
ᠠᠯᡳᠨ ᡠᠨᡩᡝᡵᡝᠮᡝ. “video”, “FLUX” ᠠᡶᡳ “webhooks” ᠪᡝ ᠪᠠᡳ᠌ᠯᠠ.
ᡩᠠᠯᡳᠨ ᠪᡝ ᡠᠯᡥᠠᠮᠪᡳ…
cat-vton
# 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/cat-vton?wait=20" \
-H "Authorization: Bearer $DOITONG_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"human_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
"garment_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
"cloth_type": "upper"
}'
# 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 $DOITONG_API_KEY"
const API = "https://api.doitong.com/v1";
const headers = {
"Authorization": "Bearer " + process.env.DOITONG_API_KEY,
"Content-Type": "application/json",
};
// Run the model; wait up to 20 s for the finished result in the same call
let res = await fetch(API + "/run/cat-vton?wait=20", {
method: "POST",
headers,
body: JSON.stringify({
"human_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
"garment_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
"cloth_type": "upper"
}),
});
let request = await res.json();
if (!res.ok) throw new Error(request.error.code + ": " + request.error.message);
// Not finished yet: long-poll until it is
while (request.status === "queued" || request.status === "running") {
res = await fetch(API + "/requests/" + request.id + "?wait=20", { headers });
request = await res.json();
}
if (request.status !== "succeeded") throw new Error(JSON.stringify(request.error));
console.log(request.outputs.map((o) => o.url), request.cost.credits + " API credits ($" + request.cost.usd + ")");
import os
import requests
API = "https://api.doitong.com/v1"
headers = {"Authorization": "Bearer " + os.environ["DOITONG_API_KEY"]}
payload = {
"human_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
"garment_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
"cloth_type": "upper",
}
# Run the model; wait up to 20 s for the finished result in the same call
r = requests.post(API + "/run/cat-vton", 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/mnc/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": "cat-vton",
"input": {
"human_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
"garment_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
"cloth_type": "upper"
}
}
try-on ᠮᠣᠳᡝᠯ (cat-vton) ᠪᡝ Doitong API ᠵᠠᠯᡳᠨᡩᡝ ᠠᠰᡠᠮᠪᡳ. ᠠᡤᡝᠨᡨᡳ ᡩᠠᡳᠯᠠᠨ: https://doitong.com/mnc/developers/models/cat-vton.md
POST https://api.doitong.com/v1/run/cat-vton?wait=20
Authorization: Bearer $DOITONG_API_KEY
Content-Type: application/json
{
"human_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
"garment_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
"cloth_type": "upper"
}
ᡝᡵᡝᠮᡝ ᠪᡠᠮᡝᠨᡳ ᠠᠨᠠᠮᡝ "queued" ᡳᠨᡠ "running" ᠪᡝ, GET https://api.doitong.com/v1/requests/REQUEST_ID?wait=20 ᠪᡝ ᠠᠨᠠᠮᡝ "succeeded" ᠪᡝᠴᡳ ᠠᠰᡠᠮᠪᡳ; ᡶᡳᠯᡝ ᠪᡝ outputs[].url ᠪᡝᠴᡳ ᠣᠨᡩᠣᠮᡝ. POST https://api.doitong.com/v1/quote/cat-vton ᠪᡝ ᡝᠮᡠ ᠪᡠᠶᡝᠮᡝ ᠪᡝ ᠠᠰᡠᠮᠪᡳᡩᡝ ᠵᠠᠯᡤᠠᠨ ᠪᡝ ᠶᠠᠪᡠᠮᠪᡳ ᠰᡳᠨᡳ ᠠᠮᡤᠠ ᠠᠰᡠᠮᠪᡳ ᠣᠯᡥᠣᠮᡝ.
