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  • OpenAI Agents SDK:OpenAI官方多智能体框架,27K+ Stars让Agentic AI开发变得简单

    OpenAI Agents SDK:OpenAI官方多智能体框架,27K+ Stars让Agentic AI开发变得简单

    OpenAI Agents SDK 架构图

    OpenAI Agents SDK 多智能体编排架构示意图(图片来源:OpenAI 官方文档)

    项目简介

    OpenAI Agents SDK 是 OpenAI 官方出品的轻量级、强大的多智能体工作流编排框架,2025年3月开源,至今已获得 27,470+ Stars 和 4,227 Forks。一句话概括:让你用极简的 Python 代码,构建生产级的多智能体 AI 应用

    与 LangChain、AutoGen 等第三方框架不同,Agents SDK 是 OpenAI 官方原生维护,与 OpenAI API 深度集成,同时支持 100+ 其他 LLM(通过 LiteLLM),真正做到了 provider-agnostic(提供商无关)。

    🌟 核心定位:不是另一个 AI 框架,而是 OpenAI 对「如何构建 Agentic AI 应用」的官方最佳实践。如果你在用 GPT/Claude 构建智能体应用,这是目前最权威的参考实现。

    安装要求和过程

    环境要求

    • Python:3.10 及以上版本
    • 依赖:Pydantic v2、httpx、mcp-python-sdk
    • API Key:OpenAI API Key(或兼容的其它 LLM)

    快速安装

    # 使用 pip(推荐)
    pip install openai-agents
    
    # 使用 uv(更快)
    uv add openai-agents
    
    # 语音功能支持(可选)
    pip install 'openai-agents[voice]'
    
    # Redis 会话支持(可选)
    pip install 'openai-agents[redis]'
    

    最小可运行示例

    import os
    from agents import Agent, Runner
    
    # 设置 API Key(支持任何兼容 OpenAI API 的服务)
    os.environ["OPENAI_API_KEY"] = "your-api-key"
    
    agent = Agent(
        name="Assistant",
        instructions="你是一个有帮助的助手。",
    )
    
    result = Runner.run_sync(agent, "用一句话解释什么是 MCP?")
    print(result.final_output)
    

    核心功能

    🤖 1. Agents — 智能体定义

    通过声明式 API 定义智能体:配置指令(instructions)、工具(tools)、安全护栏(guardrails)和交接策略(handoffs)。每个 Agent 是一个独立的 LLM 调用上下文。

    🔄 2. Handoffs — 智能体交接

    一个智能体可以将对话「交接」给另一个智能体,实现专业分工。例如: triage Agent → 路由到 billing Agent / technical Agent,是构建多智能体系统的核心机制。

    🛡️ 3. Guardrails — 输入/输出安全护栏

    可配置的安全检查,在 Agent 执行前后验证输入和输出。支持自定义 guardrail 函数,实现内容审核、敏感信息过滤、输出格式校验等。

    🔧 4. Tools + MCP — 工具与协议扩展

    支持函数工具(function tools)、MCP 服务器工具、托管工具(web search / file search / computer use)。MCP 协议原生支持,可接入 1000+ 工具生态。

    📊 5. Tracing — 内置可观测性

    所有 Agent 运行自动记录追踪信息,可在 OpenAI Traces Dashboard 查看、调试和优化工作流。无需额外配置,开箱即用。

    📦 6. Sandbox Agents — 容器化工作空间

    v0.14.0 新增功能。Agent 可以在隔离的容器环境中执行真实工作(读写文件、运行命令、应用补丁),支持长时间跨会话的任务。可用于代码审查、自动修复等场景。

    🎙️ 7. Realtime Agents — 语音智能体

    基于 gpt-realtime-2 模型构建语音智能体,支持实时语音对话,完整集成 Agent 所有功能(工具调用、handoffs、guardrails)。可用于构建 AI 客服、语音助手等。

    💬 8. Sessions — 会话历史管理

    自动管理跨多次运行的对话历史,开发者无需手动维护上下文。支持 Redis 持久化,适合生产环境。

    典型使用场景

    场景一:客户服务多智能体系统

    构建一个客服系统,用户消息首先进入 Triage Agent,根据问题类型自动交接给:

