Fibo Edit
Integrate
bria/fibo-edit/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-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.ru/v1/requests/REQUEST_ID?wait=20" \
-H "Authorization: Bearer $DOITONG_API_KEY"
const API = "https://api.doitong.ru/v1";
const headers = {
"Authorization": "Bearer " + process.env.DOITONG_API_KEY,
"Content-Type": "application/json",
};
// Run the model; wait up to 20 s for the finished result in the same call
let res = await fetch(API + "/run/bria/fibo-edit/edit?wait=20", {
method: "POST",
headers,
body: JSON.stringify({}),
});
let request = await res.json();
if (!res.ok) throw new Error(request.error.code + ": " + request.error.message);
// Not finished yet: long-poll until it is
while (request.status === "queued" || request.status === "running") {
res = await fetch(API + "/requests/" + request.id + "?wait=20", { headers });
request = await res.json();
}
if (request.status !== "succeeded") throw new Error(JSON.stringify(request.error));
console.log(request.outputs.map((o) => o.url), request.cost.credits + " API credits ($" + request.cost.usd + ")");
import os
import requests
API = "https://api.doitong.ru/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"])
# 1. Connect once (Claude Code; Cursor, VS Code, Claude Desktop: https://doitong.com/en-US/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-edit/edit",
"input": {}
}
Call the Fibo Edit model (bria/fibo-edit/edit) through the Doitong API. Docs for agents: https://doitong.com/en-US/developers/models/bria/fibo-edit/edit.md
POST https://api.doitong.ru/v1/run/bria/fibo-edit/edit?wait=20
Authorization: Bearer $DOITONG_API_KEY
Content-Type: application/json
{}
If the response status is "queued" or "running", poll GET https://api.doitong.ru/v1/requests/REQUEST_ID?wait=20 until it is "succeeded"; the files are in outputs[].url. POST https://api.doitong.ru/v1/quote/bria/fibo-edit/edit with the same body returns the exact price before the run.
This request: $0.04 40 API credits · ≈ ₽4.19 Run it on this page
Your new API key. It is shown only now and is already in the code and in the API key field below. Keep it secret: never put it in code that runs in a browser.
Your first result goes here
Build a request below and run it with your API key. Outputs are copied to our storage, kept forever or 7 days for free.
Build a request
Controls are generated from the model schema. The code and the price update as you change them.
/run/bria/fibo-edit/edit?wait=20
quote → $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-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.ru/v1/requests/REQUEST_ID?wait=20" \
-H "Authorization: Bearer $DOITONG_API_KEY"
const API = "https://api.doitong.ru/v1";
const headers = {
"Authorization": "Bearer " + process.env.DOITONG_API_KEY,
"Content-Type": "application/json",
};
// Run the model; wait up to 20 s for the finished result in the same call
let res = await fetch(API + "/run/bria/fibo-edit/edit?wait=20", {
method: "POST",
headers,
body: JSON.stringify({}),
});
let request = await res.json();
if (!res.ok) throw new Error(request.error.code + ": " + request.error.message);
// Not finished yet: long-poll until it is
while (request.status === "queued" || request.status === "running") {
res = await fetch(API + "/requests/" + request.id + "?wait=20", { headers });
request = await res.json();
}
if (request.status !== "succeeded") throw new Error(JSON.stringify(request.error));
console.log(request.outputs.map((o) => o.url), request.cost.credits + " API credits ($" + request.cost.usd + ")");
import os
import requests
API = "https://api.doitong.ru/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"])
{
"jsonrpc": "2.0",
"id": 1,
"method": "tools/call",
"params": {
"name": "run",
"arguments": {
"model_id": "bria/fibo-edit/edit",
"input": {},
"wait_seconds": 20
}
}
}
Run this request
Your key stays in this browser: it is sent only to the Doitong API and saved (localStorage) only if you tick Remember. Get an API key
About Fibo Edit
Edits an image with fine control. Inputs include `image_url`, an optional `mask_url`, and either an `instruction` or a prebuilt `vgl`. Alternatively give `original_vgl` and `new_vgl` to edit by their difference. `steps_num` ranges from 20 to 50 (default 30), with `guidance_scale`, `negative_prompt` and `seed` also available.