ᡝᠨᡳ ᠵᠠᠯᡳᠨ: ≈$0.018 18 API ᠺᠷᡝᡩᡳᠲ ᡝᡵᡝ ᠵᠠᠯᡳᠨᡩᡝ ᠠᠰᡠᠮᠪᡳ
ᠰᡳᠨᡳ ᠵᠠᠮᡠᠰᡳᠨ API ᠵᡳᡵᡤᠠ. ᡝᠯᡝ ᡝᠨᡩᡝ ᡳᠯᡤᠠᠮᠪᡳ ᡝᡵᡝ ᠮᡠᠨᡩᡝ ᡴᠣᡩᡝ ᡩᠠᠮᡠ ᠮᡝᠨᡩᡝᡵᡝ ᠪᠠᡩᡝᠯᡝᠨ ᠠᠮᡪᡳ ᡳᠨᡠ API ᠵᡳᡵᡤᠠ ᡩᡝᠪᡨᡝᡵᡝ ᡩᡝ ᠠᡴᡠ᠉ ᡳᠨᡠ ᡝᡵᡝᠩᡤᡝ ᠠᠮᠪᠠᠨ ᠮᡠᠨᡩᡝ ᠪᡝ ᠠᠰᡠᡵᠠᠮᠪᡳ: ᠮᡠᡵᡝ ᡩᠠᠮᡠ ᠪᡠᠶᡝᡵᡝ ᠪᠠᡩᡝᠯᡝᠨ ᡩᡝ ᠰᡳᠨᡩᡝᠮᡝ ᠠᠪᡠᠮᡝ ᠰᠠᠮᡪᡳ᠉
ᡝᡵᡝ ᠵᡠᠯᡝᠨ ᡩᡝ ᡤᡝᡪᡳᠯᡝᠨ ᠪᠠᠶᠠᠨᠠᠮᡝ ᠠᠮᡪᠠᠯᠠ ᡶᡳᠯᡝᠮᡝ ᠪᡝᠶᡝᠮᡝ᠃ API ᠵᡳᡵᡤᠠᡳ ᡤᠠᡳᡥᠠᡩᡝ ᡤᡝᡪᡳᠯᡝᠨ ᠵᠠᠯᠠᠨᠠᠮᡝ ᠪᡠᠶᡝᠮᡝ ᠮᡠᠰᡝᡳ ᠰᡠᠯᡠᠨᡩᡝ ᠪᠠᠶᠠᠨᠠᠮᡝ᠂ ᠮᡤᡳ ᠮᡠᠰᡝ ᠠᠶᠠᠨ 7 ᡥᠠᠨ ᠰᠠᡳᠨᠠᠮᡝ᠃
ᠵᠠᡴᡠᠨᡳ ᠵᡠᠯᡝ ᡩᡝᡵᡤᡳ ᡩᡝᠪᡝᠰᡠᠮᡝ ᠵᡠᠯᡤᡝ ᠪᡠᠶᡝᠮᡝ᠈ ᡳᠨᡳ ᡤᡳᠰᡠᠨ ᠪᠠᡳ ᡝᠨᡝᠩᡤᡳ ᠠᠮᠪᡳ
/run/cat-vton?wait=20
ᠵᠠᠯᡳᠨ → $0.018
# 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/cat-vton?wait=20" \
-H "Authorization: Bearer $DOITONG_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"human_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
"garment_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
"cloth_type": "upper"
}'
# 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 $DOITONG_API_KEY"
const API = "https://api.doitong.com/v1";
const headers = {
"Authorization": "Bearer " + process.env.DOITONG_API_KEY,
"Content-Type": "application/json",
};
// Run the model; wait up to 20 s for the finished result in the same call
let res = await fetch(API + "/run/cat-vton?wait=20", {
method: "POST",
headers,
body: JSON.stringify({
"human_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
"garment_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
"cloth_type": "upper"
}),
});
let request = await res.json();
if (!res.ok) throw new Error(request.error.code + ": " + request.error.message);
// Not finished yet: long-poll until it is
while (request.status === "queued" || request.status === "running") {
res = await fetch(API + "/requests/" + request.id + "?wait=20", { headers });
request = await res.json();
}
if (request.status !== "succeeded") throw new Error(JSON.stringify(request.error));
console.log(request.outputs.map((o) => o.url), request.cost.credits + " API credits ($" + request.cost.usd + ")");
import os
import requests
