# Ark Seedream 5.0 Update

This project now aligns its generic image-generation flow with the current Ark Seedream 5.0 usage pattern.

## What changed

- Single-image text-to-image is supported through the generic design-image endpoint.
- Reference-image generation is supported by passing the latest uploaded chat image into the image model.
- Multi-image generation is supported with Ark sequential image generation.
- When the requested image count is greater than 1, the backend collects stream events and returns a final image list to the chat UI.

## Runtime mapping

- Backend image model entry:
  - `Server/app/api/v1/ai_llm.py`
  - Uses `client.images.generate(...)`
  - Supports:
    - `sequential_image_generation="disabled"` for single image
    - `sequential_image_generation="auto"` for multi-image
    - `SequentialImageGenerationOptions(max_images=...)`

- Generic API endpoint:
  - `POST /ai/generate-design-images`
  - File: `Server/app/api/v1/ai_pattern.py`

- Chat tool:
  - `generate_design_images`
  - File: `Server/app/api/v1/ai_tools.py`

- Frontend executor:
  - `Designer/src/utils/aiToolExecutor.ts`

## Supported use cases

- "生成一张高级感海报背景图"
- "根据这张参考图出 4 张不同方向稿"
- "生成一组连贯插画"
- "做 3 张 KV 草案给我选"

## Notes

- The current chat UI renders the returned image URLs directly inside the assistant conversation.
- The current implementation caps multi-image generation at 4 images per request.
- The project still uses the configured `AI_IMAGE_EDIT_MODEL` as the unified Ark image-generation model slot.