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升级版图像生成模型,优化高信息密度图像生成,并支持文生图、图生图和多图合成工作流。
Agnes Image 2.1 Flash 是 Agnes AI 的升级图像生成模型,支持文生图、图生图和多图合成。相比 2.0 版本,它更适合高信息密度图像、复杂构图和细节丰富的视觉场景。
模型名称 agnes-image-2.1-flash
API Endpoint POST /v1/images/generations
Agnes Image 2.1 Flash 可根据文本提示词生成图像,也可基于输入图像进行转换、重绘和风格化编辑。它支持以图像 URL 或 Base64 数据形式返回结果。
高信息密度优化 更适合复杂场景、丰富构图和多层视觉元素。
构图保留 图生图编辑时可尽量保留原始构图和主体布局。
核心能力
高信息密度图像 优化细节丰富、布局复杂、视觉元素密集的图像生成效果。
灵活尺寸控制 使用 1K、2K、3K、4K 等尺寸档位,并配合支持的宽高比。
URL / Base64 输出 支持图像 URL 或 Base64 数据返回。
适用场景
API Reference
Endpoint
POST https://apihub.agnes-ai.com/v1/images/generations
请求头
-H "Authorization: Bearer YOUR_API_KEY"
-H "Content-Type: application/json"
请求参数
参数 类型 必填 说明 modelstring 是 模型名称,使用 agnes-image-2.1-flash。 promptstring 是 图像生成或图像编辑的文本指令。 sizestring 是 输出尺寸档位。推荐值为 1K、2K、3K、4K。也兼容 1024x768 这类历史精确尺寸写法,但不支持的尺寸可能会被标准化。 ratiostring 否 与档位式 size 配合使用的宽高比。支持 1:1、3:4、4:3、16:9、9:16、2:3、3:2、21:9,默认值为 1:1。 imagestring[] 图生图或多图合成必填 输入图像数组,支持公共图像 URL 或 Data URI Base64。多图合成时传入多张图像。 return_base64boolean 否 文生图需要以 Base64 返回时使用。 extra_bodyobject 否 高级工作流的附加参数。 extra_body.response_formatstring 否 输出格式,常见值为 url 或 b64_json。
尺寸与宽高比
为了获得可预期的输出尺寸,建议将 size 与 ratio 配合使用。
推荐 size 值:1K、2K、3K、4K
支持的 ratio 值:1:1、3:4、4:3、16:9、9:16、2:3、3:2、21:9
如果请求 1920x1080 或 2560x1440 这类不受原生支持的精确尺寸,服务可能会自动映射到最接近的标准档位和宽高比。
如果需要生成 1920x1080 或 2560x1440 这类常见 16:9 显示素材,建议请求 size: "2K" 和 ratio: "16:9",再在下游裁剪或缩放到最终画布。
1920x1080 和 2560x1440 是标准显示器分辨率,但不是该图像模型的原生输出尺寸。不支持的精确尺寸可能会被标准化,例如映射为 16:9 的 1K 输出尺寸 1312x736。
输出尺寸参考
Ratio 1K 2K 3K 4K 1:11024x10242048x20483072x30724096x40963:4864x11521728x23042592x34563456x46084:31152x8642304x17283456x25924608x345616:91312x7362624x14723936x22085248x29449:16736x13121472x26242208x39362944x52482:3832x12481664x24962496x37443328x49923:21248x8322496x16643744x24964992x332821:91568x6723136x13444704x20166272x2688
示例:16:9 的 2K 输出
curl https://apihub.agnes-ai.com/v1/images/generations \
-H "Authorization: Bearer YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "agnes-image-2.1-flash",
"prompt": "A cinematic product hero image for a desktop monitor wallpaper, clean lighting, high detail",
"size": "2K",
"ratio": "16:9",
"extra_body": {
"response_format": "url"
}
}'
该请求会返回 16:9 的 2K 档位输出尺寸:2624x1472。
重要说明
请勿在请求体顶层放置 response_format。需要 URL 输出时,请使用 extra_body.response_format: "url";图生图 Base64 输出请使用 extra_body.response_format: "b64_json"。
文生图 必填参数为 model、prompt 和 size。
尺寸 + 宽高比 使用 2K 等档位式 size,并配合 16:9 等 ratio。
图生图 需要在 extra_body.image 中提供输入图像 URL 或 Data URI Base64。
多图合成 在 extra_body.image 中传入多张参考图像。
Base64 输出 文生图可使用 return_base64: true;图生图请使用 extra_body.response_format: "b64_json"。
无需 tags 图生图不需要传递 tags: ["img2img"]。
请求示例
文生图:URL 输出
文生图:Base64 输出
图生图:URL 输出
图生图:Base64 输出
多图合成
Data URI 输入
curl https://apihub.agnes-ai.com/v1/images/generations \
-H "Authorization: Bearer YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "agnes-image-2.1-flash",
"prompt": "A luminous floating city above a misty canyon at sunrise, cinematic realism",
"size": "1024x768",
"extra_body": {
"response_format": "url"
}
}'
返回路径:data[0].url curl https://apihub.agnes-ai.com/v1/images/generations \
