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      "hot": true,
      "isNew": false,
      "updated": "2026-04-07"
    },
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      "name": "Perplexity",
      "officialUrl": "https://perplexity.ai",
      "ai123boxPage": "https://ai123box.com/tool/perplexity",
      "localizedPages": {
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        "zh-CN": "https://ai123box.com/zh-CN/tool/perplexity",
        "ja": "https://ai123box.com/ja/tool/perplexity",
        "ko": "https://ai123box.com/ko/tool/perplexity",
        "es": "https://ai123box.com/es/tool/perplexity",
        "de": "https://ai123box.com/de/tool/perplexity"
      },
      "category": {
        "slug": "chatbots",
        "en": "Chatbots",
        "zh-CN": "对话助手"
      },
      "description": {
        "en": "An AI-powered search engine that answers in real time with cited sources.",
        "zh-CN": "AI 驱动的搜索引擎，实时联网回答，带引用来源"
      },
      "tags": {
        "en": [
          "Search",
          "Live web"
        ],
        "zh-CN": [
          "搜索",
          "实时联网",
          "引用"
        ]
      },
      "rating": 4.8,
      "hot": true,
      "isNew": false,
      "updated": "2026-04-08"
    },
    {
      "id": "github-copilot",
      "name": "GitHub Copilot",
      "officialUrl": "https://github.com/features/copilot",
      "ai123boxPage": "https://ai123box.com/tool/github-copilot",
      "localizedPages": {
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        "zh-CN": "https://ai123box.com/zh-CN/tool/github-copilot",
        "ja": "https://ai123box.com/ja/tool/github-copilot",
        "ko": "https://ai123box.com/ko/tool/github-copilot",
        "es": "https://ai123box.com/es/tool/github-copilot",
        "de": "https://ai123box.com/de/tool/github-copilot"
      },
      "category": {
        "slug": "coding",
        "en": "Coding",
        "zh-CN": "编程开发"
      },
      "description": {
        "en": "GitHub's AI coding assistant with real-time code completion, suggestions, and deep IDE integration.",
        "zh-CN": "GitHub AI 编程助手，实时代码补全与建议，IDE 深度集成"
      },
      "tags": {
        "en": [
          "Code completion"
        ],
        "zh-CN": [
          "代码补全",
          "IDE集成",
          "企业级"
        ]
      },
      "rating": 4.8,
      "hot": true,
      "isNew": false,
      "updated": "2026-04-08"
    },
    {
      "id": "claude-code",
      "name": "Claude Code",
      "officialUrl": "https://docs.anthropic.com/claude-code",
      "ai123boxPage": "https://ai123box.com/tool/claude-code",
      "localizedPages": {
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        "ko": "https://ai123box.com/ko/tool/claude-code",
        "es": "https://ai123box.com/es/tool/claude-code",
        "de": "https://ai123box.com/de/tool/claude-code"
      },
      "category": {
        "slug": "coding",
        "en": "Coding",
        "zh-CN": "编程开发"
      },
      "description": {
        "en": "Anthropic's terminal coding Agent for autonomously completing complex development tasks.",
        "zh-CN": "Anthropic 终端编程 Agent，自主完成复杂开发任务"
      },
      "tags": {
        "en": [
          "Agent"
        ],
        "zh-CN": [
          "终端",
          "Agent",
          "自主编程"
        ]
      },
      "rating": 4.8,
      "hot": true,
      "isNew": false,
      "updated": "2026-04-08"
    },
    {
      "id": "sora",
      "name": "Sora",
      "officialUrl": "https://sora.com",
      "ai123boxPage": "https://ai123box.com/tool/sora",
      "localizedPages": {
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        "zh-CN": "https://ai123box.com/zh-CN/tool/sora",
        "ja": "https://ai123box.com/ja/tool/sora",
        "ko": "https://ai123box.com/ko/tool/sora",
        "es": "https://ai123box.com/es/tool/sora",
        "de": "https://ai123box.com/de/tool/sora"
      },
      "category": {
        "slug": "video-generation",
        "en": "Video Generation",
        "zh-CN": "视频生成"
      },
      "description": {
        "en": "OpenAI's video generation model for long videos and complex physical scenes.",
        "zh-CN": "OpenAI 视频生成模型，支持长视频和复杂物理场景"
      },
      "tags": {
        "en": [
          "Long video",
          "Physics"
        ],
        "zh-CN": [
          "长视频",
          "物理引擎",
          "电影级"
        ]
      },
      "rating": 4.8,
      "hot": true,
      "isNew": false,
      "updated": "2026-04-07"
    },
    {
      "id": "suno",
      "name": "Suno",
      "officialUrl": "https://suno.com",
      "ai123boxPage": "https://ai123box.com/tool/suno",
      "localizedPages": {
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        "ja": "https://ai123box.com/ja/tool/suno",
        "ko": "https://ai123box.com/ko/tool/suno",
        "es": "https://ai123box.com/es/tool/suno",
        "de": "https://ai123box.com/de/tool/suno"
      },
      "category": {
        "slug": "audio-music",
        "en": "Audio & Music",
        "zh-CN": "音乐音频"
      },
      "description": {
        "en": "An AI music creation platform that generates complete songs from text descriptions.",
        "zh-CN": "AI 音乐创作平台，输入描述即可生成完整歌曲"
      },
      "tags": {
        "en": [
          "Music generation",
          "Lyrics"
        ],
        "zh-CN": [
          "音乐生成",
          "歌词",
          "多风格"
        ]
      },
      "rating": 4.8,
      "hot": true,
      "isNew": false,
      "updated": "2026-04-07"
    },
    {
      "id": "elevenlabs",
      "name": "ElevenLabs",
      "officialUrl": "https://elevenlabs.io",
      "ai123boxPage": "https://ai123box.com/tool/elevenlabs",
      "localizedPages": {
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        "ja": "https://ai123box.com/ja/tool/elevenlabs",
        "ko": "https://ai123box.com/ko/tool/elevenlabs",
        "es": "https://ai123box.com/es/tool/elevenlabs",
        "de": "https://ai123box.com/de/tool/elevenlabs"
      },
      "category": {
        "slug": "audio-music",
        "en": "Audio & Music",
        "zh-CN": "音乐音频"
      },
      "description": {
        "en": "A leading AI voice synthesis platform for voice cloning and multilingual dubbing.",
        "zh-CN": "顶级 AI 语音合成平台，支持声音克隆和多语言配音"
      },
      "tags": {
        "en": [
          "Speech synthesis",
          "Cloning"
        ],
        "zh-CN": [
          "语音合成",
          "克隆",
          "多语言"
        ]
      },
      "rating": 4.8,
      "hot": true,
      "isNew": false,
      "updated": "2026-04-07"
    },
    {
      "id": "canva-ai",
      "name": "Canva AI",
      "officialUrl": "https://canva.com",
      "ai123boxPage": "https://ai123box.com/tool/canva-ai",
      "localizedPages": {
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        "ja": "https://ai123box.com/ja/tool/canva-ai",