Parameters
Send either the canonical name or the native name, not both. Canonical names
image_urloptional
image
mask_urloptional
mask
instructionoptional
vgloptional
vgl.short_descriptionoptional
vgl.objectsoptional
vgl.objects[].descriptionoptional
vgl.objects[].locationoptional
vgl.objects[].relationshiprequired
vgl.objects[].relative_sizeoptional
vgl.objects[].shape_and_coloroptional
vgl.objects[].textureoptional
vgl.objects[].appearance_detailsoptional
vgl.objects[].number_of_objectsoptional
vgl.objects[].poseoptional
vgl.objects[].expressionoptional
vgl.objects[].clothingoptional
vgl.objects[].actionoptional
vgl.objects[].genderoptional
vgl.objects[].skin_tone_and_textureoptional
vgl.objects[].orientationoptional
vgl.background_settingoptional
vgl.lightingoptional
vgl.lighting.conditionsoptional
vgl.lighting.directionoptional
vgl.lighting.shadowsoptional
vgl.aestheticsoptional
vgl.aesthetics.compositionoptional
vgl.aesthetics.color_schemeoptional
vgl.aesthetics.mood_atmosphereoptional
vgl.aesthetics.preference_scoreoptional
vgl.aesthetics.aesthetic_scoreoptional
vgl.photographic_characteristicsoptional
vgl.photographic_characteristics.depth_of_fieldoptional
vgl.photographic_characteristics.focusoptional
vgl.photographic_characteristics.camera_angleoptional
vgl.photographic_characteristics.lens_focal_lengthoptional
vgl.style_mediumoptional
vgl.text_renderoptional
vgl.contextoptional
vgl.artistic_styleoptional
vgl.edit_instructionoptional
original_vgloptional
original_vgl.short_descriptionoptional
original_vgl.objectsoptional
original_vgl.objects[].descriptionoptional
original_vgl.objects[].locationoptional
original_vgl.objects[].relationshiprequired
original_vgl.objects[].relative_sizeoptional
original_vgl.objects[].shape_and_coloroptional
original_vgl.objects[].textureoptional
original_vgl.objects[].appearance_detailsoptional
original_vgl.objects[].number_of_objectsoptional
original_vgl.objects[].poseoptional
original_vgl.objects[].expressionoptional
original_vgl.objects[].clothingoptional
original_vgl.objects[].actionoptional
original_vgl.objects[].genderoptional
original_vgl.objects[].skin_tone_and_textureoptional
original_vgl.objects[].orientationoptional
original_vgl.background_settingoptional
original_vgl.lightingoptional
original_vgl.lighting.conditionsoptional
original_vgl.lighting.directionoptional
original_vgl.lighting.shadowsoptional
original_vgl.aestheticsoptional
original_vgl.aesthetics.compositionoptional
original_vgl.aesthetics.color_schemeoptional
original_vgl.aesthetics.mood_atmosphereoptional
original_vgl.aesthetics.preference_scoreoptional
original_vgl.aesthetics.aesthetic_scoreoptional
original_vgl.photographic_characteristicsoptional
original_vgl.photographic_characteristics.depth_of_fieldoptional
original_vgl.photographic_characteristics.focusoptional
original_vgl.photographic_characteristics.camera_angleoptional
original_vgl.photographic_characteristics.lens_focal_lengthoptional
original_vgl.style_mediumoptional
original_vgl.text_renderoptional
original_vgl.contextoptional
original_vgl.artistic_styleoptional
original_vgl.edit_instructionoptional
new_vgloptional
new_vgl.short_descriptionoptional
new_vgl.objectsoptional
new_vgl.objects[].descriptionoptional
new_vgl.objects[].locationoptional
new_vgl.objects[].relationshiprequired
new_vgl.objects[].relative_sizeoptional
new_vgl.objects[].shape_and_coloroptional
new_vgl.objects[].textureoptional
new_vgl.objects[].appearance_detailsoptional
new_vgl.objects[].number_of_objectsoptional
new_vgl.objects[].poseoptional
new_vgl.objects[].expressionoptional
new_vgl.objects[].clothingoptional
new_vgl.objects[].actionoptional
new_vgl.objects[].genderoptional
new_vgl.objects[].skin_tone_and_textureoptional
new_vgl.objects[].orientationoptional
new_vgl.background_settingoptional
new_vgl.lightingoptional
new_vgl.lighting.conditionsoptional
new_vgl.lighting.directionoptional
new_vgl.lighting.shadowsoptional
new_vgl.aestheticsoptional
new_vgl.aesthetics.compositionoptional
new_vgl.aesthetics.color_schemeoptional
new_vgl.aesthetics.mood_atmosphereoptional
new_vgl.aesthetics.preference_scoreoptional
new_vgl.aesthetics.aesthetic_scoreoptional
new_vgl.photographic_characteristicsoptional
new_vgl.photographic_characteristics.depth_of_fieldoptional
new_vgl.photographic_characteristics.focusoptional
new_vgl.photographic_characteristics.camera_angleoptional
new_vgl.photographic_characteristics.lens_focal_lengthoptional
new_vgl.style_mediumoptional
new_vgl.text_renderoptional
new_vgl.contextoptional
new_vgl.artistic_styleoptional
new_vgl.edit_instructionoptional
seedoptional
steps_numoptional
negative_promptoptional
guidance_scaleoptional
File parameters take a public https:// URL, a data: URI up to 10 MB, or the file_url of an upload. Files
Output
{
"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.ru/v1/requests/req_8k2m4q7x1z9c3v5b6n0p2r4t",
"cancel": "https://api.doitong.ru/v1/requests/req_8k2m4q7x1z9c3v5b6n0p2r4t/cancel"
}
}
Fields of output
- image
- object {url, content_type, file_name, file_size, width, height}Image produced by the model.
- images
- array of object {url, content_type, file_name, file_size, width, height}Images produced by generation.
- vgl
- objectVGL document used to generate the image.
- structured_instruction
- objectDeprecated alias for the same document; use `vgl` instead.
Other Fibo Edit variants
More models: Image Editing
For AI agents: this page as Markdown is at https://doitong.com/en-US/developers/models/bria/fibo-edit/edit.md. All models and guides: https://doitong.com/developers/llms.txt