-H "Authorization: Bearer YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "agnes-image-2.1-flash",
"prompt": "A clean product photo of a glass cube on a white studio background, soft shadows, high detail",
"size": "1024x768",
"return_base64": true
}'
返回路径:data[0].b64_json curl https://apihub.agnes-ai.com/v1/images/generations \
-H "Authorization: Bearer YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "agnes-image-2.1-flash",
"prompt": "Transform the scene into a rain-soaked cyberpunk night with neon reflections while preserving the original composition",
"size": "1024x768",
"extra_body": {
"image": [
"https://example.com/input-image.png"
],
"response_format": "url"
}
}'
返回路径:data[0].url curl https://apihub.agnes-ai.com/v1/images/generations \
-H "Authorization: Bearer YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "agnes-image-2.1-flash",
"prompt": "Make the object orange while preserving the original composition",
"size": "1024x768",
"extra_body": {
"image": [
"https://example.com/input-image.png"
],
"response_format": "b64_json"
}
}'
返回路径:data[0].b64_json curl https://apihub.agnes-ai.com/v1/images/generations \
-H "Authorization: Bearer YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "agnes-image-2.1-flash",
"prompt": "Combine the two characters into an intense fantasy battle scene, dynamic lighting, detailed background, cinematic composition",
"size": "1024x768",
"extra_body": {
"image": [
"https://example.com/character-1.png",
"https://example.com/character-2.png"
],
"response_format": "url"
}
}'
data:image/png;base64,BASE64_HERE
curl https://apihub.agnes-ai.com/v1/images/generations \
-H "Authorization: Bearer YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "agnes-image-2.1-flash",
"prompt": "Make the object matte black while preserving the original composition",
"size": "1024x768",
"extra_body": {
"image": [
"data:image/png;base64,BASE64_HERE"
],
"response_format": "b64_json"
}
}'
响应格式
{
"created" : 1780000000 ,
"data" : [
{
"url" : "https://storage.googleapis.com/agnes-aigc/xxx.png" ,
"b64_json" : null ,
"revised_prompt" : null
}
]
}
{
"created" : 1780000000 ,
"data" : [
{
"url" : null ,
"b64_json" : "iVBORw0KGgoAAAANSUhEUgAA..." ,
"revised_prompt" : null
}
]
}
推荐提示词结构
[主体] + [场景 / 环境] + [风格] + [光照] + [构图] + [质量要求]
日出时分薄雾峡谷上方的发光浮空城市,电影级写实风格,广角构图,丰富的建筑细节,柔和的金色光线,高视觉密度
[改变要求] + [新风格 / 场景] + [需要添加或移除的元素] + [需要保留的元素]
将白天街道场景改为电影级赛博朋克夜景,添加霓虹招牌和湿滑路面倒影,同时保留原始街道布局、相机角度和主要建筑形状。
请说明每张参考图的角色,以及最终图像应如何组合这些参考信息。 [参考图角色] + [目标场景] + [图像之间的关系] + [风格 / 光照 / 构图]
将第一张图作为主要角色,第二张图作为产品参考,生成一张电影级活动海报,保留角色身份和产品外形,使用自然光照和干净的商业构图。
请清晰描述视觉层次结构,包括主要主体、背景环境、重要次要细节、风格、光照和构图约束。 建在悬崖上的大型奇幻港口城市,数百艘小船,层叠的石桥,发光的窗户,远山,多云的日落天空,电影级奇幻写实风格,广角构图,丰富的建筑细节,高视觉密度
常见错误与故障排除
错误写法: {
"model" : "agnes-image-2.1-flash" ,
"prompt" : "A futuristic city" ,
"size" : "1024x768" ,
"response_format" : "url"
}
正确写法: {
"model" : "agnes-image-2.1-flash" ,
"prompt" : "A futuristic city" ,
"size" : "1024x768" ,
"extra_body" : {
"response_format" : "url"
}
}
图生图不需要传递 tags: ["img2img"]。只需在 extra_body.image 中提供输入图像。