        "ko": "https://ai123box.com/ko/tool/canva-ai",
        "es": "https://ai123box.com/es/tool/canva-ai",
        "de": "https://ai123box.com/de/tool/canva-ai"
      },
      "category": {
        "slug": "design-tools",
        "en": "Design Tools",
        "zh-CN": "设计工具"
      },
      "description": {
        "en": "A design platform for everyone with AI-powered end-to-end visual creation.",
        "zh-CN": "全民设计平台，AI 加持的一站式视觉创作"
      },
      "tags": {
        "en": [],
        "zh-CN": [
          "设计",
          "模板",
          "社交媒体"
        ]
      },
      "rating": 4.8,
      "hot": true,
      "isNew": false,
      "updated": "2026-04-07"
    },
    {
      "id": "figma-ai",
      "name": "Figma AI",
      "officialUrl": "https://figma.com",
      "ai123boxPage": "https://ai123box.com/tool/figma-ai",
      "localizedPages": {
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        "ja": "https://ai123box.com/ja/tool/figma-ai",
        "ko": "https://ai123box.com/ko/tool/figma-ai",
        "es": "https://ai123box.com/es/tool/figma-ai",
        "de": "https://ai123box.com/de/tool/figma-ai"
      },
      "category": {
        "slug": "design-tools",
        "en": "Design Tools",
        "zh-CN": "设计工具"
      },
      "description": {
        "en": "A professional collaborative UI design tool with AI layout and component generation.",
        "zh-CN": "专业 UI 设计协作工具，AI 自动布局和组件生成"
      },
      "tags": {
        "en": [],
        "zh-CN": [
          "UI设计",
          "协作",
          "原型"
        ]
      },
      "rating": 4.8,
      "hot": true,
      "isNew": false,
      "updated": "2026-04-07"
    },
    {
      "id": "deepseek",
      "name": "DeepSeek",
      "officialUrl": "https://chat.deepseek.com",
      "ai123boxPage": "https://ai123box.com/tool/deepseek",
      "localizedPages": {
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        "es": "https://ai123box.com/es/tool/deepseek",
        "de": "https://ai123box.com/de/tool/deepseek"
      },
      "category": {
        "slug": "chatbots",
        "en": "Chatbots",
        "zh-CN": "对话助手"
      },
      "description": {
        "en": "DeepSeek's open-source large model with strong reasoning and coding capabilities.",
        "zh-CN": "深度求索开源大模型，推理与编程能力出色"
      },
      "tags": {
        "en": [
          "Open source",
          "Inference",
          "Coding"
        ],
        "zh-CN": [
          "开源",
          "推理",
          "编程"
        ]
      },
      "rating": 4.8,
      "hot": true,
      "isNew": false,
      "updated": "2026-04-06"
    },
    {
      "id": "stable-diffusion",
      "name": "Stable Diffusion",
      "officialUrl": "https://stability.ai",
      "ai123boxPage": "https://ai123box.com/tool/stable-diffusion",
      "localizedPages": {
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        "ja": "https://ai123box.com/ja/tool/stable-diffusion",
        "ko": "https://ai123box.com/ko/tool/stable-diffusion",
        "es": "https://ai123box.com/es/tool/stable-diffusion",
        "de": "https://ai123box.com/de/tool/stable-diffusion"
      },
      "category": {
        "slug": "image-generation",
        "en": "Image Generation",
        "zh-CN": "图像生成"
      },
      "description": {
        "en": "An open-source image generation model that can run locally and has a rich LoRA community ecosystem.",
        "zh-CN": "开源图像生成模型，可本地部署，LoRA 社区生态丰富"
      },
      "tags": {
        "en": [
          "Open source",
          "Local deployment",
          "LoRA"
        ],
        "zh-CN": [
          "开源",
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          "LoRA"
        ]
      },
      "rating": 4.8,
      "hot": true,
      "isNew": false,
      "updated": "2026-04-05"
    },
    {
      "id": "polymarket",
      "name": "Polymarket",
      "officialUrl": "https://polymarket.com",
      "ai123boxPage": "https://ai123box.com/tool/polymarket",
      "localizedPages": {
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        "ja": "https://ai123box.com/ja/tool/polymarket",
        "ko": "https://ai123box.com/ko/tool/polymarket",
        "es": "https://ai123box.com/es/tool/polymarket",
        "de": "https://ai123box.com/de/tool/polymarket"
      },
      "category": {
        "slug": "ai-search",
        "en": "AI Search",
        "zh-CN": "AI 搜索"
      },
      "description": {
        "en": "A major AI prediction market where users bet real money on future event outcomes.",
        "zh-CN": "全球最大的AI预测市场，用真金白银下注未来事件结果"
      },
      "tags": {
        "en": [
          "Web3"
        ],
        "zh-CN": [
          "预测市场",
          "Web3",
          "实时"
        ]
      },
      "rating": 4.7,
      "hot": true,
      "isNew": false,
      "updated": "2026-04-09"
    },
    {
      "id": "v0-dev",
      "name": "v0.dev",
      "officialUrl": "https://v0.dev",
      "ai123boxPage": "https://ai123box.com/tool/v0-dev",
      "localizedPages": {
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        "ja": "https://ai123box.com/ja/tool/v0-dev",
        "ko": "https://ai123box.com/ko/tool/v0-dev",
        "es": "https://ai123box.com/es/tool/v0-dev",
        "de": "https://ai123box.com/de/tool/v0-dev"
      },
      "category": {
        "slug": "coding",
        "en": "Coding",
        "zh-CN": "编程开发"
      },
      "description": {
        "en": "Vercel's AI UI generator that creates frontend code from requirement descriptions.",
        "zh-CN": "Vercel推出的AI UI生成工具，描述需求自动生成前端代码"
      },
      "tags": {
        "en": [
          "Vercel"
        ],
        "zh-CN": [
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          "Vercel"
        ]
      },
      "rating": 4.7,
      "hot": true,
      "isNew": false,
      "updated": "2026-04-09"
    },
    {
      "id": "gemini",
      "name": "Gemini",
      "officialUrl": "https://gemini.google.com",
      "ai123boxPage": "https://ai123box.com/tool/gemini",
      "localizedPages": {
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        "zh-CN": "https://ai123box.com/zh-CN/tool/gemini",
        "ja": "https://ai123box.com/ja/tool/gemini",
        "ko": "https://ai123box.com/ko/tool/gemini",
        "es": "https://ai123box.com/es/tool/gemini",
        "de": "https://ai123box.com/de/tool/gemini"
      },
      "category": {
        "slug": "chatbots",
        "en": "Chatbots",
        "zh-CN": "对话助手"
      },
      "description": {
        "en": "Google DeepMind's multimodal AI deeply integrated with the Google ecosystem.",
        "zh-CN": "Google DeepMind 多模态 AI，深度整合 Google 生态"
      },
      "tags": {
        "en": [
          "Multimodal",
          "Search"
        ],
        "zh-CN": [
          "多模态",
          "Google生态",
          "搜索"
        ]
      },
      "rating": 4.7,
      "hot": true,
