- 实现AI多视角设计图生成功能,支持6个可选设计参数配置 - 集成SiliconFlow FLUX.1与火山引擎Seedream 4.5双模型切换 - 构建专业中文转英文prompt系统,提升AI生成质量 - 前端设计预览支持多视角切换与视角指示器展示 - 增加多视角设计图片DesignImage模型关联及存储 - 后端设计服务异步调用AI接口,失败时降级生成mock图 - 新增管理员后台管理路由及完整的权限校验机制 - 实现后台模块:仪表盘、系统配置、用户/品类/设计管理 - 配置数据库系统配置表,支持动态AI配置及热更新 - 增加用户管理员标识字段,管理后台登录鉴权支持 - 更新API接口支持多视角设计参数及后台管理接口 - 优化设计删除逻辑,删除多视角相关图片文件 - 前端新增管理后台页面与路由,布局样式独立分离 - 更新环境变量增加AI模型相关Key与参数配置说明 - 引入httpx异步HTTP客户端用于AI接口调用及图片下载 - README文档完善AI多视角生图与后台管理详细功能与流程说明
165 lines
5.3 KiB
Python
165 lines
5.3 KiB
Python
"""
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专业玉雕设计提示词构建器(数据库版)
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从数据库 prompt_templates + prompt_mappings 读取配置,支持后台热更新
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"""
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import logging
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from typing import Optional, Dict, List
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from ..database import SessionLocal
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from ..models.prompt_template import PromptTemplate, PromptMapping
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logger = logging.getLogger(__name__)
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# ============================================================
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# 品类视角配置(保留硬编码,因为与业务流程强关联)
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# ============================================================
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CATEGORY_VIEWS: Dict[str, List[str]] = {
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"牌子": ["效果图", "正面图", "背面图"],
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"珠子": ["效果图", "正面图"],
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"手把件": ["效果图", "正面图", "侧面图", "背面图"],
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"雕刻件": ["效果图", "正面图", "侧面图", "背面图"],
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"摆件": ["效果图", "正面图", "侧面图", "背面图"],
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"手镯": ["效果图", "正面图", "侧面图"],
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"耳钉": ["效果图", "正面图"],
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"耳饰": ["效果图", "正面图"],
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"手链": ["效果图", "正面图"],
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"项链": ["效果图", "正面图"],
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"戒指": ["效果图", "正面图", "侧面图"],
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"表带": ["效果图", "正面图"],
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}
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def _load_mappings(mapping_type: str) -> Dict[str, str]:
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"""从数据库加载指定类型的映射字典"""
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try:
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db = SessionLocal()
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try:
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rows = db.query(PromptMapping).filter(
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PromptMapping.mapping_type == mapping_type
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).order_by(PromptMapping.sort_order).all()
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return {r.cn_key: r.en_value for r in rows}
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finally:
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db.close()
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except Exception as e:
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logger.warning(f"加载映射 {mapping_type} 失败: {e}")
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return {}
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def _load_template(template_key: str, default: str = "") -> str:
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"""从数据库加载模板"""
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try:
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db = SessionLocal()
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try:
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tpl = db.query(PromptTemplate).filter(
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PromptTemplate.template_key == template_key
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).first()
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if tpl:
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return tpl.template_value
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finally:
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db.close()
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except Exception as e:
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logger.warning(f"加载模板 {template_key} 失败: {e}")
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return default
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def get_views_for_category(category_name: str) -> List[str]:
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"""获取品类对应的视角列表"""
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return CATEGORY_VIEWS.get(category_name, ["效果图", "正面图"])
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def build_prompt(
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category_name: str,
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view_name: str,
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sub_type_name: Optional[str] = None,
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color_name: Optional[str] = None,
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user_prompt: Optional[str] = None,
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carving_technique: Optional[str] = None,
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design_style: Optional[str] = None,
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motif: Optional[str] = None,
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size_spec: Optional[str] = None,
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surface_finish: Optional[str] = None,
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usage_scene: Optional[str] = None,
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) -> str:
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"""
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构建专业英文生图提示词(从数据库读取映射和模板)
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业务逻辑:用户参数 → 中英映射 → 填入模板 → 最终prompt
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"""
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# 从数据库加载所有映射
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category_map = _load_mappings("category")
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color_map = _load_mappings("color")
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view_map = _load_mappings("view")
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carving_map = _load_mappings("carving")
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style_map = _load_mappings("style")
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motif_map = _load_mappings("motif")
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finish_map = _load_mappings("finish")
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scene_map = _load_mappings("scene")
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sub_type_map = _load_mappings("sub_type")
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# 加载模板
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quality_suffix = _load_template("quality_suffix",
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"professional jewelry product photography, studio lighting setup, pure white background, ultra-detailed, sharp focus, 8K resolution, photorealistic rendering, high-end commercial quality")
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default_color = _load_template("default_color",
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"natural Hetian nephrite jade with warm luster")
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# 构建各部分
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parts = []
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# 1. 品类主体
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subject = category_map.get(category_name, f"Chinese Hetian nephrite jade {category_name}")
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parts.append(subject)
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# 2. 子类型
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if sub_type_name:
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sub_detail = sub_type_map.get(sub_type_name, sub_type_name)
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parts.append(sub_detail)
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# 3. 颜色
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if color_name:
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color_desc = color_map.get(color_name, f"{color_name} colored nephrite jade")
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parts.append(color_desc)
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else:
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parts.append(default_color)
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# 4. 题材纹样
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if motif:
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motif_desc = motif_map.get(motif, f"{motif} themed design")
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parts.append(f"featuring {motif_desc}")
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# 5. 雕刻工艺
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if carving_technique:
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tech_desc = carving_map.get(carving_technique, carving_technique)
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parts.append(tech_desc)
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# 6. 设计风格
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if design_style:
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style_desc = style_map.get(design_style, design_style)
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parts.append(style_desc)
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# 7. 表面处理
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if surface_finish:
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finish_desc = finish_map.get(surface_finish, surface_finish)
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parts.append(finish_desc)
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# 8. 用途场景
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if usage_scene:
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scene_desc = scene_map.get(usage_scene, usage_scene)
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parts.append(scene_desc)
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# 9. 尺寸
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if size_spec:
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parts.append(f"size approximately {size_spec}")
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# 10. 用户描述
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if user_prompt:
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parts.append(f"design concept: {user_prompt}")
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# 11. 视角
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view_desc = view_map.get(view_name, "three-quarter view")
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parts.append(view_desc)
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# 12. 质量后缀
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parts.append(quality_suffix)
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return ", ".join(parts)
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