Fibo 2.0 Edit

Unganisha

Kitambulisho cha modeli bria/fibo-2/edit

# 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/bria/fibo-2/edit?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "images": [
      "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"

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/bria/fibo-2/edit?wait=20", {
  method: "POST",
  headers,
  body: JSON.stringify({
    "images": [
      "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 + ")");

import os
import requests

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

payload = {
    "images": [
        "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/bria/fibo-2/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"])

# 1. Connect once (Claude Code; Cursor, VS Code, Claude Desktop: https://doitong.com/sw/developers/docs/mcp)
claude mcp add --transport http doitong-models https://api.doitong.ru/v1/mcp \
  --header "Authorization: Bearer $DOITONG_API_KEY"

# 2. Your agent calls the "run" tool with:
{
  "model_id": "bria/fibo-2/edit",
  "input": {
    "images": [
      "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg"
    ]
  }
}

Piga modeli ya Fibo 2.0 Edit (bria/fibo-2/edit) kupitia Doitong API. Nyaraka za mawakala: https://doitong.com/sw/developers/models/bria/fibo-2/edit.md

POST https://api.doitong.ru/v1/run/bria/fibo-2/edit?wait=20
Authorization: Bearer $DOITONG_API_KEY
Content-Type: application/json

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

Ikiwa hali ya jibu ni "queued" au "running", piga GET https://api.doitong.ru/v1/requests/REQUEST_ID?wait=20 mara kwa mara hadi iwe "succeeded"; faili ziko kwenye outputs[].url. POST https://api.doitong.ru/v1/quote/bria/fibo-2/edit yenye mwili uleule hurejesha bei kamili kabla ya kuendesha.

Ombi hili: $ 0.04 salio za API 40 · ≈ ₽ 4.22 Iendeshe kwenye ukurasa huu

Pata ufunguo wa API

Bria AI Uhariri wa Picha #image-editing#instruction-based-image-editing#reference-images#e-commerce

Kihariri kinachotumia maagizo, kinachopokea picha 1 hadi 4, pamoja na maski ya hiari kwa uhariri wa maeneo ya picha moja

OpenAPI Markdown

Bria AI · Picha

Tokeo lako la kwanza linaonekana hapa

Unda ombi hapa chini na uliendeshe kwa ufunguo wako wa API. Matokeo yanakiliwa kwenye hifadhi yetu, yakihifadhiwa milele au 7 siku bila malipo.

Unda ombi

Vidhibiti vinazalishwa kutoka kwenye schema ya modeli. Msimbo na bei husasishwa unapovibadilisha.

images •inahitajika image_urls

Dondosha faili, au · hadi 4

Ingizo za kuhariri zilizopewa faharasa kulingana na mpangilio wa uwasilishaji kama <image_1>, <image_2>, na kadhalika kwa matumizi katika maagizo. Wasilisha picha 1–4 kama faili au URL.

aspect_ratio

Mipangilio ya uwiano wa picha kwa tokeo la takribani megapikseli moja; picha moja ya ingizo huhifadhi uwiano wake bila kujali mpangilio huu. Kwa maingizo mengi, kutoweka mpangilio hutumia uwiano wa picha ya kwanza.

Ya kina instruction · mask · seed · vgl

instruction

Maelekezo ya kuhariri yanayorekebisha 'vgl' yanapowasilishwa pamoja nayo. Vinginevyo, ombi huru hupanuliwa kuwa hati ya VGL na kujumuishwa kwenye jibu.

mask mask_url

Dondosha faili, au

Barakoa ya kuhariri kwa maombi yenye picha moja, iliyotolewa kama faili au URL yenye vipimo vinavyolingana na picha hiyo. Nyeupe huonyesha maeneo ya kuzalisha upya; nyeusi huonyesha kila kitu kingine. Tokeo hutumia vipimo vya ingizo na huhifadhi pikseli zake nje ya barakoa.

seed chaguomsingi 5555

Seed inayodhibiti ubahatishaji kwa matokeo yanayoweza kurudiwa, kutoka 0 hadi 2147483647.

vgl

Hati ya VGL (Visual Generation Language) inayoweza kutumiwa tena kutoka kwa jibu la awali. Pamoja na 'instruction', inawakilisha picha ya kwanza na hutoa msingi wa kuhariri; bila 'instruction', hubainisha uhariri bila mabadiliko na lazima iwe na 'edit_instruction'.