    • Billing Agent:处理账单、退款、付费问题
    • Technical Agent:处理技术故障、错误排查
    • Escalation Agent:复杂问题升级人工处理(Human-in-the-loop)

    每个专业 Agent 有自己的指令、工具和知识库,Handoffs 实现无缝切换。Guardrails 确保用户输入和 Agent 输出符合安全规范。

    场景二:AI 编程助手(代码审查+自动修复)

    利用 Sandbox Agents 在隔离环境中运行 AI 编程助手:

    • Agent 克隆代码仓库到沙箱
    • 阅读代码、分析 Issue
    • 生成修复方案并执行测试
    • 自动提交 PR

    整个过程在沙箱中完成,不影响生产环境。支持跨长时间任务(分钟级到小时级)。

    场景三:语音 AI 助手(Realtime Agent)

    基于 Realtime Agents 构建语音助手:

    • 用户通过语音提问
    • gpt-realtime-2 实时理解并响应
    • Agent 调用工具(查天气、搜信息、控制智能家居)
    • 支持中断、插话、多轮对话

    可用于 AI 客服热线、语音笔记助手、语言学习陪练等场景。

    推荐理由

    作为一个深度使用过 LangChain、AutoGen、CrewAI 等框架的开发者,OpenAI Agents SDK 是目前我最推荐的入门和生产级多智能体框架,原因如下:

    1. 官方背书,长期维护有保障:由 OpenAI 官方团队维护,与 OpenAI API 深度集成,未来能力(如 Realtime API、Computer Use)会第一时间支持。不用担心框架突然停更。
    2. 设计极简,学习曲线平缓:核心概念只有 Agents / Handoffs / Tools / Guardrails / Tracing 五个,API 设计直观。相比 LangChain 的复杂抽象,Agents SDK 让你专注于业务逻辑。
    3. Provider-agnostic,不绑定 OpenAI:虽然由 OpenAI 维护,但通过 LiteLLM 支持 100+ LLM(Anthropic / Gemini / DeepSeek / 本地 Ollama 等)。你可以在开发时用 GPT-4o,生产时切换到更便宜的模型。
    4. 内置 Tracing,调试不再抓瞎:所有 Agent 运行自动记录到 OpenAI Platform,可以查看每次 LLM 调用、工具执行、handoff 传递的完整链路。这是其他框架需要自己搭建的可观测性系统。
    5. 生产级特性齐全:Guardrails(安全护栏)、Human-in-the-loop(人工介入)、Sessions(会话管理)、沙箱隔离,这些都是生产环境必需但很多框架忽视的特性。

    ⚠️ 注意事项:Agents SDK 是 Python-first 框架,如果你需要 JS/TS 版本,可以查看 openai-agents-js。另外,Tracing 功能默认将数据传输到 OpenAI Platform,如数据隐私有要求,可以配置自定义 tracing processor。

    项目数据一览

    指标 数据
    GitHub Stars 27,470+ ⭐
    Forks 4,227
    主要功能 多智能体编排、Handoffs、Guardrails、Tracing、MCP、Sandbox Agents、Realtime
    编程语言 Python(也支持 JS/TS)
    开源许可 MIT License
    维护方 OpenAI 官方
    创建时间 2025年3月11日
    最后更新 2026年6月27日(非常活跃 🔥)