      "isNew": false,
      "updated": "2026-04-07"
    },
    {
      "id": "v0",
      "name": "v0",
      "officialUrl": "https://v0.dev",
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      "localizedPages": {
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        "es": "https://ai123box.com/es/tool/v0",
        "de": "https://ai123box.com/de/tool/v0"
      },
      "category": {
        "slug": "coding",
        "en": "Coding",
        "zh-CN": "编程开发"
      },
      "description": {
        "en": "Vercel's AI frontend generator that turns requirements into React UI code.",
        "zh-CN": "Vercel AI 前端生成工具，描述需求即出 React UI 代码"
      },
      "tags": {
        "en": [
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        ],
        "zh-CN": [
          "前端",
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          "React"
        ]
      },
      "rating": 4.7,
      "hot": true,
      "isNew": false,
      "updated": "2026-04-07"
    },
    {
      "id": "notion-ai",
      "name": "Notion AI",
      "officialUrl": "https://notion.so",
      "ai123boxPage": "https://ai123box.com/tool/notion-ai",
      "localizedPages": {
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        "ko": "https://ai123box.com/ko/tool/notion-ai",
        "es": "https://ai123box.com/es/tool/notion-ai",
        "de": "https://ai123box.com/de/tool/notion-ai"
      },
      "category": {
        "slug": "writing-content",
        "en": "Writing & Content",
        "zh-CN": "写作内容"
      },
      "description": {
        "en": "Notion's built-in AI for notes, documents, and project management in one workspace.",
        "zh-CN": "Notion 内置 AI，笔记、文档、项目管理一站智能化"
      },
      "tags": {
        "en": [],
        "zh-CN": [
          "笔记",
          "文档",
          "项目管理"
        ]
      },
      "rating": 4.7,
      "hot": true,
      "isNew": false,
      "updated": "2026-04-07"
    },
    {
      "id": "gamma",
      "name": "Gamma",
      "officialUrl": "https://gamma.app",
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      "localizedPages": {
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        "ko": "https://ai123box.com/ko/tool/gamma",
        "es": "https://ai123box.com/es/tool/gamma",
        "de": "https://ai123box.com/de/tool/gamma"
      },
      "category": {
        "slug": "productivity",
        "en": "Productivity",
        "zh-CN": "办公效率"
      },
      "description": {
        "en": "An AI tool for generating presentations, documents, and webpages with one click.",
        "zh-CN": "AI 一键生成演示文稿、文档和网页，告别排版烦恼"
      },
      "tags": {
        "en": [
          "PPT"
        ],
        "zh-CN": [
          "PPT",
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          "自动生成"
        ]
      },
      "rating": 4.7,
      "hot": true,
      "isNew": false,
      "updated": "2026-04-07"
    },
    {
      "id": "metaso",
      "name": "秘塔搜索",
      "officialUrl": "https://metaso.cn",
      "ai123boxPage": "https://ai123box.com/tool/metaso",
      "localizedPages": {
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        "ko": "https://ai123box.com/ko/tool/metaso",
        "es": "https://ai123box.com/es/tool/metaso",
        "de": "https://ai123box.com/de/tool/metaso"
      },
      "category": {
        "slug": "ai-search",
        "en": "AI Search",
        "zh-CN": "AI 搜索"
      },
      "description": {
        "en": "An ad-free AI search engine with structured information displays and Chinese-language optimization.",
        "zh-CN": "无广告 AI 搜索引擎，结构化信息展示，中文优化"
      },
      "tags": {
        "en": [],
        "zh-CN": [
          "无广告",
          "结构化",
          "中文"
        ]
      },
      "rating": 4.7,
      "hot": true,
      "isNew": false,
      "updated": "2026-04-07"
    },
    {
      "id": "dall-e-3",
      "name": "DALL·E 3",
      "officialUrl": "https://openai.com/dall-e-3",
      "ai123boxPage": "https://ai123box.com/tool/dall-e-3",
      "localizedPages": {
        "en": "https://ai123box.com/tool/dall-e-3",
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        "es": "https://ai123box.com/es/tool/dall-e-3",
        "de": "https://ai123box.com/de/tool/dall-e-3"
      },
      "category": {
        "slug": "image-generation",
        "en": "Image Generation",
        "zh-CN": "图像生成"
      },
      "description": {
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        "zh-CN": "OpenAI 图像生成，精准理解复杂文本描述"
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        "zh-CN": "图像生成"
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        "zh-CN": "AI 英文写作助手，语法纠错、改写和文风优化"
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    },
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        "zh-CN": "AI 搜索"
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        "zh-CN": "OpenAI 对话式搜索引擎，实时联网检索答案"
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      },
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    },
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      "rating": 4.5,
      "hot": false,
      "isNew": true,
      "updated": "2026-04-08"
    },
    {
      "id": "wfgy",
      "name": "WFGY",
      "officialUrl": "https://github.com/onestardao/WFGY",
      "ai123boxPage": "https://ai123box.com/tool/wfgy",
      "localizedPages": {
        "en": "https://ai123box.com/tool/wfgy",
        "zh-CN": "https://ai123box.com/zh-CN/tool/wfgy",
        "ja": "https://ai123box.com/ja/tool/wfgy",
        "ko": "https://ai123box.com/ko/tool/wfgy",
        "es": "https://ai123box.com/es/tool/wfgy",
        "de": "https://ai123box.com/de/tool/wfgy"
      },
      "category": {
        "slug": "ai-infrastructure",
        "en": "AI Infrastructure",
        "zh-CN": "AI 基础设施"
      },
      "description": {
        "en": "A framework for debugging LLM agents and RAG pipelines with 16 problem-map modes.",
        "zh-CN": "16模式问题图谱调试LLM Agent和RAG管道的框架"
      },
      "tags": {
        "en": [
          "open source",
          "LLM",
          "RAG"
        ],
        "zh-CN": [
          "open source",
          "LLM",
          "RAG"
        ]
      },
      "rating": 4.5,
      "hot": false,
      "isNew": true,
      "updated": "2026-04-08"
    },
    {
      "id": "lunary-ai-abso",
      "name": "lunary-ai/abso",
      "officialUrl": "https://github.com/lunary-ai/abso",
      "ai123boxPage": "https://ai123box.com/tool/lunary-ai-abso",
      "localizedPages": {
        "en": "https://ai123box.com/tool/lunary-ai-abso",
        "zh-CN": "https://ai123box.com/zh-CN/tool/lunary-ai-abso",
        "ja": "https://ai123box.com/ja/tool/lunary-ai-abso",
        "ko": "https://ai123box.com/ko/tool/lunary-ai-abso",
        "es": "https://ai123box.com/es/tool/lunary-ai-abso",
        "de": "https://ai123box.com/de/tool/lunary-ai-abso"
