flux-2-klein-4b/edit

# 1) Submit — returns { "task_uuid": "..." }
curl -X POST "https://www.namifusion.com/api/v1/marketplace/run/flux-2-klein-4b/edit" \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
  "input": {
    "prompt": "Edit the reference image to create a clean, modern product-style portrait while preserving the subject'\''s identity and overall composition. Replace the background with a softly lit neutral studio backdrop, enhance facial detail naturally, improve lighting balance, and refine colors for a polished professional look. Keep the clothing and pose consistent with the original image.",
    "images": [
      "https://d1s3annbwribom.cloudfront.net/marketplace/examples/2026/10/05/0c0ed13e8e0f.jpeg"
    ],
    "size": "1024*1024",
    "seed": 42
  }
}'

# 2) Poll until status is "completed", then read the output URLs
curl "https://www.namifusion.com/api/v1/marketplace/run/tasks/TASK_UUID" \
  -H "Authorization: Bearer YOUR_API_KEY"

import time, requests

API_KEY = "YOUR_API_KEY"
HEADERS = {"Authorization": f"Bearer {API_KEY}"}

# 1) Submit
resp = requests.post(
    "https://www.namifusion.com/api/v1/marketplace/run/flux-2-klein-4b/edit",
    headers=HEADERS,
    json={
        "input": {
            "prompt": "Edit the reference image to create a clean, modern product-style portrait while preserving the subject's identity and overall composition. Replace the background with a softly lit neutral studio backdrop, enhance facial detail naturally, improve lighting balance, and refine colors for a polished professional look. Keep the clothing and pose consistent with the original image.",
            "images": [
                "https://d1s3annbwribom.cloudfront.net/marketplace/examples/2026/10/05/0c0ed13e8e0f.jpeg"
            ],
            "size": "1024*1024",
            "seed": 42
        }
    },
)
resp.raise_for_status()  # 401/402/429/5xx stop here instead of polling a bad task
task = resp.json()

# 2) Poll until a terminal state (completed / failed / cancelled).
#    This model is allowed up to 1800s server-side.
deadline = time.time() + 1860
while task.get("status") not in ("completed", "failed", "cancelled"):
    if time.time() > deadline:
        raise TimeoutError(f"still {task.get('status')} — keep the task_uuid and poll later")
    time.sleep(3)
    poll = requests.get(f"https://www.namifusion.com/api/v1/marketplace/run/tasks/{task['task_uuid']}", headers=HEADERS)
    poll.raise_for_status()
    task = poll.json()

print(task["status"], task.get("output"))

const API_KEY = "YOUR_API_KEY";
const HEADERS = { Authorization: `Bearer ${API_KEY}` };

// 1) Submit
const resp = await fetch("https://www.namifusion.com/api/v1/marketplace/run/flux-2-klein-4b/edit", {
  method: "POST",
  headers: { ...HEADERS, "Content-Type": "application/json" },
  body: JSON.stringify({
    "input": {
      "prompt": "Edit the reference image to create a clean, modern product-style portrait while preserving the subject's identity and overall composition. Replace the background with a softly lit neutral studio backdrop, enhance facial detail naturally, improve lighting balance, and refine colors for a polished professional look. Keep the clothing and pose consistent with the original image.",
      "images": [
        "https://d1s3annbwribom.cloudfront.net/marketplace/examples/2026/10/05/0c0ed13e8e0f.jpeg"
      ],
      "size": "1024*1024",
      "seed": 42
    }
  }),
});
if (!resp.ok) throw new Error(`submit failed: ${resp.status} ${await resp.text()}`);
let task = await resp.json();

// 2) Poll until a terminal state (completed / failed / cancelled).
//    This model is allowed up to 1800s server-side.
const deadline = Date.now() + 1860 * 1000;
while (!["completed", "failed", "cancelled"].includes(task.status)) {
  if (Date.now() > deadline) throw new Error(`still ${task.status} — keep the task_uuid and poll later`);
  await new Promise((r) => setTimeout(r, 3000));
  const poll = await fetch(`https://www.namifusion.com/api/v1/marketplace/run/tasks/${task.task_uuid}`, { headers: HEADERS });
  if (!poll.ok) throw new Error(`poll failed: ${poll.status}`);
  task = await poll.json();
}

console.log(task.status, task.output);