    下载地址

    🚀 OpenAI Agents SDK 让构建生产级多智能体应用变得简单而强大。如果你正在做 AI Agent 项目,这应该是你的首选框架。

  • 手绘线描婚礼预告请柬设计

    手绘线描婚礼预告请柬设计

    手绘线描婚礼预告请柬设计



    🤖 ChatGPT

    🇺🇸 English Prompt

    Generate a personal, commemorative, and ritualistic informational image around any theme: The composition uses a large area of bright, clear, and clean light-colored background as a breathing space, retaining subtle paper fibers and soft grains, but the overall look must not appear old or muddy; the center consists of simple monochromatic hand-drawn lines forming two main supporting characters, whose bodies remain as light line drawings, making the high-held photo frames, cards, or theme containers the visual focus, with real image fragments directly related to the theme embedded inside the frames, making the images look like solemnly displayed memory faces; a smaller theme symbol carrier is added below, lifting a secondary image or symbol, forming an intimate, humorous, and layered three-point relationship. The periphery is wrapped with a continuous, slightly irregular hand-drawn line to create a relaxed border, with small loops, bends, and theme-derived small icons in parts, making the border look like a casually drawn celebration clue rather than a hard decoration. Text is the core of the structure, using a stable and clear main title and a soft cursive subtitle at the top, a ritualistic phrase in the largest font size in the lower-middle part, and then smaller text to carry descriptions and date information; the font rhythm switches between formal and handwritten styles, with loose character spacing and ample white space, the reading path entering from the top information to the central image, then landing on the key text below. Colors are extracted from the theme's own material, emotion, and cultural signals, mapped to a high-brightness background color, a single clear structural line color, a small amount of theme emphasis color, and low-interference texture color; maintain the area relationship of a large light-bright background, a small amount of saturated lines and image color blocks, the overall feel is warm, intimate, bright, brisk, clean, and airy, with emphasis colors only serving line frames, text, and small icons. The final product should look like a carefully typeset hand-drawn commemorative invitation, with both the private evidence of real images and the relaxed sense of ritual brought by illustration lines, avoiding complex backgrounds, heavy shadows, cluttered decorations, and over-realistic figures.
    
    ——————
    Want to replace with: A wedding preview invitation for a new couple, retaining the intimate structure of the two newlyweds holding a photo frame and a pet holding a small photo.
    For posting on Moments: To notify friends and family to save the date for the wedding, text can include Save the Date, the names of the two newlyweds, and the wedding date.
    Layout requirements: Vertical version 9:16, light and bright white space background, reddish-brown monochromatic line drawing, photo areas are clear as if solemnly displayed.

    🇨🇳 中文提示词

    围绕任意主题对象生成一张带私人纪念感与仪式感的信息图像:画面以大面积明亮、清透、干净的轻质底色作为呼吸场,保留细微纸面纤维和柔和颗粒,但整体不能显旧或浑浊;中心由简洁单色手绘线条构成两个主要承托角色,角色身体保持轻盈线描,只让他们高举的相框、卡片或主题容器成为视觉焦点,框内嵌入与主题直接相关的真实影像片段,使影像像被郑重展示的记忆面孔;下方加入一个更小的主题符号承托者,托起次级影像或象征物,形成亲密、幽默、层次分明的三点关系。外围用一根连续、略不规则的手绘线绕出松弛边界,局部带小环、小弯和主题派生的小图标,让边框像随手画出的庆祝线索而不是硬质装饰。文字是结构核心,上方使用稳重清晰的主标题和轻柔连笔副标题,中下部放最大字号的仪式性短语,再用较小文字承接说明与日期信息;字体节奏在端正与手写感之间切换,字距宽松,留白充足,阅读路径从顶部信息进入中心影像,再落到下方关键文字。色彩从主题自身的材质、情绪和文化信号中提取,映射为高明度底色、单一清晰结构线色、少量主题强调色和低干扰纹理色;保持大面积浅亮底、少量饱和线条与影像色块的面积关系,整体温暖亲近、明亮轻快、洁净通风,强调色只服务于线框、文字和小图标。成品应像一张被精心排版的手绘纪念请柬,既有真实影像的私人证据,又有插画线条带来的轻松仪式感,避免复杂背景、厚重阴影、杂乱装饰和过度写实人物。
    
    
    ——————
    想替换成:一张新人婚礼预告请柬,保留两位新人举相框和宠物托小照片的亲密结构
    发朋友圈用:通知亲友预留婚礼日期,文字可以写 Save the Date、两位新人姓名和婚期
    版式要求:竖版 9:16,浅亮留白背景,红棕单色线描,照片区域清晰像被郑重展示
  • 云端巨型粉色花朵时尚模特人像

    云端巨型粉色花朵时尚模特人像

    云端巨型粉色花朵时尚模特人像



    🤖 ChatGPT

    🇺🇸 English Prompt

    Photorealistic high-fashion editorial image, vertical 4:5. A young adult fashion model sitting calmly on the center of one enormous pink flower growing above the clouds, the flower stem rising from below and disappearing into soft white clouds. Low-angle perspective from slightly below, the flower framing the image, making the flower feel monumental and surreal. The model wears a short sleeve crisp oversized white shirt, loose light trousers, silver jewelry, and black minimal sandals. Natural open brown hair moving softly in the wind, composed expression, slight soft smile. Clean vivid blue sky, a few soft white clouds, huge detailed flower petals, bright natural daylight, crisp vivid color, playful surreal fashion campaign mood, realistic anatomy, natural hands, sharp editorial photography, no text, no logos --ar 4:5 --raw --profile glu65pn --stylize 60 --weird 4 --hd

