Générer des variations

Generate creative variations of an image

curl --request POST \
  --url https://api.samsa.ai/public/v1/images/variations \
  --header 'Authorization: Bearer <token>' \
  --header 'Content-Type: application/json' \
  --data '
{
  "image": {
    "image_id": "3c90c3cc-0d44-4b50-8888-8dd25736052a",
    "url": "https://cdn.example.com/photo.png",
    "base64": "<string>",
    "mime_type": "image/png"
  },
  "target": "everything",
  "creativity": "creative",
  "variation_instructions": "Try different background colors and lighting",
  "preservation_instructions": "Keep the product label and shape unchanged",
  "num_outputs": 1,
  "webhook_url": "https://example.com/webhooks/samsa"
}
'

import requests

url = "https://api.samsa.ai/public/v1/images/variations"

payload = {
    "image": {
        "image_id": "3c90c3cc-0d44-4b50-8888-8dd25736052a",
        "url": "https://cdn.example.com/photo.png",
        "base64": "<string>",
        "mime_type": "image/png"
    },
    "target": "everything",
    "creativity": "creative",
    "variation_instructions": "Try different background colors and lighting",
    "preservation_instructions": "Keep the product label and shape unchanged",
    "num_outputs": 1,
    "webhook_url": "https://example.com/webhooks/samsa"
}
headers = {
    "Authorization": "Bearer <token>",
    "Content-Type": "application/json"
}

response = requests.post(url, json=payload, headers=headers)

print(response.text)

const options = {
  method: 'POST',
  headers: {Authorization: 'Bearer <token>', 'Content-Type': 'application/json'},
  body: JSON.stringify({
    image: {
      image_id: '3c90c3cc-0d44-4b50-8888-8dd25736052a',
      url: 'https://cdn.example.com/photo.png',
      base64: '<string>',
      mime_type: 'image/png'
    },
    target: 'everything',
    creativity: 'creative',
    variation_instructions: 'Try different background colors and lighting',
    preservation_instructions: 'Keep the product label and shape unchanged',
    num_outputs: 1,
    webhook_url: 'https://example.com/webhooks/samsa'
  })
};

fetch('https://api.samsa.ai/public/v1/images/variations', options)
  .then(res => res.json())
  .then(res => console.log(res))
  .catch(err => console.error(err));

<?php

$curl = curl_init();

curl_setopt_array($curl, [
  CURLOPT_URL => "https://api.samsa.ai/public/v1/images/variations",
  CURLOPT_RETURNTRANSFER => true,
  CURLOPT_ENCODING => "",
  CURLOPT_MAXREDIRS => 10,
  CURLOPT_TIMEOUT => 30,
  CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
  CURLOPT_CUSTOMREQUEST => "POST",
  CURLOPT_POSTFIELDS => json_encode([
    'image' => [
        'image_id' => '3c90c3cc-0d44-4b50-8888-8dd25736052a',
        'url' => 'https://cdn.example.com/photo.png',
        'base64' => '<string>',
        'mime_type' => 'image/png'
    ],
    'target' => 'everything',
    'creativity' => 'creative',
    'variation_instructions' => 'Try different background colors and lighting',
    'preservation_instructions' => 'Keep the product label and shape unchanged',
    'num_outputs' => 1,
    'webhook_url' => 'https://example.com/webhooks/samsa'
  ]),
  CURLOPT_HTTPHEADER => [
    "Authorization: Bearer <token>",
    "Content-Type: application/json"
  ],
]);

$response = curl_exec($curl);
$err = curl_error($curl);

curl_close($curl);

if ($err) {
  echo "cURL Error #:" . $err;
} else {
  echo $response;
}

package main

import (
	"fmt"
	"strings"
	"net/http"
	"io"
)

func main() {

	url := "https://api.samsa.ai/public/v1/images/variations"

	payload := strings.NewReader("{\n  \"image\": {\n    \"image_id\": \"3c90c3cc-0d44-4b50-8888-8dd25736052a\",\n    \"url\": \"https://cdn.example.com/photo.png\",\n    \"base64\": \"<string>\",\n    \"mime_type\": \"image/png\"\n  },\n  \"target\": \"everything\",\n  \"creativity\": \"creative\",\n  \"variation_instructions\": \"Try different background colors and lighting\",\n  \"preservation_instructions\": \"Keep the product label and shape unchanged\",\n  \"num_outputs\": 1,\n  \"webhook_url\": \"https://example.com/webhooks/samsa\"\n}")

	req, _ := http.NewRequest("POST", url, payload)

	req.Header.Add("Authorization", "Bearer <token>")
	req.Header.Add("Content-Type", "application/json")

	res, _ := http.DefaultClient.Do(req)

	defer res.Body.Close()
	body, _ := io.ReadAll(res.Body)

	fmt.Println(string(body))

