agnes-imagegen

name	agnes-imagegen
description	Generate images using the Agnes Image 2.0 Flash model API. Use when the user asks to generate images via Agnes AI platform (apihub.agnes-ai.com). Triggers on: agnes image, agnes 图片, image gen, generate image, text to image, img2img, image editing, multi-image composition, 生图, 文生图, 图生图.

Agnes Image Generation

Generate images using the Agnes Image 2.0 Flash API.

Prerequisites

• An Agnes AI API key from API Platform
• Base URL: https://apihub.agnes-ai.com/v1

API Details

Endpoint: POST https://apihub.agnes-ai.com/v1/images/generations

Headers:

• Authorization: Bearer YOUR_API_KEY
• Content-Type: application/json

Model Name: agnes-image-2.0-flash

Request Parameters

Parameter	Type	Required	Description
model	string	Yes	Fixed as agnes-image-2.0-flash
prompt	string	Yes	Text prompt describing the target image or editing instruction
size	string	Yes	Output image size: 1024x768, 1024x1024, or 768x1024
image	string[]	Image-to-Image only	Input image array. Supports public URLs or Data URI Base64
return_base64	boolean	No	Return Base64 output for text-to-image
extra_body.response_format	string	No	Output format: url or b64_json

Workflows

1. Text-to-Image (URL output)

curl -X POST https://apihub.agnes-ai.com/v1/images/generations \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "agnes-image-2.0-flash",
    "prompt": "A clean product photo of a glass cube on a white studio background, soft shadows, high detail",
    "size": "1024x768",
    "extra_body": { "response_format": "url" }
  }'

Result: data[0].url

2. Text-to-Image (Base64 output)

curl -X POST https://apihub.agnes-ai.com/v1/images/generations \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "agnes-image-2.0-flash",
    "prompt": "A clean product photo of a glass cube on a white studio background, soft shadows, high detail",
    "size": "1024x768",
    "return_base64": true
  }'

Result: data[0].b64_json

3. Image-to-Image (URL input, URL output)

curl -X POST https://apihub.agnes-ai.com/v1/images/generations \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "agnes-image-2.0-flash",
    "prompt": "Transform this image into a cinematic cyberpunk style while preserving the main subject and composition",
    "size": "1024x768",
    "extra_body": {
      "image": ["https://example.com/input-image.png"],
      "response_format": "url"
    }
  }'

4. Multi-Image Composition

curl -X POST https://apihub.agnes-ai.com/v1/images/generations \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "agnes-image-2.0-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"
    }
  }'

Response Format

URL output:

{
  "created": 1780000000,
  "data": [
    {
      "url": "https://storage.googleapis.com/agnes-aigc/xxx.png",
      "b64_json": null,
      "revised_prompt": null
    }
  ]
}

Base64 output:

{
  "created": 1780000000,
  "data": [
    {
      "url": null,
      "b64_json": "iVBORw0KGgoAAAANSUhEUgAA...",
      "revised_prompt": null
    }
  ]
}

Important Notes

• Text-to-image does not require the image parameter
• Image-to-image requires image array (public URLs or Data URI Base64)
• Image-to-image does NOT require tags: ["img2img"]
• Do NOT place response_format at the top level — use extra_body.response_format
• Client timeout recommended: 60s–360s
• Pricing: Currently free during beta

Prompt Best Practices

Text-to-Image structure: [Main subject] + [Scene/background] + [Style] + [Lighting] + [Composition] + [Quality requirements]

Example:

A young explorer standing in an ancient temple, cinematic fantasy style, warm dramatic lighting, wide-angle composition, ultra detailed, high quality

Image-to-Image structure: [Editing instruction] + [Elements to preserve] + [Target style/scene] + [Lighting] + [Composition] + [Quality requirements]

Example:

Change the background into a cinematic fantasy temple while preserving the person's face, outfit, and pose, warm dramatic lighting, wide-angle composition, ultra detailed, high quality