    🇨🇳 中文提示词

    逼真的高级时尚社论图像,垂直4:5。一位年轻的时尚模特静静地坐在云端上方生长的一朵巨大的粉色花朵中心,花茎从下方升起并消失在柔软的白云中。从略下方的低角度透视,花朵构成了画面,使花朵显得宏伟而超现实。模特穿着短袖清爽的廓形白色衬衫、宽松的浅色长裤、银色首饰和黑色极简凉鞋。自然散开的棕色头发在风中轻轻飘动,神情沉着,带着一丝柔和的微笑。洁净生动的蓝天,几朵柔软的白云,巨大的细节丰富的花瓣,明亮的自然日光,清脆生动的色彩,俏皮的超现实时尚竞选氛围,真实的解剖结构,自然的手部,锐利的社论摄影,无文字,无标志 --ar 4:5 --raw --profile glu65pn --stylize 60 --weird 4 --hd
  • 电影感日系卧室东亚女性肖像

    电影感日系卧室东亚女性肖像

    电影感日系卧室东亚女性肖像



    🤖 ChatGPT

    🇺🇸 English Prompt

    Cinematic Japanese-style bedroom portrait of an adult East Asian woman, kneeling beside a white bed in a minimalist room, leaning forward with arms resting on the mattress, one hand supporting her cheek, soft melancholic eye contact, short tousled dark brown hair, natural makeup, realistic skin texture.
    
    Wearing a fitted black short-sleeve top and light beige cotton skirt. Warm natural window light, wooden floor, clean background, vertical 9:16 composition, 85mm lens, f/1.8, shallow depth of field, subtle film grain, soft golden backlight, ultra-realistic photography, cinematic mood, authentic expression, high detail, professional editorial quality.
    Negative: blurry, low-res, bad hands, extra fingers, distorted face, extra limbs, plastic skin, messy background, anime, illustration, CGI, oversexualized clothing, cheap AI look.

    🇨🇳 中文提示词

    电影感日系卧室成年东亚女性肖像,跪在极简主义房间的白色床边,身体前倾且双臂休息在床垫上,一只手托着脸颊,柔和忧郁的眼神交流,短发凌乱的深棕色头发,自然妆容,真实的皮肤纹理。
    
    穿着修身的黑色短袖上衣和浅米色棉质裙子。温暖的自然窗光,木地板,干净的背景,垂直 9:16 构图,85mm 镜头,f/1.8,浅景深,微妙的胶片颗粒,柔和的金色背光,超现实摄影,电影情绪,真实的表情,高细节,专业编辑质量。
    负面:模糊,低分辨率,坏手,多余的手指,扭曲的脸,多余的四肢,塑料皮肤,凌乱的背景,动漫,插图,CGI,过度性感的服装,廉价的 AI 外观。
  • 豪华3D手机APP图标系列可爱女孩

    豪华3D手机APP图标系列可爱女孩

    豪华3D手机APP图标系列可爱女孩



    🤖 ChatGPT

    🇺🇸 English Prompt

    Ultra-realistic 3D mobile app icon collection arranged in a clean 3x5 grid layout, inspired by luxury social media and smartphone app logos. Each app icon is oversized, glossy, rounded-square, with deep 3D extrusion and premium soft shadows.
    
    Inside every icon, an adorable 4-year-old girl (use uploaded face reference, preserve exact facial features and hairstyle) is integrated naturally into the logo design, posing elegantly while interacting with the shape of the icon. Fashion-forward styling, confident expression, cinematic posture, modern luxury aesthetic.
    