      },
      "category": {
        "slug": "chatbots",
        "en": "Chatbots",
        "zh-CN": "对话助手"
      },
      "description": {
        "en": "A TypeScript SDK for calling over 100 large language models through an OpenAI-compatible interface.",
        "zh-CN": "TypeScript SDK统一调用100+大语言模型，兼容OpenAI格式"
      },
      "tags": {
        "en": [
          "SDK",
          "LLM"
        ],
        "zh-CN": [
          "SDK",
          "LLM"
        ]
      },
      "rating": 4.5,
      "hot": false,
      "isNew": true,
      "updated": "2026-04-08"
    },
    {
      "id": "pydantic-pydantic-ai",
      "name": "pydantic/pydantic-ai",
      "officialUrl": "https://github.com/pydantic/pydantic-ai",
      "ai123boxPage": "https://ai123box.com/tool/pydantic-pydantic-ai",
      "localizedPages": {
        "en": "https://ai123box.com/tool/pydantic-pydantic-ai",
        "zh-CN": "https://ai123box.com/zh-CN/tool/pydantic-pydantic-ai",
        "ja": "https://ai123box.com/ja/tool/pydantic-pydantic-ai",
        "ko": "https://ai123box.com/ko/tool/pydantic-pydantic-ai",
        "es": "https://ai123box.com/es/tool/pydantic-pydantic-ai",
        "de": "https://ai123box.com/de/tool/pydantic-pydantic-ai"
      },
      "category": {
        "slug": "chatbots",
        "en": "Chatbots",
        "zh-CN": "对话助手"
      },
      "description": {
        "en": "An LLM agent development framework based on Pydantic type validation.",
        "zh-CN": "基于Pydantic类型验证的LLM Agent开发框架"
      },
      "tags": {
        "en": [
          "LLM",
          "agent"
        ],
        "zh-CN": [
          "LLM",
          "agent"
        ]
      },
      "rating": 4.5,
      "hot": false,
      "isNew": true,
      "updated": "2026-04-08"
    },
    {
      "id": "mindstorms-in-natural-language-based-societies-of-mind",
      "name": "Mindstorms in Natural Language-Based Societies of Mind",
      "officialUrl": "https://arxiv.org/abs/2305.17066",
      "ai123boxPage": "https://ai123box.com/tool/mindstorms-in-natural-language-based-societies-of-mind",
      "localizedPages": {
        "en": "https://ai123box.com/tool/mindstorms-in-natural-language-based-societies-of-mind",
        "zh-CN": "https://ai123box.com/zh-CN/tool/mindstorms-in-natural-language-based-societies-of-mind",
        "ja": "https://ai123box.com/ja/tool/mindstorms-in-natural-language-based-societies-of-mind",
        "ko": "https://ai123box.com/ko/tool/mindstorms-in-natural-language-based-societies-of-mind",
        "es": "https://ai123box.com/es/tool/mindstorms-in-natural-language-based-societies-of-mind",
        "de": "https://ai123box.com/de/tool/mindstorms-in-natural-language-based-societies-of-mind"
      },
      "category": {
        "slug": "chatbots",
        "en": "Chatbots",
        "zh-CN": "对话助手"
      },
      "description": {
        "en": "A paper studying natural-language multi-agent collaboration for solving AI tasks.",
        "zh-CN": "研究自然语言多智能体协作解决AI任务的论文"
      },
      "tags": {
        "en": [
          "LLM",
          "RAG",
          "agent"
        ],
        "zh-CN": [
          "LLM",
          "RAG",
          "agent"
        ]
      },
      "rating": 4.5,
      "hot": false,
      "isNew": true,
      "updated": "2026-04-08"
    },
    {
      "id": "kwaikeg-kwaiagents",
      "name": "KwaiKEG/KwaiAgents",
      "officialUrl": "https://github.com/KwaiKEG/KwaiAgents",
      "ai123boxPage": "https://ai123box.com/tool/kwaikeg-kwaiagents",
      "localizedPages": {
        "en": "https://ai123box.com/tool/kwaikeg-kwaiagents",
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        "ja": "https://ai123box.com/ja/tool/kwaikeg-kwaiagents",
        "ko": "https://ai123box.com/ko/tool/kwaikeg-kwaiagents",
        "es": "https://ai123box.com/es/tool/kwaikeg-kwaiagents",
        "de": "https://ai123box.com/de/tool/kwaikeg-kwaiagents"
      },
      "category": {
        "slug": "coding",
        "en": "Coding",
        "zh-CN": "编程开发"
      },
      "description": {
        "en": "Kuaishou's open-source general-purpose information retrieval agent system.",
        "zh-CN": "快手开源的通用信息检索智能体系统"
      },
      "tags": {
        "en": [
          "RAG",
          "agent"
        ],
        "zh-CN": [
          "RAG",
          "agent"
        ]
      },
      "rating": 4.5,
      "hot": false,
      "isNew": true,
      "updated": "2026-04-08"
    }
  ],
  "dailySignals": {
    "news": [
      {
        "title": {
          "en": "Google just declared itself a contender in AI design at IO 2026",
          "zh-CN": "谷歌在IO 2026上宣布进军AI设计领域"
        },
        "summary": {
          "en": "Google says it's designed the app to be accessible to everyone, from teachers to small business owners.",
          "zh-CN": "谷歌表示其应用旨在让所有人，从教师到小企业主都能轻松使用。"
        },
        "source": "TechCrunch · AI",
        "url": "https://techcrunch.com/2026/05/19/ai-design-tools-are-the-next-big-battleground-and-google-is-going-all-in-at-io-2026/",
        "topics": [
          "Models",
          "Products"
        ],
        "importance": 10,
        "publishedAt": "2026-05-19T21:33:30.000Z"
      },
      {
        "title": {
          "en": "Google’s AI future demands trust — and your personal data",
          "zh-CN": "谷歌AI未来依赖信任——以及你的个人数据"
        },
        "summary": {
          "en": "Google has big promises for its AI-powered future - and a lot of it depends on your trust. At I/O 2026, Google described a bunch of new tools that it claims will make your life ea…",
          "zh-CN": "谷歌描绘了一个以AI为核心的新未来，但需要用户的信任。"
        },
        "source": "The Verge · AI",
        "url": "https://www.theverge.com/tech/934172/google-io-gemini-ai-trust-personal-data",
        "topics": [
          "Products"
        ],
        "importance": 10,
        "publishedAt": "2026-05-19T21:00:00.000Z"
      },
      {
        "title": {
          "en": "The 13 biggest announcements at Google I/O 2026",
          "zh-CN": "谷歌I/O 2026最大的13项公告"
        },
        "summary": {
          "en": "Google's I/O 2026 keynote today was once again full of AI-related announcements including a new family of Gemini 3.5 AI models, new features for Search and Gmail, and updates abou…",
          "zh-CN": "谷歌I/O 2026主题演讲再次充满AI相关公告，包括新的Gemini 3.5 AI模型系列、Search和Gmail的新功能以及更新信息…"
        },
        "source": "The Verge · AI",
        "url": "https://www.theverge.com/tech/933415/google-io-2026-biggest-announcements-ai-gemini",
        "topics": [
          "Models",
          "Products"
        ],
        "importance": 10,
        "publishedAt": "2026-05-19T17:54:33.000Z"
      },
      {
        "title": {
          "en": "Google wants to compete with Anthropic’s Mythos",
          "zh-CN": "谷歌想与Anthropic的Mythos竞争"
        },
        "summary": {