POST /run/bria/fibo-2/edit?wait=20 makadirio → $ 0.04

# 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/bria/fibo-2/edit?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "images": [
      "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"

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/bria/fibo-2/edit?wait=20", {
  method: "POST",
  headers,
  body: JSON.stringify({
    "images": [
      "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 + ")");

import os
import requests

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

payload = {
    "images": [
        "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/bria/fibo-2/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"])

{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "run",
    "arguments": {
      "model_id": "bria/fibo-2/edit",
      "input": {
        "images": [
          "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg"
        ]
      },
      "wait_seconds": 20
    }
  }
}

Endesha ombi hili

Ufunguo wa API

Key yako inabaki kwenye kivinjari hiki: inatumwa kwa Doitong API pekee na kuhifadhiwa (localStorage) tu ukiweka tiki kwenye Kumbuka. Kumbuka katika kivinjari hiki Pata ufunguo wa API

Kuhusu Fibo 2.0 Edit

Huhariri picha moja hadi nne zilizotolewa katika `image_urls`, huku `instruction` ikizirejelea kama <image_1>, <image_2> na kuendelea. Kinafaa kwa kubadilisha mandharinyuma na kupanga upya bidhaa. `mask_url` huweka kikomo cha uhariri kwenye eneo katika maombi ya picha moja. `aspect_ratio` hutoa thamani 16 zilizoorodheshwa, na hati iliyoundwa ya `vgl` inaweza kutumwa au kutumiwa tena.

Vigezo

Tuma jina rasmi au jina asilia, si yote mawili. Majina rasmi

JinaAina ChaguomsingiInaruhusiwa Maelezo

image_urlsinahitajika images

Ainaurl[] · image

≤ vipengee 4

Ingizo za kuhariri zilizopewa faharasa kulingana na mpangilio wa uwasilishaji kama <image_1>, <image_2>, na kadhalika kwa matumizi katika maagizo. Wasilisha picha 1–4 kama faili au URL.

instructionsi lazima

Ainastring | null

Maelekezo ya kuhariri yanayorekebisha 'vgl' yanapowasilishwa pamoja nayo. Vinginevyo, ombi huru hupanuliwa kuwa hati ya VGL na kujumuishwa kwenye jibu.

aspect_ratiosi lazima

Ainaenum

1:11:21:31:41:52:12:33:13:23:44:14:34:55:15:49:16

+5 zaidi

9:2110:1616:916:1021:9

seedsi lazima

Ainainteger

Chaguomsingi5555

0 – 2,147,483,647

Seed inayodhibiti ubahatishaji kwa matokeo yanayoweza kurudiwa, kutoka 0 hadi 2147483647.

mask_urlsi lazima mask

Ainaurl · image

vglsi lazima

Ainaobject

vgl.short_descriptionsi lazima

Ainastring | null

Maelezo mafupi ya picha ya tokeo inayokusudiwa.

vgl.objectssi lazima

Ainaobject[]

Chaguomsingi[]

Bainisha maudhui ya picha iliyozalishwa kama orodha, ukirekodi sifa za kila kitu na uhusiano wake na vitu vingine vilivyoonyeshwa.

vgl.objects[].descriptionsi lazima

Ainastring | null

Maelezo ya kitu cha tokeo kinachokusudiwa.

vgl.objects[].locationsi lazima

Ainastring | null

Mahali pa kitu ndani ya picha.

vgl.objects[].relationshipinahitajika

Ainastring

Uhusiano wa kitu na vitu vingine vya picha.

vgl.objects[].relative_sizesi lazima

Ainastring | null

Ukubwa wa kitu ukilinganishwa na picha.

vgl.objects[].shape_and_colorsi lazima

Ainastring | null

Umbo na rangi ya kitu.

vgl.objects[].texturesi lazima

Ainastring | null

Umbile la kitu.

vgl.objects[].appearance_detailssi lazima

Ainastring | null

Maelezo yanayoeleza mwonekano wa kitu.

vgl.objects[].number_of_objectssi lazima

Ainainteger | null

Idadi ya vitu ndani ya picha.

vgl.objects[].posesi lazima

Ainastring | null

Mkao wa kitu kilichoonyeshwa.

vgl.objects[].expressionsi lazima

Ainastring | null

Mwonekano wa hisia unaoonyeshwa na kitu.

vgl.objects[].clothingsi lazima

Ainastring | null

Mavazi yanayovaliwa na kitu kilichoonyeshwa.

vgl.objects[].actionsi lazima

Ainastring | null

Kitendo kinachofanywa na kitu kilichoonyeshwa.

vgl.objects[].gendersi lazima

Ainastring | null

Jinsia ya kitu kilichoonyeshwa.

vgl.objects[].skin_tone_and_texturesi lazima

Ainastring | null

Umbile na rangi ya ngozi ya kitu kilichoonyeshwa.

vgl.objects[].orientationsi lazima

Ainastring | null

Mwelekeo wa kitu kilichoonyeshwa.

vgl.background_settingsi lazima

Ainastring | null

Mandharinyuma ya picha iliyozalishwa.

vgl.lightingsi lazima

Ainaobject

Mwangaza wa picha iliyozalishwa.

vgl.lighting.conditionssi lazima

Ainastring | null

Masharti ya mwangaza wa picha iliyozalishwa.

vgl.lighting.directionsi lazima

Ainastring | null

Mwelekeo wa mwangaza wa picha iliyozalishwa.

vgl.lighting.shadowssi lazima

Ainastring | null

Vivuli vya kuonyesha kwenye picha iliyozalishwa.