    Apps included:
    
    Instagram
    
    WhatsApp
    
    YouTube
    
    Spotify
    
    Netflix
    
    TikTok
    
    Gmail
    
    Google Maps
    
    Safari
    
    App Store
    
    Chrome
    
    Clock
    
    Calendar
    
    Photos
    
    Notes
    
    The girl wears different high-fashion outfits matching each app’s color palette:
    
    Instagram: orange-pink gradient suit
    
    WhatsApp: white fitted outfit
    
    YouTube: red luxury outfit
    
    Spotify: black and neon green fashion suit
    
    Netflix: black elegant outfit
    
    TikTok: black futuristic fashion
    
    Gmail: white-red modern outfit
    
    Google Maps: colorful stylish outfit
    
    Safari: royal blue flowing outfit
    
    App Store: blue designer outfit
    
    Chrome: vibrant multicolor fashion
    
    Clock: metallic silver luxury outfit
    
    Calendar: white editorial fashion
    
    Photos: rainbow artistic fashion
    
    Notes: yellow-white minimal outfit
    
    Minimal beige studio background, soft cinematic lighting, premium product photography style, highly detailed textures, realistic fabric folds, dramatic shadows, centered compositions, modern luxury advertisement aesthetic, ultra-sharp focus, depth of field, 8K render, Octane render, hyper-detailed, elegant and clean. Aspect ratio 9 :16. Same face preserved.

    🇨🇳 中文提示词

    超逼真3D移动应用图标系列,采用整洁的3x5网格布局,灵感源自豪华社交媒体和智能手机应用徽标。每个应用图标都是超大尺寸、光滑、圆角正方形,具有深邃的3D挤压感和高级柔和阴影。
    
    在每个图标内部,一个可爱的4岁女孩(使用上传的面部参考,保留准确的面部特征和发型)自然地融入徽标设计中,优雅地摆姿势,同时与图标的形状互动。时尚前卫的造型,自信的表情,电影般的姿态,现代奢华美学。
    
    包含的应用:
    
    Instagram
    
    WhatsApp
    
    YouTube
    
    Spotify
    
    Netflix
    
    TikTok
    
    Gmail
    
    Google Maps
    
    Safari
    
    App Store
    
    Chrome
    
    Clock
    
    Calendar
    
    Photos
    
    Notes
    
    女孩穿着与每个应用调色板匹配的不同高级时尚服装:
    
    Instagram:橙粉渐变套装
    
    WhatsApp:白色合身套装
    
    YouTube:红色奢华装扮
    
    Spotify:黑色和霓虹绿时尚西装
    
    Netflix:黑色优雅装扮
    
    TikTok:黑色未来派时尚
    
    Gmail:白红现代装扮
    
    Google Maps:多彩时尚装扮
    
    Safari:宝蓝色飘逸装扮
    
    App Store:蓝色设计师装扮
    
    Chrome:充满活力的多色时尚
    
    Clock:金属银色奢华装扮
    
    Calendar:白色社论时尚
    
    Photos:彩虹艺术时尚
    
    Notes:黄白极简装扮
    
    简约米色摄影棚背景,柔和的电影级光效,高级产品摄影风格,细节丰富的纹理,真实的织物褶皱,戏剧性的阴影,居中构图,现代奢华广告美学,超清晰对焦,景深,8K渲染,Octane渲染,高度精细,优雅且整洁。宽高比 9:16。保持同一张脸。
  • 萌系黑白手绘Q版母子涂鸦插画

    萌系黑白手绘Q版母子涂鸦插画

    萌系黑白手绘Q版母子涂鸦插画



    🤖 ChatGPT

    🇺🇸 English Prompt

    Transform the uploaded photo into a cute black-and-white hand-drawn chibi doodle illustration. Preserve the exact pose, composition, facial expressions, clothing, sunglasses, and antler headband while converting the mother and child into adorable cartoon characters with oversized heads, tiny bodies, round eyes, soft smiles, and simplified features. Use clean black ink linework on a pure white background with subtle sketch hatching, playful hand-drawn texture, tiny hearts, sparkles, and cute doodle accents around them. Maintain the warm hug, joyful family connection, and candid photo-booth perspective. Kawaii manga-inspired art style, minimalist monochrome palette, sticker-pack aesthetic, wholesome children's storybook illustration, charming sketchbook drawing, expressive faces, soft rounded shapes, cozy and heartwarming mood, highly detailed line art, cute social media avatar style, masterpiece quality.