}

HttpResponse<String> response = Unirest.post("https://api.samsa.ai/public/v1/images/variations")
  .header("Authorization", "Bearer <token>")
  .header("Content-Type", "application/json")
  .body("{\n  \"image\": {\n    \"image_id\": \"3c90c3cc-0d44-4b50-8888-8dd25736052a\",\n    \"url\": \"https://cdn.example.com/photo.png\",\n    \"base64\": \"<string>\",\n    \"mime_type\": \"image/png\"\n  },\n  \"target\": \"everything\",\n  \"creativity\": \"creative\",\n  \"variation_instructions\": \"Try different background colors and lighting\",\n  \"preservation_instructions\": \"Keep the product label and shape unchanged\",\n  \"num_outputs\": 1,\n  \"webhook_url\": \"https://example.com/webhooks/samsa\"\n}")
  .asString();

require 'uri'
require 'net/http'

url = URI("https://api.samsa.ai/public/v1/images/variations")

http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true

request = Net::HTTP::Post.new(url)
request["Authorization"] = 'Bearer <token>'
request["Content-Type"] = 'application/json'
request.body = "{\n  \"image\": {\n    \"image_id\": \"3c90c3cc-0d44-4b50-8888-8dd25736052a\",\n    \"url\": \"https://cdn.example.com/photo.png\",\n    \"base64\": \"<string>\",\n    \"mime_type\": \"image/png\"\n  },\n  \"target\": \"everything\",\n  \"creativity\": \"creative\",\n  \"variation_instructions\": \"Try different background colors and lighting\",\n  \"preservation_instructions\": \"Keep the product label and shape unchanged\",\n  \"num_outputs\": 1,\n  \"webhook_url\": \"https://example.com/webhooks/samsa\"\n}"

response = http.request(request)
puts response.read_body

{
  "id": "3c90c3cc-0d44-4b50-8888-8dd25736052a",
  "estimated_credits": 123
}

{
  "error": {
    "type": "<string>",
    "code": "<string>",
    "message": "<string>",
    "request_id": "<string>",
    "param": "aspect_ratio"
  }
}

{
  "error": {
    "type": "<string>",
    "code": "<string>",
    "message": "<string>",
    "request_id": "<string>",
    "param": "aspect_ratio"
  }
}

{
  "error": {
    "type": "<string>",
    "code": "<string>",
    "message": "<string>",
    "request_id": "<string>",
    "param": "aspect_ratio"
  }
}

{
  "error": {
    "type": "<string>",
    "code": "<string>",
    "message": "<string>",
    "request_id": "<string>",
    "param": "aspect_ratio"
  }
}

{
  "error": {
    "type": "<string>",
    "code": "<string>",
    "message": "<string>",
    "request_id": "<string>",
    "param": "aspect_ratio"
  }
}

{
  "error": {
    "type": "<string>",
    "code": "<string>",
    "message": "<string>",
    "request_id": "<string>",
    "param": "aspect_ratio"
  }
}

{
  "error": {
    "type": "<string>",
    "code": "<string>",
    "message": "<string>",
    "request_id": "<string>",
    "param": "aspect_ratio"
  }
}

{
  "error": {
    "type": "<string>",
    "code": "<string>",
    "message": "<string>",
    "request_id": "<string>",
    "param": "aspect_ratio"
  }
}

POST

images

variations

Generate creative variations of an image

curl --request POST \
  --url https://api.samsa.ai/public/v1/images/variations \
  --header 'Authorization: Bearer <token>' \
  --header 'Content-Type: application/json' \
  --data '
{
  "image": {
    "image_id": "3c90c3cc-0d44-4b50-8888-8dd25736052a",
    "url": "https://cdn.example.com/photo.png",
    "base64": "<string>",
    "mime_type": "image/png"
  },
  "target": "everything",
  "creativity": "creative",
  "variation_instructions": "Try different background colors and lighting",
  "preservation_instructions": "Keep the product label and shape unchanged",
  "num_outputs": 1,
  "webhook_url": "https://example.com/webhooks/samsa"
}
'

import requests

url = "https://api.samsa.ai/public/v1/images/variations"