          "en": "Google is making a big push into cybersecurity. At I/O, the company announced that it was inviting select groups of experts to test the API for CodeMender, an \"AI agent for code s…",
          "zh-CN": "谷歌正在大力进军网络安全。在I/O大会上，该公司宣布邀请特定专家小组测试CodeMender的API，这是一个“代码AI代理”"
        },
        "source": "The Verge · AI",
        "url": "https://www.theverge.com/tech/933921/google-wants-to-compete-with-anthropics-mythos",
        "topics": [
          "Products",
          "Safety"
        ],
        "importance": 10,
        "publishedAt": "2026-05-19T17:48:22.000Z"
      },
      {
        "title": {
          "en": "I/O 2026: Welcome to the agentic Gemini era",
          "zh-CN": "I/O 2026：进入代理Gemini时代"
        },
        "summary": {
          "en": "The latest from Google I/O: See how we’re helping you get more done with Gemini.",
          "zh-CN": "最新动态：看看我们如何通过Gemini帮助你更高效地完成工作"
        },
        "source": "Google AI",
        "url": "https://blog.google/innovation-and-ai/sundar-pichai-io-2026/",
        "topics": [
          "Models",
          "Products"
        ],
        "importance": 10,
        "publishedAt": "2026-05-19T17:45:00.000Z"
      },
      {
        "title": {
          "en": "Agentic app coding gets an upgrade with Google’s release of Android CLI",
          "zh-CN": "AI应用编程获得升级，Google发布Android CLI工具"
        },
        "summary": {
          "en": "Google is embracing the rise of AI coding agents with new Android tools designed to work with platforms like Claude Code and OpenAI’s Codex, allowing developers — or their AI assi…",
          "zh-CN": "Google发布Android CLI工具，支持AI编程代理，提升开发者效率。"
        },
        "source": "TechCrunch · AI",
        "url": "https://techcrunch.com/2026/05/19/agentic-app-coding-gets-an-upgrade-with-googles-release-of-android-cli/",
        "topics": [
          "Models",
          "Agents",
          "Products"
        ],
        "importance": 10,
        "publishedAt": "2026-05-19T17:45:00.000Z"
      },
      {
        "title": {
          "en": "Google launches Antigravity 2.0 with an updated desktop app and CLI tool at IO 2026",
          "zh-CN": "Google在I/O 2026上发布Antigravity 2.0及更新桌面应用和CLI工具"
        },
        "summary": {
          "en": "Google is debuting a new AI Ultra plan priced at $100, which will give users 5x more usage limit than the AI Pro plan alongside the Antigravity 2.0 launch.",
          "zh-CN": "Google推出AI Ultra计划，定价100美元，提供比AI Pro计划五倍的使用额度，并发布Antigravity 2.0。"
        },
        "source": "TechCrunch · AI",
        "url": "https://techcrunch.com/2026/05/19/google-launches-antigravity-2-0-with-an-updated-desktop-app-and-cli-tool-at-io-2026/",
        "topics": [
          "Products"
        ],
        "importance": 10,
        "publishedAt": "2026-05-19T17:45:00.000Z"
      },
      {
        "title": {
          "en": "Google introduces Gemini Spark, a 24/7 agentic assistant with Gmail integration, at IO 2026",
          "zh-CN": "谷歌在I/O 2026上推出Gemini Spark，一款全天候智能助手并集成Gmail"
        },
        "summary": {
          "en": "At the Google I/O developer conference, the company announced a new agentic personal assistant called Gemini Spark, built from Gemini's base models and an agentic harness from Goo…",
          "zh-CN": "谷歌在I/O开发者大会上推出新智能个人助手Gemini Spark，基于Gemini基础模型和代理框架。"
        },
        "source": "TechCrunch · AI",
        "url": "https://techcrunch.com/2026/05/19/google-introduces-gemini-spark-a-24-7-agentic-assistant-with-gmail-integration/",
        "topics": [
          "Models",
          "Products"
        ],
        "importance": 10,
        "publishedAt": "2026-05-19T17:45:00.000Z"
      },
      {
        "title": {
          "en": "You can now talk to your Gmail inbox, as seen at Google IO 2026",
          "zh-CN": "现在可通过语音与Gmail收件箱互动"
        },
        "summary": {
          "en": "Google expands Gmail’s AI Inbox with conversational voice search, letting users ask Gemini to find buried email details.",
          "zh-CN": "谷歌扩展了Gmail的AI收件箱功能，支持语音搜索，让用户通过Gemini查找邮件细节。"
        },
        "source": "TechCrunch · AI",
        "url": "https://techcrunch.com/2026/05/19/you-can-now-talk-to-your-gmail-inbox-as-seen-at-google-io-2026/",
        "topics": [
          "Models"
        ],
        "importance": 8,
        "publishedAt": "2026-05-19T21:25:31.000Z"
      },
      {
        "title": {
          "en": "How to use Google’s new AI agents to go beyond your standard searches",
          "zh-CN": "如何利用谷歌新AI代理超越常规搜索"
        },
        "summary": {
          "en": "Google is launching AI-powered “information agents” that can monitor topics in the background and proactively alert users to updates and changes.",
          "zh-CN": "谷歌推出AI驱动的“信息代理”，可后台监控主题并主动提醒用户更新。"
        },
        "source": "TechCrunch · AI",
        "url": "https://techcrunch.com/2026/05/19/how-to-use-googles-new-ai-agents-to-go-beyond-your-standard-searches/",
        "topics": [
          "Agents"
        ],
        "importance": 8,
        "publishedAt": "2026-05-19T21:16:25.000Z"
      },
      {
        "title": {
          "en": "Google Launches Antigravity 2.0 at I/O 2026: A Standalone Agent-First Platform with CLI, SDK, Managed Execution, and Enterprise Support",
          "zh-CN": "谷歌在IO 2026发布Antigravity 2.0：首个独立代理平台"
        },
        "summary": {
          "en": "Google used its I/O 2026 developer keynote to ship a meaningful architectural shift in how it packages AI-assisted development. The company announced Google Antigravity 2.0 — a st…",
          "zh-CN": "谷歌在IO 2026上发布了Antigravity 2.0，标志着AI辅助开发方式的重大转变。"
        },
        "source": "MarkTechPost",
        "url": "https://www.marktechpost.com/2026/05/19/google-launches-antigravity-2-0-at-i-o-2026-a-standalone-agent-first-platform-with-cli-sdk-managed-execution-and-enterprise-support/",
        "topics": [
          "Agents",
          "Products"
        ],
        "importance": 8,
        "publishedAt": "2026-05-19T20:30:58.000Z"
      },
      {
        "title": {
          "en": "Introducing OpenAI for Singapore",
          "zh-CN": "推出OpenAI for Singapore"
        },
        "summary": {
          "en": "OpenAI for Singapore launches a multi-year AI partnership to expand deployment, build local talent, and support businesses and public services with AI.",
          "zh-CN": "OpenAI启动一项多年计划，推动AI部署、培养本地人才并支持企业及公共服务。"
        },
        "source": "OpenAI",
        "url": "https://openai.com/index/introducing-openai-for-singapore",
        "topics": [
          "AI"
        ],
        "importance": 8,
        "publishedAt": "2026-05-19T20:30:00.000Z"
      },
      {
        "title": {
          "en": "Elon Musk said Sam Altman ‘stole’ a non-profit — but the trial showed he had similar aims",
          "zh-CN": "马斯克称萨姆·阿尔特曼‘窃取’非营利组织，但审判显示他目标相似"
        },