API = "https://api.doitong.com/v1"
headers = {"Authorization": "Bearer " + os.environ["DOITONG_API_KEY"]}
payload = {
"human_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
"garment_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
"cloth_type": "upper",
}
# Run the model; wait up to 20 s for the finished result in the same call
r = requests.post(API + "/run/cat-vton", 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": "cat-vton",
"input": {
"human_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
"garment_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
"cloth_type": "upper"
},
"wait_seconds": 20
}
}
}
ᡳᠨᡝ ᠵᠠᠯᠠᠨ ᡝᡵᡝ ᠪᡠᡵᡝᠪᡝᡵᡳ ᡩᡝ ᠪᡳᠮᡝ᠈ Doitong API ᡩᡝ ᠵᡝᠯᡤᡳ ᡩᠠᡵᠠᠮᡝ᠈ Remember ᠵᡠᠯᡝᠮᡝ ᡤᡳᠯᠠᠮᡝ localStorage ᡩᡝ ᠰᡠᠯᡝᠮᡝ ᠪᡳᠮᡝ API ᠵᠠᠯᠠᠨ ᠠᠪᠠᠮᡝ
ᡳᠨᡩᠠᡥᠠ ᡠᠰᡳᡥᠠ ᡩᡝ ᡠᠮᡝᠰᡳ ᠪᡝᡳᡩᡝᠩᡝ ᠰᡳᠨᡩᠠᠨ ᡠᠵᡳᡥᠠᠩᡤᡝ ᠨᡳᡵᡠᠮᡝ ᠰᡳᠨᡩᠠᠨᠰᡳᠮᠪᡳ. ᡝᡵᡝᠨ `human_image_url`, `garment_image_url` ᡳ ᡝᠮᡠ `cloth_type` ᠪᡝ ᡤᡝᠯᡳᠮᠪᡳ, ᡝᠮᡠ ᠵᡠᠸᡝᠨ, ᡝᠮᡠ ᠵᡠᠸᡝᠨ, ᡴᡝᠮᡠᠨᡳ, ᡳᠴᡳ ᠪᡝ ᡳᠯᡳ ᠵᡠᠸᡝᠨ ᠠᠮᠪᠠᠨ ᠰᡝᠮᠪᡳ. ᠪᠠᠨᠵᡳᠨ ᡠᠴᡠᠯᠠᠩᡤᡝ portrait_4_3 ᡳᠴᡳ square_hd ᠰᡝᠮᠪᡳ. `num_inference_steps` (1 ᡩᡝ 50 ᡩᡝ ᠣᠴᡳᠨ), `guidance_scale` ᡳ ᡝᠮᡠ seed ᠪᡝ ᡠᠯᡤᡳᠶᠠᠨ ᠣᠴᡳᠨ.
human_image_urlᡴᠠᠷᠠᡴᡡ
garment_image_urlᡴᠠᠷᠠᡴᡡ
cloth_typeᡴᠠᠷᠠᡴᡡ
image_sizeᠵᡠᠯᡝ
num_inference_stepsᠵᡠᠯᡝ
guidance_scaleᠵᡠᠯᡝ
seedᠵᡠᠯᡝ
enable_safety_checkerᠵᡠᠯᡝ
ᠪᡠᠮᠪᡳᠯᡝᠰᡝ ᡝᠮᡠ ᡤᡝᠮᡠᠨᡳ https:// URL᠈ 10 MB ᡩᡝ ᡩᡝᠷᡤᡳ data: URI ᠵᡝᡵᡤᡳ ᡝᠮᡝ᠈ ᡳᠨᡝ ᠪᡠᠮᠪᡳᠯᡝᠰᡝᠨᡳ file_url ᠠᠪᠠᠮᠪᡳ ᠪᡠᠮᠪᡳ
{
"id": "req_8k2m4q7x1z9c3v5b6n0p2r4t",
"object": "request",
"model": "cat-vton",
"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": 18,
"usd": "0.018",
"charged": 18,
"refunded": 0
},
"input": {
"human_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
"garment_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
"cloth_type": "upper"
},
"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"
}
}
AI ᠠᡤᡝᠨᡨᡳ ᡠᠴᡠᠷᡳ᠈ ᡝᡵᡝ ᡩᡝᠪᡝᡵᡳ Markdown ᠰᡳᠨᡩᠠᡵᡳ https://doitong.com/mnc/developers/models/cat-vton.md. ᡝᡵᡝ ᠮᠣᡩᡝᠯ ᠵᠠᡴᡠᠨ ᠰᡠᠯᡠᠮᡝ https://doitong.com/developers/llms.txt