payload = {
    "image": {
        "image_id": "3c90c3cc-0d44-4b50-8888-8dd25736052a",
        "url": "https://cdn.example.com/photo.png",
        "base64": "<string>",
        "mime_type": "image/png"
    },
    "target": "everything",
    "creativity": "creative",
    "variation_instructions": "Try different background colors and lighting",
    "preservation_instructions": "Keep the product label and shape unchanged",
    "num_outputs": 1,
    "webhook_url": "https://example.com/webhooks/samsa"
}
headers = {
    "Authorization": "Bearer <token>",
    "Content-Type": "application/json"
}

response = requests.post(url, json=payload, headers=headers)

print(response.text)

const options = {
  method: 'POST',
  headers: {Authorization: 'Bearer <token>', 'Content-Type': 'application/json'},
  body: JSON.stringify({
    image: {
      image_id: '3c90c3cc-0d44-4b50-8888-8dd25736052a',
      url: 'https://cdn.example.com/photo.png',
      base64: '<string>',
      mime_type: 'image/png'
    },
    target: 'everything',
    creativity: 'creative',
    variation_instructions: 'Try different background colors and lighting',
    preservation_instructions: 'Keep the product label and shape unchanged',
    num_outputs: 1,
    webhook_url: 'https://example.com/webhooks/samsa'
  })
};

fetch('https://api.samsa.ai/public/v1/images/variations', options)
  .then(res => res.json())
  .then(res => console.log(res))
  .catch(err => console.error(err));

<?php

$curl = curl_init();

curl_setopt_array($curl, [
  CURLOPT_URL => "https://api.samsa.ai/public/v1/images/variations",
  CURLOPT_RETURNTRANSFER => true,
  CURLOPT_ENCODING => "",
  CURLOPT_MAXREDIRS => 10,
  CURLOPT_TIMEOUT => 30,
  CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
  CURLOPT_CUSTOMREQUEST => "POST",
  CURLOPT_POSTFIELDS => json_encode([
    'image' => [
        'image_id' => '3c90c3cc-0d44-4b50-8888-8dd25736052a',
        'url' => 'https://cdn.example.com/photo.png',
        'base64' => '<string>',
        'mime_type' => 'image/png'
    ],
    'target' => 'everything',
    'creativity' => 'creative',
    'variation_instructions' => 'Try different background colors and lighting',
    'preservation_instructions' => 'Keep the product label and shape unchanged',
    'num_outputs' => 1,
    'webhook_url' => 'https://example.com/webhooks/samsa'
  ]),
  CURLOPT_HTTPHEADER => [
    "Authorization: Bearer <token>",
    "Content-Type: application/json"
  ],
]);

$response = curl_exec($curl);
$err = curl_error($curl);

curl_close($curl);

if ($err) {
  echo "cURL Error #:" . $err;
} else {
  echo $response;
}

package main

import (
	"fmt"
	"strings"
	"net/http"
	"io"
)

func main() {

	url := "https://api.samsa.ai/public/v1/images/variations"

	payload := strings.NewReader("{\n  \"image\": {\n    \"image_id\": \"3c90c3cc-0d44-4b50-8888-8dd25736052a\",\n    \"url\": \"https://cdn.example.com/photo.png\",\n    \"base64\": \"<string>\",\n    \"mime_type\": \"image/png\"\n  },\n  \"target\": \"everything\",\n  \"creativity\": \"creative\",\n  \"variation_instructions\": \"Try different background colors and lighting\",\n  \"preservation_instructions\": \"Keep the product label and shape unchanged\",\n  \"num_outputs\": 1,\n  \"webhook_url\": \"https://example.com/webhooks/samsa\"\n}")

	req, _ := http.NewRequest("POST", url, payload)

	req.Header.Add("Authorization", "Bearer <token>")
	req.Header.Add("Content-Type", "application/json")

	res, _ := http.DefaultClient.Do(req)

	defer res.Body.Close()
	body, _ := io.ReadAll(res.Body)

	fmt.Println(string(body))

}

HttpResponse<String> response = Unirest.post("https://api.samsa.ai/public/v1/images/variations")
  .header("Authorization", "Bearer <token>")
  .header("Content-Type", "application/json")
  .body("{\n  \"image\": {\n    \"image_id\": \"3c90c3cc-0d44-4b50-8888-8dd25736052a\",\n    \"url\": \"https://cdn.example.com/photo.png\",\n    \"base64\": \"<string>\",\n    \"mime_type\": \"image/png\"\n  },\n  \"target\": \"everything\",\n  \"creativity\": \"creative\",\n  \"variation_instructions\": \"Try different background colors and lighting\",\n  \"preservation_instructions\": \"Keep the product label and shape unchanged\",\n  \"num_outputs\": 1,\n  \"webhook_url\": \"https://example.com/webhooks/samsa\"\n}")
  .asString();

