Fibo Edit 1.5 Image Editing
Integriruj
bria/fibo-edit-1.5/edit
# 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 $DOITONG_API_KEY"
const API = "https://api.doitong.com/v1";
const headers = {
"Authorization": "Bearer " + process.env.DOITONG_API_KEY,
"Content-Type": "application/json",
};
// Run the model; wait up to 20 s for the finished result in the same call
let res = await fetch(API + "/run/bria/fibo-edit-1.5/edit?wait=20", {
method: "POST",
headers,
body: JSON.stringify({}),
});
let request = await res.json();
if (!res.ok) throw new Error(request.error.code + ": " + request.error.message);
// Not finished yet: long-poll until it is
while (request.status === "queued" || request.status === "running") {
res = await fetch(API + "/requests/" + request.id + "?wait=20", { headers });
request = await res.json();
}
if (request.status !== "succeeded") throw new Error(JSON.stringify(request.error));
console.log(request.outputs.map((o) => o.url), request.cost.credits + " API credits ($" + request.cost.usd + ")");
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"])
# 1. Connect once (Claude Code; Cursor, VS Code, Claude Desktop: https://doitong.com/rom/developers/docs/mcp)
claude mcp add --transport http doitong-models https://api.doitong.com/v1/mcp \
--header "Authorization: Bearer $DOITONG_API_KEY"
# 2. Your agent calls the "run" tool with:
{
"model_id": "bria/fibo-edit-1.5/edit",
"input": {}
}
Kall o Fibo Edit 1.5 Image Editing modelo (bria/fibo-edit-1.5/edit) vas o Doitong API. Dokumentacia vaš agentura: https://doitong.com/rom/developers/models/bria/fibo-edit-1.5/edit.md
POST https://api.doitong.com/v1/run/bria/fibo-edit-1.5/edit?wait=20
Authorization: Bearer $DOITONG_API_KEY
Content-Type: application/json
{}
Te o response status si "queued" vaj "running", ker polling GET https://api.doitong.com/v1/requests/REQUEST_ID?wait=20 dži kaj te avel "succeeded"; e fajlo si andro outputs[].url. POST https://api.doitong.com/v1/quote/bria/fibo-edit-1.5/edit sa jekhe body-esa del o precizno molipen angl-o phiripen.
Kava mangipen: $0.04 40 API krediti Phir les kate
Tiro nevo API klidin. Dikhavel pes akana numa thaj si angleder ando kodo thaj ando API klidin kotor tele. Garav les: na thovel les ande kodo savo keren andre jekh browser.
Tiro prvo rezultato si kate
Ker tele jekh mangipen thaj phir les tire API klidinosa. E rezultatur si kopirime amare arakhipneste, vično vaj 7 dives bilačhes.
Ker jekh mangipen
O kontrolura kerde si katar e schemaske. O kodo thaj e cena menjinen sar tu len menjines.
/run/bria/fibo-edit-1.5/edit?wait=20
hesab → $0.04
# 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 $DOITONG_API_KEY"
const API = "https://api.doitong.com/v1";
const headers = {
"Authorization": "Bearer " + process.env.DOITONG_API_KEY,
"Content-Type": "application/json",
};
// Run the model; wait up to 20 s for the finished result in the same call
let res = await fetch(API + "/run/bria/fibo-edit-1.5/edit?wait=20", {
method: "POST",
headers,
body: JSON.stringify({}),
});
let request = await res.json();
if (!res.ok) throw new Error(request.error.code + ": " + request.error.message);
// Not finished yet: long-poll until it is
while (request.status === "queued" || request.status === "running") {
res = await fetch(API + "/requests/" + request.id + "?wait=20", { headers });
request = await res.json();
}
if (request.status !== "succeeded") throw new Error(JSON.stringify(request.error));
console.log(request.outputs.map((o) => o.url), request.cost.credits + " API credits ($" + request.cost.usd + ")");
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"])
{
"jsonrpc": "2.0",
"id": 1,
"method": "tools/call",
"params": {
"name": "run",
"arguments": {
"model_id": "bria/fibo-edit-1.5/edit",
"input": {},
"wait_seconds": 20
}
}
}
Phandel kava mangipen
Tiro kluč ačhel kadale browsereste: bičhalel pes numa ko Doitong API thaj šuvav pes (localStorage) numa te tiknes Remember. Le jekh API ključ
Palal Fibo Edit 1.5 Image Editing
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.
Parametra
Bičhalav vaj e kanonikano nav vaj e native nav, na duj. Kanonikane nava
image_urlsopcionalno
images
instructionopcionalno
aspect_ratioopcionalno
seedopcionalno
mask_urlopcionalno
mask
structured_instructionopcionalno
structured_instruction.short_descriptionopcionalno
structured_instruction.objectsopcionalno
structured_instruction.objects[].descriptionopcionalno
structured_instruction.objects[].locationopcionalno
structured_instruction.objects[].relationshiptrubul
structured_instruction.objects[].relative_sizeopcionalno
structured_instruction.objects[].shape_and_coloropcionalno
structured_instruction.objects[].textureopcionalno
structured_instruction.objects[].appearance_detailsopcionalno
structured_instruction.objects[].number_of_objectsopcionalno
structured_instruction.objects[].poseopcionalno
structured_instruction.objects[].expressionopcionalno
structured_instruction.objects[].clothingopcionalno
structured_instruction.objects[].actionopcionalno
structured_instruction.objects[].genderopcionalno
structured_instruction.objects[].skin_tone_and_textureopcionalno
structured_instruction.objects[].orientationopcionalno
structured_instruction.background_settingopcionalno
structured_instruction.lightingopcionalno
structured_instruction.lighting.conditionsopcionalno
structured_instruction.lighting.directionopcionalno
structured_instruction.lighting.shadowsopcionalno
structured_instruction.aestheticsopcionalno
structured_instruction.aesthetics.compositionopcionalno
structured_instruction.aesthetics.color_schemeopcionalno
structured_instruction.aesthetics.mood_atmosphereopcionalno
structured_instruction.aesthetics.aesthetic_scoreopcionalno
structured_instruction.aesthetics.preference_scoreopcionalno
structured_instruction.photographic_characteristicsopcionalno
structured_instruction.photographic_characteristics.depth_of_fieldopcionalno
structured_instruction.photographic_characteristics.focusopcionalno
structured_instruction.photographic_characteristics.camera_angleopcionalno
structured_instruction.photographic_characteristics.lens_focal_lengthopcionalno
structured_instruction.style_mediumopcionalno
structured_instruction.text_renderopcionalno
structured_instruction.contextopcionalno
structured_instruction.artistic_styleopcionalno
structured_instruction.edit_instructionopcionalno
Fajloske parametra lel jekh publikano https:// URL, jekh data: URI dži 10 MB, vaj e file_url uploadoski. Fajlura
Rezultato
{
"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"
}
}
Outputoske fieldura
- 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
- objectPušardo interpretacija e briefoski, dindi sar strukturirime instrukcija savi si čačes kerdi. Lel ande thaj o built-in instrukcija thaj sa sadržaj dino prekal `instruction`.
Aver variantura e Bria Fibo Edit 1.5
Bute modeli: Editime e kipesko
AI agentenge: kadija rig sar Markdown si kate https://doitong.com/rom/developers/models/bria/fibo-edit-1.5/edit.md. Sa e modelura thaj e gidura: https://doitong.com/developers/llms.txt






