图像生成
通过一个与 OpenAI 兼容的端点生成和编辑图像。相同的请求格式可触达目录中的每一个图像模型。
一个与 OpenAI 兼容的 image endpoint 会分发到 Flux、Nano-Banana、Wan 及其他提供方。无论上游是哪个,都使用相同的请求结构发送;提供方特有的选项会透传,并依据各模型的能力进行校验。
通过列出 models endpoint 并保留那些输出 modalities 包含 image 的模型,即可发现 image 模型。
POST /v1/images/generations
与 OpenAI 直接兼容 images.generate SDK。特定于提供者的参数与标准参数并存——后端转发每个模型理解的内容。
https://api.airforce/v1/images/generations图像模型
…· live常用参数
| Parameter | Type | Required | Description |
|---|---|---|---|
| model | string | Required | Image model ID. Find them on /v1/models: image models carry media_type: "image" and an image_caps block. |
| prompt | string | Required | Image description. |
| n | integer | Optional | Number of variations to generate per request. Capped by the model's image_caps.max_n. |
| size | string | Optional | OpenAI-style WxH, e.g. "1024x1024". Provider-specific values pass through. |
| aspect_ratio | string | Optional | Alternative to size. "16:9", "1:1", "9:16", … Validated against image_caps.aspect_ratios. |
| quality | string | Optional | "standard" | "hd" (OpenAI) or model-specific labels. Validated. |
| response_format | string | Optional | "url" (default) or "b64_json". |
| seed | integer | Optional | Reproducibility seed. Same prompt + same seed = same image (where the upstream supports it). |
| input_images | array | Optional | [{ url? } | { b64_json? }] for image-to-image / reference / first-frame. |
| sse | boolean | Optional | When true the response is sent as Server-Sent Events. The full JSON arrives in one event followed by [DONE]. Useful to keep long upstream renders from timing out at proxies. |
基本示例
curl https://api.airforce/v1/images/generations \
-H "Authorization: Bearer sk-air-YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "nano-banana-2",
"prompt": "A cute baby sea otter floating on its back",
"n": 1,
"response_format": "url"
}'响应形状
| Parameter | Type | Required | Description |
|---|---|---|---|
| created | integer | Optional | Unix timestamp. |
| data | array | Optional | Generated assets. |
| data[].url | string | Optional | Image URL when response_format is "url" (default). The image is re-hosted to a file host and the link ends in /image.jpeg; null if the re-host fails. |
| data[].b64_json | string | Optional | Base64-encoded image bytes when response_format is "b64_json". The format follows the upstream provider (often JPEG), not necessarily PNG. |
{
"created": 1715000000,
"data": [{
"url": "https://.../image.jpeg"
}]
}流媒体版本
经过 sse: true 当通过具有严格空闲超时的中间件进行代理时。响应是一个带有完整 JSON 的 SSE 事件,然后 [DONE].
data: {"created":1715000000,"data":[{"url":"https://.../image.jpeg"}]}
data: [DONE]图像到图像和参考
型号有 image_caps.max_input_images > 0 接受参考图像。传递 URL 或 Base64 编码的数据。
curl https://api.airforce/v1/images/generations \
-H "Authorization: Bearer sk-air-YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "nano-banana-2",
"prompt": "Same character, now in a snowy forest",
"aspect_ratio": "16:9",
"input_images": [
{"url": "https://example.com/character.jpg"}
]
}'图像编辑
兼容 OpenAI 的编辑端点。以 multipart 文件形式发送源图像(OpenAI SDK 的 images.edit 就是这样做的),或在上方的 JSON 请求体中使用 input_images。它与 /v1/images/generations 走同一路径:模型、价格和响应格式都相同。
https://api.airforce/v1/images/edits| Parameter | Type | Required | Description |
|---|---|---|---|
| model | string | Required | An image model with image_caps.max_input_images > 0 (see Discovering capabilities below). |
| prompt | string | Required | What to change or create from the input image(s). |
| image | file | Required | The source image. Repeat as image[] for several references; images, images[] and input_images are accepted too, as files or as image URLs. |
| mask | file | Optional | Forwarded as is, but no listed model declares mask support, so the serving model may ignore it. |
| n | integer | Optional | Number of images to generate. |
| size | string | Optional | Output size, e.g. "1024x1024", where the model supports it. |
| aspect_ratio | string | Optional | Output aspect ratio, e.g. "16:9", where the model supports it. |
| quality | string | Optional | Model-specific quality level. |
| response_format | string | Optional | "url" or "b64_json", as on /v1/images/generations. |
curl https://api.airforce/v1/images/edits \
-H "Authorization: Bearer sk-air-YOUR_API_KEY" \
-F "model=nano-banana-2" \
-F "prompt=Same character, now in a snowy forest" \
-F "[email protected]" \
-F "aspect_ratio=16:9"from openai import OpenAI
client = OpenAI(base_url="https://api.airforce/v1", api_key="sk-air-YOUR_API_KEY")
with open("character.png", "rb") as image:
result = client.images.edit(
model="nano-banana-2",
image=image,
prompt="Same character, now in a snowy forest",
)
print(result.data[0].url)每个请求最多 16 张输入图像,每张不超过 25 MB;模型自身的上限见 image_caps.max_input_images。没有输入图像的请求会返回 400,而不会变成文生图调用。每张输入图像都可能增加费用,以模型页面为准。
特定型号参数
除了上述通用参数之外,个别型号系列还接受额外参数。未知参数按原样转发到上游,因此任何未来特定于提供商的旋钮也无需更新 SDK 即可工作。
Nano-Banana
nano-banana-2, nano-banana-pro
| Parameter | Type | Required | Description |
|---|---|---|---|
| aspect_ratio | string | Optional | "1:1", "16:9", "9:16", "4:3". |
| resolution | string | Optional | "512", "1024", "2048". |
| image_urls | array | Optional | Reference images. |
Suno (music)
suno-v4.5、suno-v5、suno-v5.5 过去可在此端点上调用。现在它们属于原生音乐 API: /v1/audio/music ——此处的调用会以 `wrong_endpoint` 被拒绝。
发现能力
每个图像模型都暴露 image_caps 在 /v1/models 因此客户端可以在发送之前验证输入:
| Parameter | Type | Required | Description |
|---|---|---|---|
| image_caps.max_n | integer | Optional | Maximum n per request. |
| image_caps.aspect_ratios | array | Optional | Allowed aspect_ratio values. |
| image_caps.qualities | array | Optional | Allowed quality values. |
| image_caps.max_input_images | integer | Optional | 0 = text-only model. Higher = supports reference images. |
| image_caps.supports_url_input | boolean | Optional | Whether input_images may be passed as URLs (vs base64). |
| image_caps.supports_seed | boolean | Optional | Whether the model honours a seed value (most scraping-proxy upstreams ignore it). |
图像定价不在 image_caps 中——请使用 /v1/models 上该模型的价格字段获取费用。