    🇨🇳 中文提示词

    将上传的照片转换为可爱的黑白手绘Q版涂鸦插画。保留准确的姿势、构图、面部表情、服装、墨镜和鹿角发箍,同时将母亲和孩子转化为拥有大脑袋、小身体、圆眼睛、温柔微笑和简化特征的可爱卡通角色。在纯白背景上使用干净的黑色墨水线条,带有微妙的素描阴影线、俏皮的手绘纹理、小爱心、闪光点和周围可爱的涂鸦装饰。保持温暖的拥抱、愉悦的家庭纽带和自然的自拍亭视角。可爱漫画风格,极简单色调,贴纸包美学,治愈系儿童故事书插画,迷人的素描草图,富有表现力的面孔,柔和圆润的形状,舒适且温馨的氛围,高细节线稿,可爱的社交媒体头像风格,杰作质量。
  • 从草图到现实的高级时装设计工作室

    从草图到现实的高级时装设计工作室

    从草图到现实的高级时装设计工作室



    🤖 ChatGPT

    🇺🇸 English Prompt

    Premium designer workspace viewed from above at a slight angle.
    
    A fashion illustration page shows multiple stages of a garment design process.
    
    At the bottom of the page are rough pencil sketches, in the middle refined colored fashion illustrations, and at the top a highly realistic adult fashion model physically steps out of the final design.
    
    The model appears 70% real and 30% illustration, creating a dramatic transformation from concept to reality.
    
    Outfit concept: 【LOOK STYLE】.
    
    Designer desk includes color palettes, fabric swatches, mood boards, inspiration photos, luxury fashion magazines, sketchbooks, and styling references.
    
    Handwritten notes:
    CONCEPT
    DEVELOPMENT
    FINAL LOOK
    
    Luxury fashion editorial photography, realistic shadows, elegant creative direction, premium design-studio storytelling.
    
    Ultra-realistic fashion photography, couture-house atmosphere, luxury editorial production quality, sophisticated 3D illusion, premium fashion campaign aesthetic.

    🇨🇳 中文提示词

    从上方略带角度俯视的优质设计师工作空间。
    
    一张时尚插画页面展示了服装设计过程的多个阶段。
    
    页面底部是粗略的铅笔草图,中间是精细的彩色时尚插画,顶部是一位高度写实的成年时尚模特正从最终设计中身体力行地步出。
    
    模特呈现出 70% 真实和 30% 插画的效果,创造了从概念到现实的戏剧性转变。
    
    服装概念:【LOOK STYLE】。
    
    设计师办公桌包括调色板、织物样本、情绪板、灵感照片、奢侈时尚杂志、速写本和造型参考。
    
    手写笔记:
    CONCEPT
    DEVELOPMENT
    FINAL LOOK
    
    奢侈时尚编辑摄影,写实的阴影,优雅的创意指导,优质设计工作室叙事。
    
    超写实时尚摄影,时装屋氛围,奢侈编辑制作质量,精致的 3D 错觉,优质时尚大片美学。
  • 闹市霓虹下的猫耳发箍少女街拍

    闹市霓虹下的猫耳发箍少女街拍

    闹市霓虹下的猫耳发箍少女街拍



    🤖 ChatGPT

    🇺🇸 English Prompt

    Young Japanese girl with long straight black hair, soft bangs, and a cute black cat-ear headband, wearing a white short-sleeve shirt, striped tie, and beige plaid pleated skirt. Standing in a lively Asian night market filled with neon signs, food stalls, and crowds of people. One hand resting thoughtfully near her chin, carrying a backpack with small plush charms attached. Captured as a casual smartphone street photo by a friend, natural handheld framing, bright shop lights mixed with neon glow, realistic skin texture, slight phone-camera noise from low-light conditions, authentic mobile HDR processing, busy urban nightlife atmosphere, candid travel snapshot, everyday social media post aesthetic, no professional photoshoot, no cinematic grading, no studio lighting, realistic crowd movement, vibrant city colors, spontaneous evening outing vibe, photorealistic, high-quality mobile photography, genuine street-life moment.