        "summary": {
          "en": "The jury's speedy decision to reject Elon Musk's lawsuit against the other founders of OpenAI and Microsoft confirmed what we saw in the courtroom: Musk's case was a weak one, in…",
          "zh-CN": "陪审团迅速驳回马斯克对OpenAI和微软其他创始人的诉讼，表明其案件薄弱。"
        },
        "source": "TechCrunch · AI",
        "url": "https://techcrunch.com/2026/05/19/elon-musk-said-sam-altman-stole-a-non-profit-but-the-trial-showed-he-had-similar-aims/",
        "topics": [
          "AI"
        ],
        "importance": 8,
        "publishedAt": "2026-05-19T20:11:00.000Z"
      },
      {
        "title": {
          "en": "Gemini will use Volvo’s external cameras to interpret parking signs",
          "zh-CN": "Gemini将使用沃尔沃外部摄像头解读停车标志"
        },
        "summary": {
          "en": "Gemini is gaining the power of sight and mobility. Today at the I/O conference, Google and Volvo announced that the AI-powered assistant will be able to access external cameras in…",
          "zh-CN": "Gemini获得视觉和移动能力。在I/O大会上，谷歌和沃尔沃宣布AI助手将能够访问外部摄像头…"
        },
        "source": "The Verge · AI",
        "url": "https://www.theverge.com/transportation/933556/google-io-gemini-volvo-ex60-camera-ai-parking",
        "topics": [
          "Models"
        ],
        "importance": 8,
        "publishedAt": "2026-05-19T18:00:00.000Z"
      },
      {
        "title": {
          "en": "Google’s Genie world model can now simulate real streets with Street View",
          "zh-CN": "谷歌的Genie世界模型现在可以使用街景模拟真实街道"
        },
        "summary": {
          "en": "Google DeepMind is integrating Street View with Project Genie to create immersive, interactive world simulations for robotics, gaming, and travel, allowing users to explore enviro…",
          "zh-CN": "谷歌DeepMind正在将街景与Project Genie结合，为机器人、游戏和旅游创建沉浸式交互世界模拟，让用户探索环境…"
        },
        "source": "TechCrunch · AI",
        "url": "https://techcrunch.com/2026/05/19/googles-genie-world-model-can-now-simulate-real-streets-with-street-view/",
        "topics": [
          "Models"
        ],
        "importance": 8,
        "publishedAt": "2026-05-19T17:51:39.000Z"
      },
      {
        "title": {
          "en": "With Gemini 3.5 Flash, Google bets its next AI wave on agents, not chatbots",
          "zh-CN": "借助Gemini 3.5 Flash，谷歌押注于代理而非聊天机器人"
        },
        "summary": {
          "en": "Google launched Gemini 3.5 Flash, its most powerful coding and agentic AI model yet, at the company's annual developer conference. It is capable of autonomously executing complex…",
          "zh-CN": "谷歌在其年度开发者大会上推出了Gemini 3.5 Flash，这是其最强大的编码和代理AI模型，能够自主执行复杂任务。"
        },
        "source": "TechCrunch · AI",
        "url": "https://techcrunch.com/2026/05/19/with-gemini-3-5-flash-google-bets-its-next-ai-wave-on-agents-not-chatbots/",
        "topics": [
          "Models",
          "Agents"
        ],
        "importance": 8,
        "publishedAt": "2026-05-19T17:51:30.000Z"
      }
    ],
    "papers": [
      {
        "id": "2605.18739",
        "title": {
          "en": "LongLive-2.0: An NVFP4 Parallel Infrastructure for Long Video Generation",
          "zh-CN": "LongLive-2.0：基于NVFP4的长视频生成并行架构"
        },
        "summary": {
          "en": "LongLive-2.0 presents an NVFP4-based parallel infrastructure for long video generation that addresses training and inference bottlenecks through sequence-parallel autoregressive training and diffusion model tuning.",
          "zh-CN": "提出基于NVFP4的并行架构，解决长视频生成训练与推理瓶颈，采用序列并行自回归训练和扩散模型调优。"
        },
        "url": "https://huggingface.co/papers/2605.18739",
        "pdfUrl": "https://arxiv.org/pdf/2605.18739.pdf",
        "githubRepo": "https://github.com/NVlabs/LongLive",
        "upvotes": 97
      },
      {
        "id": "2605.18747",
        "title": {
          "en": "Code as Agent Harness",
          "zh-CN": "代码作为代理的架构"
        },
        "summary": {
          "en": "Large language models are increasingly used as operational substrates for agent reasoning and execution in agentic systems, with code serving as a unified infrastructure layer across multiple domains and applications.",
          "zh-CN": "将代码作为统一基础设施层，用于代理系统中的推理与执行"
        },
        "url": "https://huggingface.co/papers/2605.18747",
        "pdfUrl": "https://arxiv.org/pdf/2605.18747.pdf",
        "githubRepo": "https://github.com/YennNing/Awesome-Code-as-Agent-Harness-Papers",
        "upvotes": 159
      },
      {
        "id": "2605.18401",
        "title": {
          "en": "SkillsVote: Lifecycle Governance of Agent Skills from Collection, Recommendation to Evolution",
          "zh-CN": "SkillsVote：从收集到演化的代理技能生命周期治理"
        },
        "summary": {
          "en": "SkillsVote is a governance framework for long-horizon LLM agents that manages reusable skills through structured collection, recommendation, and evolution processes.",
          "zh-CN": "提出SkillsVote框架，通过结构化收集、推荐和演化过程管理长周期LLM代理的可复用技能"
        },
        "url": "https://huggingface.co/papers/2605.18401",
        "pdfUrl": "https://arxiv.org/pdf/2605.18401.pdf",
        "githubRepo": "https://github.com/MemTensor/skills-vote",
        "upvotes": 114
      },
      {
        "id": "2605.12882",
        "title": {
          "en": "CiteVQA: Benchmarking Evidence Attribution for Trustworthy Document Intelligence",
          "zh-CN": "CiteVQA：可信文档智能的证据归属基准"
        },
        "summary": {
          "en": "CiteVQA introduces a benchmark for document vision-language models that evaluates both answer accuracy and correct citation of supporting evidence, revealing significant attribution hallucinations in current models.",
          "zh-CN": "构建CiteVQA基准，评估文档视觉-语言模型的答案准确性和引用证据正确性，揭示当前模型存在显著的归属幻觉。"
        },
        "url": "https://huggingface.co/papers/2605.12882",
        "pdfUrl": "https://arxiv.org/pdf/2605.12882.pdf",
        "githubRepo": "https://github.com/opendatalab/CiteVQA",
        "upvotes": 254
      },
      {
        "id": "2605.13779",
        "title": {
          "en": "MinT: Managed Infrastructure for Training and Serving Millions of LLMs",
          "zh-CN": "MinT：用于训练和部署数百万LLM的管理基础设施"
        },
        "summary": {
          "en": "MinT is a managed infrastructure system that enables efficient low-rank adaptation training and serving by keeping base models resident and moving lightweight adapter revisions, scaling across multiple dimensions including large model architectures, reduced storage requirements, and distributed policy management.",
          "zh-CN": "MinT通过保留基础模型并移动轻量适配器，实现高效低秩适应训练与服务，支持大规模模型架构和分布式策略管理。"
        },
        "url": "https://huggingface.co/papers/2605.13779",
        "pdfUrl": "https://arxiv.org/pdf/2605.13779.pdf",
        "githubRepo": "https://github.com/MindLab-Research/mindlab-toolkit",
        "upvotes": 214
      },
      {
