Omni Zero

I-integrate

ID ng modelo omni-zero

# 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/omni-zero?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",
    "image": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "composition_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "style_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "identity_image_url": "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.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/omni-zero?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",
    "image": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "composition_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "style_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "identity_image_url": "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.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",
    "image": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "composition_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "style_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "identity_image_url": "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/omni-zero", 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/fil/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": "omni-zero",
  "input": {
    "prompt": "A red fox trots through fresh snow at sunrise, soft golden light, shallow depth of field",
    "image": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "composition_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "style_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "identity_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg"
  }
}

Tawagin ang modelong Omni Zero (omni-zero) sa pamamagitan ng Doitong API. Dokumentasyon para sa mga agent: https://doitong.com/fil/developers/models/omni-zero.md

POST https://api.doitong.com/v1/run/omni-zero?wait=20
Authorization: Bearer $DOITONG_API_KEY
Content-Type: application/json

{
  "prompt": "A red fox trots through fresh snow at sunrise, soft golden light, shallow depth of field",
  "image": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
  "composition_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
  "style_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
  "identity_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg"
}

Kung ang response status ay "queued" o "running", i-poll ang GET https://api.doitong.com/v1/requests/REQUEST_ID?wait=20 hanggang maging "succeeded"; nasa outputs[].url ang mga file. Ang POST https://api.doitong.com/v1/quote/omni-zero na may parehong body ay nagbabalik ng eksaktong presyo bago patakbuhin.

Kahilingang ito: ≈$0.073 73 kredito ng API Patakbuhin ito sa page na ito

Kumuha ng API key

Open model Pag-edit ng Larawan #style-transfer

Pinagsasama ang magkakahiwalay na reference na larawan para sa komposisyon, estilo at pagkakakilanlan sa isang bagong larawan

OpenAPI Markdown

Open model · Larawan

Dito mapupunta ang iyong unang resulta

Bumuo ng kahilingan sa ibaba at patakbuhin ito gamit ang iyong API key. Kinokopya ang mga output sa aming storage, na pinananatili nang walang hanggan o 7 araw nang libre.

Bumuo ng kahilingan

Ang mga control ay binubuo mula sa schema ng modelo. Nagbabago ang code at presyo habang ina-adjust mo ang mga ito.

prompt •kinakailangan

Prompt na gumagabay sa pagbuo ng larawan.

image •kinakailangan image_url

Mag-drop ng file, o

URL ng input na larawan.

composition_image_url •kinakailangan

Mag-drop ng file, o

URL para sa composition larawan.

style_image_url •kinakailangan

Mag-drop ng file, o

URL ng style larawan.

identity_image_url •kinakailangan

Mag-drop ng file, o

URL ng identity larawan.

number_of_images default na 1

Bilang ng larawang bubuuin.

advanced negative_prompt · image_strength · composition_strength · depth_strength · style_strength · face_strength · identity_strength · guidance_scale · seed · enable_safety_checker

negative_prompt default na

Negative prompt na gumagabay sa pagbuo ng larawan.

image_strength default na 0.75

Lakas ng impluwensya ng larawan.

composition_strength default na 1

Lakas ng impluwensya ng composition.

depth_strength default na 0.5

Lakas ng impluwensya ng depth.

style_strength default na 1

Lakas ng impluwensya ng style.

face_strength default na 1

Lakas ng impluwensya ng mukha.

identity_strength default na 1

Lakas ng impluwensya ng identity.

guidance_scale default na 5

Scale na inilalapat sa guidance.

seed default na 42

Seed para sa random generator.

POST /run/omni-zero?wait=20 presyo → $0.073

# 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/omni-zero?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",
    "image": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "composition_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "style_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "identity_image_url": "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.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/omni-zero?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",
    "image": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "composition_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "style_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "identity_image_url": "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.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",
    "image": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "composition_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "style_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "identity_image_url": "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/omni-zero", 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": "omni-zero",
      "input": {
        "prompt": "A red fox trots through fresh snow at sunrise, soft golden light, shallow depth of field",
        "image": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
        "composition_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
        "style_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
        "identity_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg"
      },
      "wait_seconds": 20
    }
  }
}

Patakbuhin ang kahilingang ito

API key

Nananatili ang iyong key sa browser na ito: ipinapadala lamang ito sa Doitong API at sine-save (localStorage) lamang kung pipiliin mo ang Tandaan. Tandaan sa browser na ito Kumuha ng API key

Tungkol sa Omni Zero

Isang tagabuo ng mga larawang may natatanging estilo na nangangailangan ng `prompt` at apat na larawan: `image_url`, `composition_image_url`, `style_image_url` at `identity_image_url`. Binabalanse ng magkakahiwalay na halaga ng lakas (larawan, komposisyon, depth map, estilo, mukha at pagkakakilanlan) ang impluwensiya ng mga ito. Mayroon din itong `negative_prompt`, `guidance_scale`, `seed` at `number_of_images`.