require 'uri'
require 'net/http'

url = URI("https://api.samsa.ai/public/v1/images/variations")

http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true

request = Net::HTTP::Post.new(url)
request["Authorization"] = 'Bearer <token>'
request["Content-Type"] = 'application/json'
request.body = "{\n  \"image\": {\n    \"image_id\": \"3c90c3cc-0d44-4b50-8888-8dd25736052a\",\n    \"url\": \"https://cdn.example.com/photo.png\",\n    \"base64\": \"<string>\",\n    \"mime_type\": \"image/png\"\n  },\n  \"target\": \"everything\",\n  \"creativity\": \"creative\",\n  \"variation_instructions\": \"Try different background colors and lighting\",\n  \"preservation_instructions\": \"Keep the product label and shape unchanged\",\n  \"num_outputs\": 1,\n  \"webhook_url\": \"https://example.com/webhooks/samsa\"\n}"

response = http.request(request)
puts response.read_body

{
  "id": "3c90c3cc-0d44-4b50-8888-8dd25736052a",
  "estimated_credits": 123
}

{
  "error": {
    "type": "<string>",
    "code": "<string>",
    "message": "<string>",
    "request_id": "<string>",
    "param": "aspect_ratio"
  }
}

{
  "error": {
    "type": "<string>",
    "code": "<string>",
    "message": "<string>",
    "request_id": "<string>",
    "param": "aspect_ratio"
  }
}

{
  "error": {
    "type": "<string>",
    "code": "<string>",
    "message": "<string>",
    "request_id": "<string>",
    "param": "aspect_ratio"
  }
}

{
  "error": {
    "type": "<string>",
    "code": "<string>",
    "message": "<string>",
    "request_id": "<string>",
    "param": "aspect_ratio"
  }
}

{
  "error": {
    "type": "<string>",
    "code": "<string>",
    "message": "<string>",
    "request_id": "<string>",
    "param": "aspect_ratio"
  }
}

{
  "error": {
    "type": "<string>",
    "code": "<string>",
    "message": "<string>",
    "request_id": "<string>",
    "param": "aspect_ratio"
  }
}

{
  "error": {
    "type": "<string>",
    "code": "<string>",
    "message": "<string>",
    "request_id": "<string>",
    "param": "aspect_ratio"
  }
}

{
  "error": {
    "type": "<string>",
    "code": "<string>",
    "message": "<string>",
    "request_id": "<string>",
    "param": "aspect_ratio"
  }
}

Génère des variations créatives d’une image source. L’appel renvoie 202 Accepted avec un id de job ; interroge GET /images/variations/{id} pour le résultat. L’image prend exactement un de image_id, url ou base64 + mime_type. Requiert le scope images.transform.

Exemple : une source par mode

curl -X POST https://api.samsa.ai/public/v1/images/variations \
  -H "Authorization: Bearer $SAMSA_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{ "image": { "image_id": "123e4567-e89b-12d3-a456-426614174000" } }'

curl -X POST https://api.samsa.ai/public/v1/images/variations \
  -H "Authorization: Bearer $SAMSA_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "image": { "url": "https://cdn.example.com/photo.png" },
    "target": "object",
    "creativity": "subtle",
    "num_outputs": 4,
    "variation_instructions": "Try different background colors"
  }'

curl -X POST https://api.samsa.ai/public/v1/images/variations \
  -H "Authorization: Bearer $SAMSA_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "image": { "base64": "iVBORw0KGgoAAAANSUhEUg...", "mime_type": "image/png" },
    "preservation_instructions": "Keep the product shape unchanged",
    "webhook_url": "https://example.com/webhooks/samsa"
  }'

La réponse 202 est le handle de job asynchrone :

202 Accepted

{
  "id": "c4d5e6f7-8a9b-4c1d-2e3f-4a5b6c7d8e9f",
  "status": "pending",
  "estimated_credits": 5
}

Envoie exactement un mode source dans image. target — ce que les variations peuvent changer — est everything (défaut), person, object ou scene. creativity est subtle ou creative (défaut). variation_instructions (quoi changer) et preservation_instructions (quoi conserver) sont du texte libre optionnel, ≤ 2000 caractères chacun. num_outputs (1 à 4) vaut 1 par défaut et chaque sortie (output) est facturée. Il n’y a pas de paramètre resolution — la résolution de sortie est héritée de la source.