        "id": "2605.13301",
        "title": {
          "en": "Achieving Gold-Medal-Level Olympiad Reasoning via Simple and Unified Scaling",
          "zh-CN": "通过简单统一的扩展实现金牌级奥数推理"
        },
        "summary": {
          "en": "A systematic approach transforms post-trained reasoning models into rigorous olympiad-level solvers through reverse-perplexity curriculum, two-stage reinforcement learning, and test-time scaling, achieving gold-medal performance on mathematical and physics competitions.",
          "zh-CN": "采用逆困惑度课程、两阶段强化学习和测试时扩展，将后训练推理模型转化为严谨的奥数解题器，达到金牌级别表现。"
        },
        "url": "https://huggingface.co/papers/2605.13301",
        "pdfUrl": "https://arxiv.org/pdf/2605.13301.pdf",
        "githubRepo": "https://github.com/Simplified-Reasoning/SU-01",
        "upvotes": 152
      },
      {
        "id": "2605.18678",
        "title": {
          "en": "Lance: Unified Multimodal Modeling by Multi-Task Synergy",
          "zh-CN": "Lance：通过多任务协同的统一多模态建模"
        },
        "summary": {
          "en": "Lance is a unified multimodal model that combines understanding, generation, and editing capabilities for images and videos through collaborative multi-task training and a dual-stream architecture.",
          "zh-CN": "构建Lance模型，通过多任务协同和双流架构实现图像与视频的理解、生成与编辑能力"
        },
        "url": "https://huggingface.co/papers/2605.18678",
        "pdfUrl": "https://arxiv.org/pdf/2605.18678.pdf",
        "githubRepo": "https://github.com/bytedance/Lance",
        "upvotes": 62
      },
      {
        "id": "2605.13724",
        "title": {
          "en": "AnyFlow: Any-Step Video Diffusion Model with On-Policy Flow Map Distillation",
          "zh-CN": "AnyFlow：基于策略流图蒸馏的任意步骤视频扩散模型"
        },
        "summary": {
          "en": "AnyFlow introduces a novel any-step video diffusion distillation framework that improves upon consistency distillation by optimizing full ODE sampling trajectories through flow-map transition learning and backward simulation techniques.",
          "zh-CN": "AnyFlow通过流图转移学习和反向模拟优化全ODE采样轨迹，提升一致性蒸馏效果。"
        },
        "url": "https://huggingface.co/papers/2605.13724",
        "pdfUrl": "https://arxiv.org/pdf/2605.13724.pdf",
        "githubRepo": "https://github.com/NVlabs/AnyFlow",
        "upvotes": 95
      },
      {
        "id": "2605.13527",
        "title": {
          "en": "MMSkills: Towards Multimodal Skills for General Visual Agents",
          "zh-CN": "MMSkills：面向通用视觉代理的多模态技能"
        },
        "summary": {
          "en": "Multimodal procedural knowledge frameworks enable visual agents to leverage external reusable skills through structured representations combining text, state cards, and visual keyframes, improving decision-making in complex environments.",
          "zh-CN": "构建多模态程序知识框架，通过文本、状态卡和视觉关键帧提升视觉代理决策能力"
        },
        "url": "https://huggingface.co/papers/2605.13527",
        "pdfUrl": "https://arxiv.org/pdf/2605.13527.pdf",
        "githubRepo": "https://github.com/DeepExperience/MMSkills",
        "upvotes": 111
      },
      {
        "id": "2605.15155",
        "title": {
          "en": "Self-Distilled Agentic Reinforcement Learning",
          "zh-CN": "自蒸馏代理强化学习"
        },
        "summary": {
          "en": "SDAR enhances reinforcement learning for multi-turn agent training by integrating self-distillation through a sigmoid gate that selectively strengthens positive token-level guidance while mitigating negative teacher rejections.",
          "zh-CN": "通过Sigmoid门控实现自蒸馏，提升多轮代理训练的强化学习效果"
        },
        "url": "https://huggingface.co/papers/2605.15155",
        "pdfUrl": "https://arxiv.org/pdf/2605.15155.pdf",
        "githubRepo": "https://github.com/ZJU-REAL/SDAR",
        "upvotes": 100
      },
      {
        "id": "2605.15298",
        "title": {
          "en": "PhysBrain 1.0 Technical Report",
          "zh-CN": "PhysBrain 1.0 技术报告"
        },
        "summary": {
          "en": "PhysBrain 1.0 leverages human egocentric video to generate physical commonsense supervision for vision-language-action models, achieving state-of-the-art performance in embodied control tasks through capability-preserving adaptation.",
          "zh-CN": "利用人类第一视角视频生成物理常识监督，提升视觉-语言-动作模型在具身控制任务中的性能。"
        },
        "url": "https://huggingface.co/papers/2605.15298",
        "pdfUrl": "https://arxiv.org/pdf/2605.15298.pdf",
        "githubRepo": "https://github.com/Phys-Brain/PhysBrain-VLA",
        "upvotes": 136
      },
      {
        "id": "2605.18661",
        "title": {
          "en": "AI for Auto-Research: Roadmap & User Guide",
          "zh-CN": "AI用于自动研究：路线图与用户指南"
        },
        "summary": {
          "en": "AI systems demonstrate varying reliability across research stages, excelling in structured tasks but struggling with novel ideas and scientific judgment, necessitating human oversight for credible outcomes.",
          "zh-CN": "利用GPT和LoRA提升研究可靠性，优化结构化任务并增强科学判断能力。"
        },
        "url": "https://huggingface.co/papers/2605.18661",
        "pdfUrl": "https://arxiv.org/pdf/2605.18661.pdf",
        "githubRepo": "https://github.com/worldbench/awesome-ai-auto-research",
        "upvotes": 57
      }
    ],
    "models": [
      {
        "id": "SulphurAI/Sulphur-2-base",
        "name": "Sulphur-2-base",
        "summary": {
          "en": "Sulphur-2-base is a text-to-video by SulphurAI.",
          "zh-CN": "Sulphur-2-base 是一款基于 LTX 2.3 的文本到视频生成模型支持 t2v 和 i2v，具备强大的提示增强能力。"
        },
        "url": "https://huggingface.co/SulphurAI/Sulphur-2-base",
        "pipeline": "text-to-video",
        "pipelineZh": "文生视频",
        "likes": 1184,
        "downloads": 1114657
      },
      {
        "id": "deepseek-ai/DeepSeek-V4-Pro",
        "name": "DeepSeek-V4-Pro",
        "summary": {
          "en": "DeepSeek-V4-Pro is a text-generation by deepseek-ai.",
          "zh-CN": "DeepSeek-V4-Pro 是一款面向文本生成的大型语言模型支持百万级上下文长度具备高效推理能力适用于复杂自然语言处理任务。"
        },
        "url": "https://huggingface.co/deepseek-ai/DeepSeek-V4-Pro",
        "pipeline": "text-generation",
        "pipelineZh": "文本生成 · LLM",
        "likes": 4071,
        "downloads": 3622763
      },
      {
        "id": "google/gemma-4-31B-it",
        "name": "gemma-4-31B-it",
        "summary": {
          "en": "gemma-4-31B-it is a image-text-to-text by google.",
          "zh-CN": "面向图像和文本输入的多模态模型支持256K上下文长度具备强大推理与多语言能力"
        },
        "url": "https://huggingface.co/google/gemma-4-31B-it",
        "pipeline": "image-text-to-text",
        "pipelineZh": "图文问答 · 多模态",
        "likes": 2698,
        "downloads": 10045599
      },
      {
        "id": "unsloth/Qwen3.6-27B-MTP-GGUF",
        "name": "Qwen3.6-27B-MTP-GGUF",
        "summary": {
          "en": "Qwen3.6-27B-MTP-GGUF is a image-text-to-text by unsloth.",
          "zh-CN": "定位为图像文本到文本的模型 基于Qwen3.6-27B规模 采用MTP技术提升推理速度且保持精度"
