| `structured_prompt.photographic_characteristics.depth_of_field` |  | string \| null | no |  |  | Kina cha uwanja wa picha iliyozalishwa. |
| `structured_prompt.photographic_characteristics.focus` |  | string \| null | no |  |  | Fokasi ya picha iliyozalishwa. |
| `structured_prompt.photographic_characteristics.camera_angle` |  | string \| null | no |  |  | Pembe ya kamera ya picha iliyozalishwa. |
| `structured_prompt.photographic_characteristics.lens_focal_length` |  | string \| null | no |  |  | Mipangilio ya lenzi ya picha iliyozalishwa, iliyoonyeshwa kama urefu wa fokasi. |
| `structured_prompt.style_medium` |  | string \| null | no |  |  | Mwelekeo wa kisanaa wa picha iliyozalishwa. |
| `structured_prompt.text_render` |  | array of any \| null | no | `[]` |  | Orodha ya maingizo ya maandishi ya kujumuisha kwenye picha. |
| `structured_prompt.context` |  | string \| null | no |  |  | Muktadha wa picha iliyozalishwa. |
| `structured_prompt.artistic_style` |  | string \| null | no |  |  | Mtindo wa kisanaa wa picha iliyozalishwa. |
| `structured_prompt.trigger_word` |  | string \| null | no |  |  |  |
| `structured_prompt.sub_trigger_word` |  | string \| null | no |  |  |  |
| `structured_prompt.art_direction` |  | string \| null | no |  |  |  |
| `structured_prompt.action_description` |  | string \| null | no |  |  |  |
| `structured_prompt.actor_prefix` |  | string \| null | no |  |  |  |
| `image_url` | `image` | string (image URL) \| null | no |  |  | Picha ya marejeleo iliyotolewa kama faili au URL. |
| `seed` |  | integer | no | `5555` |  | Seed inayodhibiti ubahatishaji kwa matokeo yanayoweza kurudiwa. |

File parameters (`image`) 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
{
  "prompt": "A red fox trots through fresh snow at sunrise, soft golden light, shallow depth of field"
}
```

## 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/generate/structured_prompt?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "prompt": "A red fox trots through fresh snow at sunrise, soft golden light, shallow depth of field"
  }'

# 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/generate/structured_prompt?wait=20", {
  method: "POST",
  headers,
  body: JSON.stringify({
    "prompt": "A red fox trots through fresh snow at sunrise, soft golden light, shallow depth of field"
  }),
});
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 = {
    "prompt": "A red fox trots through fresh snow at sunrise, soft golden light, shallow depth of field",
}

# Run the model; wait up to 20 s for the finished result in the same call
r = requests.post(API + "/run/bria/fibo/generate/structured_prompt", 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/generate/structured_prompt",
      "input": {
        "prompt": "A red fox trots through fresh snow at sunrise, soft golden light, shallow depth of field"
      },
      "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/generate/structured_prompt",
  "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": 10,
    "usd": "0.01",
    "charged": 10,
    "refunded": 0
  },
  "input": {
    "prompt": "A red fox trots through fresh snow at sunrise, soft golden light, shallow depth of field"
  },
  "output": {
    "short_description": "string",
    "objects": [
      {
        "description": "string",
        "location": "string",
        "relationship": "string",
        "relative_size": "string",
        "shape_and_color": "string",
        "texture": "string",
        "appearance_details": "string",
        "number_of_objects": 1,
        "pose": "string",
        "expression": "string",
        "clothing": "string",
        "action": "string",
        "gender": "string",
        "skin_tone_and_texture": "string",
        "orientation": "string"
      }
    ],
    "background_setting": "string",
    "lighting": {
      "conditions": "string",
      "direction": "string",
      "shadows": "string"
    },
    "aesthetics": {
      "composition": "string",
      "color_scheme": "string",
      "mood_atmosphere": "string",
      "aesthetic_score": "string",
      "preference_score": "string"
    },
    "photographic_characteristics": {
      "depth_of_field": "string",
      "focus": "string",
      "camera_angle": "string",
      "lens_focal_length": "string"
    },
    "style_medium": "string",
    "text_render": [],
    "context": "string",
    "artistic_style": "string"
  },
  "outputs": [
    {
      "type": "file",
      "url": "https://content.doitong.com/dev-api/2026/10/20/req_8k2m4q7x1z9c3v5b6n0p2r4t/0-output.jpeg",
      "content_type": "image/jpeg",
      "file_size": 1843200,
      "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 |
|---|---|---|
| `short_description` | string \| null | Maelezo mafupi ya picha ya tokeo inayokusudiwa. |
| `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 | Bainisha maudhui ya picha iliyozalishwa kama orodha, ukirekodi sifa za kila kitu na uhusiano wake na vitu vingine vilivyoonyeshwa. |
| `background_setting` | string \| null | Mandharinyuma ya picha iliyozalishwa. |
| `lighting` | object {conditions, direction, shadows} \| null | Mwangaza wa picha iliyozalishwa. |
| `aesthetics` | object {composition, color_scheme, mood_atmosphere, aesthetic_score, preference_score} \| null | Sifa za uzuri wa picha iliyozalishwa. |
| `photographic_characteristics` | object {depth_of_field, focus, camera_angle, lens_focal_length} \| null | Sifa za picha ya picha iliyozalishwa. |
| `style_medium` | string \| null | Mwelekeo wa kisanaa wa picha iliyozalishwa. |
| `text_render` | array of any \| null | Orodha ya maingizo ya maandishi ya kujumuisha kwenye picha. |
| `context` | string \| null | Muktadha wa picha iliyozalishwa. |
| `artistic_style` | string \| null | Mtindo wa kisanaa wa picha iliyozalishwa. |

## Related models

- [Fibo](https://doitong.com/developers/models/bria/fibo/generate.md) (`bria/fibo/generate`): $0.04 / image
- [Fibo Edit \[Structured Instruction\]](https://doitong.com/developers/models/bria/fibo-edit/edit/structured_instruction.md) (`bria/fibo-edit/edit/structured_instruction`): $0.01 / request
- [Fibo Lite · Structured Prompt](https://doitong.com/developers/models/bria/fibo-lite/generate/structured_prompt.md) (`bria/fibo-lite/generate/structured_prompt`): $0.008 / request
- [Bytedance Seed V2 Mini](https://doitong.com/developers/models/bytedance/seed/v2/mini.md) (`bytedance/seed/v2/mini`): $0.0001 / 1000 tokens
- [Mureka 9.5 Lyrics Generation](https://doitong.com/developers/models/mureka/api/generate/lyrics.md) (`mureka/api/generate/lyrics`): $0.0135 / request
- [Nemotron 3 Nano Omni](https://doitong.com/developers/models/nvidia/nemotron-3-nano-omni.md) (`nvidia/nemotron-3-nano-omni`): $0.01 / run
- [NVIDIA Nemotron 3.5 Super Text](https://doitong.com/developers/models/nvidia/nemotron-3-5-super/text.md) (`nvidia/nemotron-3-5-super/text`): $0.01 / run
- [OpenRouter](https://doitong.com/developers/models/openrouter/router.md) (`openrouter/router`): $0.01 / usage unit

## Links

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