Credits

Chaque sortie (output) coûte 5 credits en 1K, en fonction du palier de résolution de l’image source (1K ×1, 2K ×2, 4K ×4) et multiplié par num_outputs. Voir Tarifs.

Erreurs

Statut	Code	Quand
`402`	`insufficient_credits` / `insufficient_team_credits` / `insufficient_unallocated_credits`	Le solde que ce credential peut dépenser est en dessous du coût du job. Les organisations avec au moins une équipe active reçoivent les codes liés aux équipes à la place de `insufficient_credits` (sauf les organisations système exemptées du budgeting par équipe). Une défaillance opérationnelle dans la déduction elle-même peut néanmoins renvoyer le générique `insufficient_credits`, quel que soit le régime.
`402`	`subscription_inactive`	L’organisation n’a aucun abonnement utilisable.
`403`	`missing_scope`	La clé n’a pas le scope `images.transform`.
`404`	`not_found`	L’`image_id` source est inconnu ou n’appartient pas au créateur de la clé — une image créée par un autre membre de ton organisation renvoie aussi un `404`.
`422`	`validation_error`	Zéro/plusieurs modes source, `target`/`creativity` invalide ou instructions trop longues.
`429`	`rate_limited` / `too_many_active_jobs`	Fenêtre de débit par clé ou plafond de concurrence par organisation dépassé.

Autorisations

Authorization

string

header

requis

Organization API key as a bearer token: Authorization: Bearer samsa_sk_....

Corps

application/json

POST /images/variations body (SAM-816 / S8.4 — ADR §8, §10).

Generate creative variations of ONE source image (the app's Gemini 3 Pro variations flow). The source is exactly one of image_id (an image in your organization's context), an https url, or base64+mime_type. The output resolution is inherited from the source (there is no resolution param); each output is billed at 5 x resolution_multiplier credits (1K:1x, 2K:2x, 4K:4x) where the multiplier is the source image's resolution tier. target and creativity are lowercase public aliases of the internal Gemini variation controls; num_outputs defaults to 1 (the app default is 4).

image

PublicImageEditSource · object

requis

The source image: exactly one of image_id, url, or base64+mime_type.

Show child attributes

target

enum<string>

défaut:everything

What the variations may change: everything (default), person, object, or scene.

Options disponibles:

everything,

person,

object,

scene

Exemple:

"everything"

creativity

enum<string>

défaut:creative

How far the variations may deviate from the source: subtle or creative (default).

Options disponibles:

subtle,

creative

Exemple:

"creative"

variation_instructions

string | null

Optional free-text guidance for WHAT to change (<= 2000 chars).

Maximum string length: 2000

Exemple:

"Try different background colors and lighting"

preservation_instructions

string | null

Optional free-text guidance for WHAT to keep (<= 2000 chars).

Maximum string length: 2000

Exemple:

"Keep the product label and shape unchanged"

num_outputs

integer

défaut:1

Number of variations to generate (1-4). Defaults to 1 (the app default is 4); each output is billed.

Plage requise: 1 <= x <= 4

Exemple:

1

webhook_url

string | null

Optional https webhook notified once on terminal status (signed per the webhook signature scheme; see the webhooks docs).

Exemple:

"https://example.com/webhooks/samsa"

Réponse

Successful Response

Shared 202 body for the transform-op submits (SAM-813 / S8 wave).

Every POST /images/<op> returns the async job handle {id, status, estimated_credits}. The initial status is pending (the job is queued), with ONE exception: background-removals and vectorizations answer an owned-image_id cache hit (a ready result already exists for that image) with status: "completed" and estimated_credits: 0 — no new job is queued, the completed webhook event is emitted immediately for a supplied webhook_url, and the result is already available from the op's GET .../{id} endpoint. The other transform ops (img2img, variations, resizes, upscales) always start pending.

string<uuid>

requis

The job id — poll the op's GET .../{id} endpoint.

status

enum<string>

requis

Initial status: pending (job queued — enter the polling flow), or completed with estimated_credits: 0 when background-removals / vectorizations serve an owned-image cache hit (the result is immediately available).

Options disponibles:

pending,

processing,

completed,

failed,

cancelled

Exemple:

"pending"

estimated_credits

integer

requis

Credits this job is expected to cost — 0 on a cache-hit completed response.

Exemple:

5

Vue d'ensemble

Points de terminaison

Générer des variations

Exemple : une source par mode

Credits

Erreurs

Autorisations

Corps

Réponse

​Exemple : une source par mode

​Credits

​Erreurs

Autorisations

Corps

Réponse

Exemple : une source par mode

Credits

Erreurs