请使用公共 HTTPS 图像 URL,并确认不需要登录、cookie 或私有请求头;如果无法公开访问,请使用 Data URI Base64。
根据提示词复杂度、图像尺寸和服务器负载情况,图像生成可能需要数秒到几十秒。客户端超时时间建议设置为 60s - 360s。
图生图和多图合成生成时,extra_body.image 为必填项。 {
"model" : "agnes-image-2.1-flash" ,
"prompt" : "Make the image cyberpunk style while preserving the original composition" ,
"size" : "1024x768" ,
"extra_body" : {
"image" : [ "https://example.com/input.png" ],
"response_format" : "url"
}
}
类型 标准价格 当前价格 生成图像 $0.003 / 张$0 / 张
接入检查清单
使用 agnes-image-2.1-flash 作为模型名称。
使用 https://apihub.agnes-ai.com/v1/images/generations 作为 API 端点。
文生图请求必须包含 model、prompt 和 size。
为获得可预期的输出尺寸,建议使用 1K 或 2K 等 size 档位,并配合 ratio。
图生图和多图合成请求需要在 extra_body.image 中提供输入图像。
请勿将 response_format 放在顶层,也不要传递 tags: ["img2img"]。
Agnes Image 2.0 Flash
Agnes Video V2.0
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`,_jsx(_components.code,{children:`agnes-image-2.1-flash`}),`。`]})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`prompt`})}),_jsx(_components.td,{children:`string`}),_jsx(_components.td,{children:`是`}),_jsx(_components.td,{children:`图像生成或图像编辑的文本指令。`})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`size`})}),_jsx(_components.td,{children:`string`}),_jsx(_components.td,{children:`是`}),_jsxs(_components.td,{children:[`输出尺寸档位。推荐值为 `,_jsx(_components.code,{children:`1K`}),`、`,_jsx(_components.code,{children:`2K`}),`、`,_jsx(_components.code,{children:`3K`}),`、`,_jsx(_components.code,{children:`4K`}),`。也兼容 `,_jsx(_components.code,{children:`1024x768`}),` 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\\\\`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#0550AE`,\"--shiki-dark\":`#569CD6`},children:` -d`}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:` '{`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:` \"model\": \"agnes-image-2.1-flash\",`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:` \"prompt\": \"A cinematic product hero image for a desktop monitor wallpaper, clean lighting, high detail\",`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:` \"size\": \"2K\",`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:` \"ratio\": 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URL 输出时,请使用 `,_jsx(_components.code,{children:`extra_body.response_format: \"url\"`}),`;图生图 Base64 输出请使用 `,_jsx(_components.code,{children:`extra_body.response_format: \"b64_json\"`}),`。`]})}),`\n`,_jsxs(CardGroup,{cols:2,children:[_jsx(Card,{title:`文生图`,icon:`wand-magic-sparkles`,children:_jsxs(_components.p,{children:[`必填参数为 `,_jsx(_components.code,{children:`model`}),`、`,_jsx(_components.code,{children:`prompt`}),` 和 `,_jsx(_components.code,{children:`size`}),`。`]})}),_jsx(Card,{title:`尺寸 + 宽高比`,icon:`expand`,children:_jsxs(_components.p,{children:[`使用 `,_jsx(_components.code,{children:`2K`}),` 等档位式 `,_jsx(_components.code,{children:`size`}),`,并配合 `,_jsx(_components.code,{children:`16:9`}),` 等 `,_jsx(_components.code,{children:`ratio`}),`。`]})}),_jsx(Card,{title:`图生图`,icon:`images`,children:_jsxs(_components.p,{children:[`需要在 `,_jsx(_components.code,{children:`extra_body.image`}),` 中提供输入图像 URL 或 Data URI 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