Mga parameter

Ipadala ang canonical na pangalan o ang native na pangalan, hindi pareho. Mga canonical na pangalan

PangalanUri defaultPinapayagan Paglalarawan

promptkinakailangan

Uristring

Prompt na gumagabay sa pagbuo ng larawan.

negative_promptopsyonal

Uristring

default

Negative prompt na gumagabay sa pagbuo ng larawan.

image_urlkinakailangan image

Uriurl · image

URL ng input na larawan.

composition_image_urlkinakailangan

Uriurl · image

URL para sa composition larawan.

style_image_urlkinakailangan

Uriurl · image

URL ng style larawan.

identity_image_urlkinakailangan

Uriurl · image

URL ng identity larawan.

image_strengthopsyonal

Urinumber

default0.75

Lakas ng impluwensya ng larawan.

composition_strengthopsyonal

Urinumber

default1

Lakas ng impluwensya ng composition.

depth_strengthopsyonal

Urinumber

default0.5

Lakas ng impluwensya ng depth.

style_strengthopsyonal

Urinumber

default1

Lakas ng impluwensya ng style.

face_strengthopsyonal

Urinumber

default1

Lakas ng impluwensya ng mukha.

identity_strengthopsyonal

Urinumber

default1

Lakas ng impluwensya ng identity.

guidance_scaleopsyonal

Urinumber

default5

Scale na inilalapat sa guidance.

seedopsyonal

Uriinteger

default42

Seed para sa random generator.

number_of_imagesopsyonal

Uriinteger

default1

Bilang ng larawang bubuuin.

enable_safety_checkeropsyonal

Uriboolean

defaulttrue

Maaaring luwagan ang screening sa pamamagitan ng pagtatakda ng false, kung awtorisado ang tumatawag.

kinakailangan Canonical na pangalan, tinatanggap din

Tumatanggap ang mga parameter ng file ng pampublikong https:// URL, data: URI na hanggang 10 MB, o file_url ng isang upload. Mga file

Output

GET /requests/req_8k2m4q7x1z9c3v5b6n0p2r4t

{
  "id": "req_8k2m4q7x1z9c3v5b6n0p2r4t",
  "object": "request",
  "model": "omni-zero",
  "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": 73,
    "usd": "0.073",
    "charged": 73,
    "refunded": 0
  },
  "input": {
    "prompt": "A red fox trots through fresh snow at sunrise, soft golden light, shallow depth of field",
    "image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "composition_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "style_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "identity_image_url": "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
    }
  },
  "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"
  }
}

Ikaw ang pumipili para sa iyong mga fileAng bawat outputs[].url ay kopya sa aming storage: pinananatili nang walang hanggan (sinisingil bawat GB-month) o 7 araw nang libre, ayon sa setting ng iyong account o ?storage=.

Parehong shape sa bawat modelotype, url, content_type, width, height at duration, para sa mga larawan, video at audio. Ang output ay sariling result object ng modelo.

Mga field ng output

image: object {url, content_type, file_name, file_size, width, height}Larawang ginawa ng modelo.

Para sa mga AI agent: nasa Markdown ang pahinang ito sa https://doitong.com/fil/developers/models/omni-zero.md. Lahat ng modelo at gabay: https://doitong.com/developers/llms.txt

Dito mapupunta ang iyong unang resulta

Bumuo ng kahilingan

Patakbuhin ang kahilingang ito

Tungkol sa Omni Zero

Mga parameter

Output

Higit pang modelo: Pag-edit ng Larawan

FLUX.1 Kontext [pro] Mga variant: 7

GPT Image 2.5 Edit Mga variant: 4

Nano Banana 2 Edit Mga variant: 2

Nano Banana Pro Edit Mga variant: 2