vgl.aestheticssi lazima

Ainaobject

Sifa za uzuri wa picha iliyozalishwa.

vgl.aesthetics.compositionsi lazima

Ainastring | null

Muundo wa picha iliyozalishwa.

vgl.aesthetics.color_schemesi lazima

Ainastring | null

Rangi kuu za picha iliyozalishwa.

vgl.aesthetics.mood_atmospheresi lazima

Ainastring | null

Hisia na anga ya picha iliyozalishwa.

vgl.photographic_characteristicssi lazima

Ainaobject

Sifa za picha ya picha iliyozalishwa.

vgl.photographic_characteristics.depth_of_fieldsi lazima

Ainastring | null

Kina cha uwanja wa picha iliyozalishwa.

vgl.photographic_characteristics.focussi lazima

Ainastring | null

Fokasi ya picha iliyozalishwa.

vgl.photographic_characteristics.camera_anglesi lazima

Ainastring | null

Pembe ya kamera ya picha iliyozalishwa.

vgl.photographic_characteristics.lens_focal_lengthsi lazima

Ainastring | null

Mipangilio ya lenzi ya picha iliyozalishwa, iliyoonyeshwa kama urefu wa fokasi.

vgl.style_mediumsi lazima

Ainastring | null

Mwelekeo wa kisanaa wa picha iliyozalishwa.

vgl.text_rendersi lazima

Ainaobject[]

Chaguomsingi[]

Orodha ya maingizo ya maandishi ya kujumuisha kwenye picha.

vgl.text_render[].textinahitajika

Ainastring

Maandishi ya kuwasilisha, pia yanayoonyeshwa kwa fibo-2 kama picha ili kusaidia kurudia kwa usahihi maneno yaliyotolewa.

vgl.text_render[].locationsi lazima

Ainastring | null

Mahali pa maandishi ndani ya picha.

vgl.text_render[].sizesi lazima

Ainastring | null

Ukubwa wa maandishi ndani ya picha.

vgl.text_render[].colorsi lazima

Ainastring | null

Rangi inayotumika kwa maandishi.

vgl.text_render[].fontsi lazima

Ainastring | null

Mtindo wa fonti wa maandishi.

vgl.text_render[].appearance_detailssi lazima

Ainastring | null

Maelezo ya ziada muhimu kuhusu mwonekano wa maandishi.

vgl.contextsi lazima

Ainastring | null

Muktadha wa picha iliyozalishwa.

vgl.artistic_stylesi lazima

Ainastring | null

Mtindo wa kisanaa wa picha iliyozalishwa.

vgl.edit_instructionsi lazima

Ainastring | null

Maagizo yanayoeleza jinsi ya kuhariri picha.

inahitajika Jina rasmi, pia linakubalika

Vigezo vya faili vinakubali URL ya umma ya https://, data: URI ya hadi 10 MB, au file_url ya upakiaji. Faili

Tokeo

GET /requests/req_8k2m4q7x1z9c3v5b6n0p2r4t

{
  "id": "req_8k2m4q7x1z9c3v5b6n0p2r4t",
  "object": "request",
  "model": "bria/fibo-2/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": {
    "image_urls": [
      "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg"
    ]
  },
  "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": {}
  },
  "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"
  }
}

Faili zako, chaguo lakoKila outputs[].url ni nakala kwenye hifadhi yetu: huhifadhiwa milele (hutozwa kwa GB kwa mwezi) au 7 siku bila malipo, kulingana na mpangilio wa akaunti yako au ?storage=.

Muundo uleule kwenye kila modelitype, url, content_type, width, height na duration, kwa picha, video na sauti. output ni kitu cha matokeo cha modeli yenyewe.

Sehemu za tokeo

image: object {url, content_type, file_name, file_size, width, height}Picha inayotokana na uhariri.
images: array of object {url, content_type, file_name, file_size, width, height}Orodha ya picha inayolingana na muundo unaorejeshwa na programu nyingine za FIBO; ingizo lake pekee ni picha hiyo hiyo.
vgl: objectVGL iliyotumiwa kwa uhariri, ikiwa na `edit_instruction` yake.

Miundo zaidi: Uhariri wa Picha

Kwa mawakala wa AI: ukurasa huu katika Markdown unapatikana kwenye https://doitong.com/sw/developers/models/bria/fibo-2/edit.md. Modeli na miongozo yote: https://doitong.com/developers/llms.txt

Tokeo lako la kwanza linaonekana hapa

Unda ombi

Endesha ombi hili

Kuhusu Fibo 2.0 Edit

Vigezo

Tokeo

Tofauti nyingine za Fibo 2.0

Fibo 2.0 Generate Tofauti: 2

Miundo zaidi: Uhariri wa Picha

FLUX.1 Kontext [pro] Tofauti: 7

GPT Image 2.5 Edit Tofauti: 4

Nano Banana 2 Edit Tofauti: 2

Nano Banana Pro Edit Tofauti: 2