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.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 $DOITONG_API_KEY"
const API = "https://api.doitong.com/v1";
const headers = {
"Authorization": "Bearer " + process.env.DOITONG_API_KEY,
"Content-Type": "application/json",
};
// Run the model; wait up to 20 s for the finished result in the same call
let res = await fetch(API + "/run/bria/fibo-edit/edit?wait=20", {
method: "POST",
headers,
body: JSON.stringify({}),
});
let request = await res.json();
if (!res.ok) throw new Error(request.error.code + ": " + request.error.message);
// Not finished yet: long-poll until it is
while (request.status === "queued" || request.status === "running") {
res = await fetch(API + "/requests/" + request.id + "?wait=20", { headers });
request = await res.json();
}
if (request.status !== "succeeded") throw new Error(JSON.stringify(request.error));
console.log(request.outputs.map((o) => o.url), request.cost.credits + " API credits ($" + request.cost.usd + ")");
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"])
# 1. Connect once (Claude Code; Cursor, VS Code, Claude Desktop: https://doitong.com/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/edit",
"input": {}
}
Call the Fibo Edit model (bria/fibo-edit/edit) through the Doitong API. Docs for agents: https://doitong.com/developers/models/bria/fibo-edit/edit.md
POST https://api.doitong.com/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.com/v1/requests/REQUEST_ID?wait=20 until it is "succeeded"; the files are in outputs[].url. POST https://api.doitong.com/v1/quote/bria/fibo-edit/edit with the same body returns the exact price before the run.
This request: $0.04 40 API credits 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.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 $DOITONG_API_KEY"
const API = "https://api.doitong.com/v1";
const headers = {
"Authorization": "Bearer " + process.env.DOITONG_API_KEY,
"Content-Type": "application/json",
};
// Run the model; wait up to 20 s for the finished result in the same call
let res = await fetch(API + "/run/bria/fibo-edit/edit?wait=20", {
method: "POST",
headers,
body: JSON.stringify({}),
});
let request = await res.json();
if (!res.ok) throw new Error(request.error.code + ": " + request.error.message);
// Not finished yet: long-poll until it is
while (request.status === "queued" || request.status === "running") {
res = await fetch(API + "/requests/" + request.id + "?wait=20", { headers });
request = await res.json();
}
if (request.status !== "succeeded") throw new Error(JSON.stringify(request.error));
console.log(request.outputs.map((o) => o.url), request.cost.credits + " API credits ($" + request.cost.usd + ")");
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"])
{
"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.com/v1/requests/req_8k2m4q7x1z9c3v5b6n0p2r4t",
"cancel": "https://api.doitong.com/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/developers/models/bria/fibo-edit/edit.md. All models and guides: https://doitong.com/developers/llms.txt