    🇨🇳 中文提示词

    年轻的日本女孩,留着长直黑发、轻柔的刘海,戴着可爱的黑色猫耳发箍,穿着白色短袖衬衫、条纹领带和米色格子百褶裙。站在一个热闹的亚洲夜市中,到处是霓虹灯招牌、美食摊位和拥挤的人群。一只手若有所思地放在下巴附近,背着一个挂着小毛绒挂件的背包。由朋友用智能手机随手拍摄的街头照片,自然的手持构图,明亮的商店灯光与霓虹闪烁交织,真实的皮肤纹理,低光环境下轻微的手机相机噪点,真实的手机HDR处理,繁忙的城市夜生活氛围,抓拍的旅行快照,日常社交媒体帖子美学,非专业摄影,无电影级调色,无影棚灯光,真实的人群流动,鲜艳的城市色彩,自发的傍晚外出氛围,写实主义,高质量手机摄影,真实的街头生活瞬间。
  • 九宫格清爽手账涂鸦摄影拼贴

    九宫格清爽手账涂鸦摄影拼贴

    九宫格清爽手账涂鸦摄影拼贴



    🤖 ChatGPT

    🇺🇸 English Prompt

    Generate a 9-grid photo collage around any subject or theme, featuring the same main protagonist in nine equidistant cells appearing in continuous different states. The first impression of the image should be light, bright, and like life moments 're-lit' like scrapbook doodles. Each cell retains a realistic photographic feel and natural light, with the subject occupying a clear visual center, and rhythmic changes in posture, angle, and distance. The background remains wide, clean, and airy, with thin white borders forming a refreshing order between cells. Use high-brightness white hand-drawn lines as the core graphic mechanism running through the entire image: lines grow around the subject's outline, gestures, action trajectories, and empty background spaces, forming hearts, arcs, glints, ripples, short lines, bubbles, short onomatopoeic words, or theme-derived symbols; these doodles should look as if drawn on the spot, yet accurately interact with the subject's movements, emphasizing both expressions and action peaks while filling blanks and creating a reading rhythm. Colors are extracted from the theme's own textures, environment, and emotions, maintaining the role relationship of a large-area bright and airy base color, medium-brightness color blocks for the subject, and a small amount of clear accent colors with white information lines; the overall high brightness, refreshing saturation, clean warm-cold relationships, and bright, light, transparent, and energetic mood, avoiding muddiness, vintage gray-yellow, or dull dark tones. The final effect should be like a set of themed memory slices connected by unified white line graffiti, authentic, close, and lively, with nine cells standing on their own while together forming a continuous visual rhythm.

    🇨🇳 中文提示词

    围绕任意主题对象生成一组九宫格照片式拼贴,让同一主题主角在九个等距分格中以不同状态连续出现,画面第一眼读到的是轻快、明亮、像手账涂鸦一样被重新“点亮”的生活瞬间。每一格都保留真实摄影感与自然光,主体占据清晰视觉中心,姿态、角度和远近有节奏变化,背景保持开阔、干净、空气感强,分格之间用细白边形成清爽秩序。用高明度白色手绘线条作为贯穿全图的核心图形机制:线条围绕主体轮廓、手势、动作轨迹和背景空处生长,形成爱心、弧线、闪光、波纹、短线、气泡、简短拟声字或主题派生符号;这些涂鸦要像现场随手画上去,却与主体动作准确互动,既强调表情和动作峰值,也填补空白并制造阅读节奏。色彩从主题自身的材质、环境和情绪中提取,保持大面积明亮通风底色、主体中等明度色块、少量清晰强调色与白色信息线条的角色关系;整体高明度、饱和度清爽、冷暖关系干净,情绪明亮轻快、清透有活力,避免浑浊、复古灰黄或沉闷暗调。最终效果应像一组被统一白线涂鸦串联起来的主题记忆切片,真实、亲近、活泼,九格各自成立又共同形成连续的视觉节奏。
  • 23岁东亚模特亚麻衬衫逆光侧身人像

    23岁东亚模特亚麻衬衫逆光侧身人像

    23岁东亚模特亚麻衬衫逆光侧身人像



    🤖 ChatGPT

    🇺🇸 English Prompt

    A 23-year-old East Asian female model, wearing a loose linen shirt standing sideways. The linen shirt is translucent but not transparent, under the illumination of backlighting, the curves of the front and back of the body are fully revealed, the posture is graceful, no sensitive parts are exposed. --ar 3:4

    🇨🇳 中文提示词

    一名23岁东亚女模特,穿着宽松的亚麻衬衫侧身站立。亚麻衬衫透光而不透明,在逆光的照射下,身体前、后的曲线展露无遗,姿态优美,不暴露敏感部位。--ar 3:4