        },
        "url": "https://huggingface.co/unsloth/Qwen3.6-27B-MTP-GGUF",
        "pipeline": "image-text-to-text",
        "pipelineZh": "图文问答 · 多模态",
        "likes": 332,
        "downloads": 337076
      },
      {
        "id": "alrope/Qwen2.5-7B-Instruct-countdown-sos3",
        "name": "Qwen2.5-7B-Instruct-countdown-sos3",
        "summary": {
          "en": "Qwen2.5-7B-Instruct-countdown-sos3 is a model by alrope.",
          "zh-CN": "基于Qwen2.5-7B的定制模型 专注推理与生成 提供高效精准的文本处理能力"
        },
        "url": "https://huggingface.co/alrope/Qwen2.5-7B-Instruct-countdown-sos3",
        "pipeline": null,
        "pipelineZh": null,
        "likes": 0,
        "downloads": 0
      },
      {
        "id": "dawnl00/chinese-medical-dialogue",
        "name": "chinese-medical-dialogue",
        "summary": {
          "en": "chinese-medical-dialogue is a model by dawnl00.",
          "zh-CN": "定位医疗对话生成 基于大规模中文语料训练 具备专业医学知识和自然对话能力"
        },
        "url": "https://huggingface.co/dawnl00/chinese-medical-dialogue",
        "pipeline": null,
        "pipelineZh": null,
        "likes": 0,
        "downloads": 0
      },
      {
        "id": "anima5555/v34_kuramoto_erika_mahou_shoujo_raita",
        "name": "v34_kuramoto_erika_mahou_shoujo_raita",
        "summary": {
          "en": "v34_kuramoto_erika_mahou_shoujo_raita is a model by anima5555.",
          "zh-CN": "一个基于大型语言模型的创作型AI 专注于角色扮演与故事生成 具备丰富的文本理解和生成能力"
        },
        "url": "https://huggingface.co/anima5555/v34_kuramoto_erika_mahou_shoujo_raita",
        "pipeline": null,
        "pipelineZh": null,
        "likes": 0,
        "downloads": 0
      },
      {
        "id": "modrill/gsm8k_5k_sft",
        "name": "gsm8k_5k_sft",
        "summary": {
          "en": "gsm8k_5k_sft is a text-generation by modrill.",
          "zh-CN": "基于google/gemma-3-1b-it基座模型微调的文本生成模型，专注于数学问题解答，具备高效训练与推理能力。"
        },
        "url": "https://huggingface.co/modrill/gsm8k_5k_sft",
        "pipeline": "text-generation",
        "pipelineZh": "文本生成 · LLM",
        "likes": 0,
        "downloads": 0
      },
      {
        "id": "antirez/deepseek-v4-gguf",
        "name": "deepseek-v4-gguf",
        "summary": {
          "en": "deepseek-v4-gguf is a text-generation by antirez.",
          "zh-CN": "定位为大语言模型推理，基于DeepSeek V4基座，支持2-bit和4-bit量化，具备混合专家架构和高效推理能力。"
        },
        "url": "https://huggingface.co/antirez/deepseek-v4-gguf",
        "pipeline": "text-generation",
        "pipelineZh": "文本生成 · LLM",
        "likes": 150,
        "downloads": 322696
      },
      {
        "id": "meta-llama/Llama-3.1-8B-Instruct",
        "name": "Llama-3.1-8B-Instruct",
        "summary": {
          "en": "Llama-3.1-8B-Instruct is a text-generation by meta-llama.",
          "zh-CN": "面向对话的大型语言模型 基于Llama-3架构 支持多语言理解和生成能力强"
        },
        "url": "https://huggingface.co/meta-llama/Llama-3.1-8B-Instruct",
        "pipeline": "text-generation",
        "pipelineZh": "文本生成 · LLM",
        "likes": 5857,
        "downloads": 10785213
      },
      {
        "id": "zai-org/GLM-5.1",
        "name": "GLM-5.1",
        "summary": {
          "en": "GLM-5.1 is a text-generation by zai-org.",
          "zh-CN": "GLM-5.1 是面向智能体工程的下一代旗舰模型，具备强大的代码生成能力，在多项基准测试中表现领先，支持多语言任务。"
        },
        "url": "https://huggingface.co/zai-org/GLM-5.1",
        "pipeline": "text-generation",
        "pipelineZh": "文本生成 · LLM",
        "likes": 1666,
        "downloads": 244313
      },
      {
        "id": "FrontiersMind/Nandi-Mini-600M-Early-Checkpoint",
        "name": "Nandi-Mini-600M-Early-Checkpoint",
        "summary": {
          "en": "Nandi-Mini-600M-Early-Checkpoint is a text-generation by FrontiersMind.",
          "zh-CN": "Nandi-Mini-600M-Early-Checkpoint 是一款面向多语言和印地语等印度语言优化的高效小型语言模型，具备共享键值缓存等创新架构，提升推理效率。"
        },
        "url": "https://huggingface.co/FrontiersMind/Nandi-Mini-600M-Early-Checkpoint",
        "pipeline": "text-generation",
        "pipelineZh": "文本生成 · LLM",
        "likes": 101,
        "downloads": 18458
      }
    ],
    "github": [
      {
        "fullName": "future-agi/future-agi",
        "name": "future-agi",
        "summary": {
          "en": "Open-source, end-to-end platform for evaluating, observing, and improving LLM and AI agent applications. Tracing · Evals · Simulations · Datasets · Gateway · Guardrails. Self-hostable. Apache 2.0.",
          "zh-CN": "一个自托管的AI应用评估与优化平台，支持追踪、评测、模拟，适合AI开发者和研究者使用。"
        },
        "url": "https://github.com/future-agi/future-agi",
        "language": "Python",
        "stars": 996,
        "topics": [
          "ai",
          "ai-gateway",
          "evals",
          "llm",
          "observability",
          "simulation"
        ]
      },
      {
        "fullName": "KevRojo/Dulus",
        "name": "Dulus",
        "summary": {
          "en": "The only real free CLI agent. Harvests your Gemini (guest, no login) · Claude.ai · Claude Code · Kimi · Qwen · DeepSeek browser session and turns it into a tool-calling agent — reads & edits files, runs Bash, greps your repo, browses the web, ships commits, all from your terminal. Frontier IA driving real work at $0",
          "zh-CN": "用终端操控多AI平台的神器，支持Gemini、Claude等，代码编辑部署一键搞定，开发者必备工具。"
        },
        "url": "https://github.com/KevRojo/Dulus",
        "language": "Python",
        "stars": 620,
        "topics": [
          "agent",
          "ai",
          "assistant",
          "claw",
          "dulus",
          "falcon",
          "openai",
          "python3"
        ]
      },
      {
        "fullName": "shefyYuri/grok-animus",
        "name": "grok-animus",
        "summary": {
          "en": "Persistent AI companion engine — personality, memory, dreams, and evolution for any LLM. The foundation behind living AI companions.",
          "zh-CN": "用Python打造会成长的AI伙伴，有记忆有梦想，适合做智能助手或创意灵感源。"
        },
        "url": "https://github.com/shefyYuri/grok-animus",
        "language": "Python",
        "stars": 667,
        "topics": [
          "agent",
          "ai",
          "dreams",
          "evolution",
          "memory",
          "python",
          "spirit-animal"
        ]
      },
      {
        "fullName": "antoniolupetti/algebrica",
        "name": "algebrica",
        "summary": {
          "en": "Algebrica is free and open a mathematical knowledge base dedicated to clarity, structure, and conceptual coherence.",
          "zh-CN": "用代码构建数学知识库 适合AI ML NLP开发者学习参考"
        },
        "url": "https://github.com/antoniolupetti/algebrica",
        "language": null,
        "stars": 627,
        "topics": [
          "ai",
          "mathematics",
          "ml",
          "nlp"
        ]
      },
      {
        "fullName": "crynta/terax-ai",
        "name": "terax-ai",
        "summary": {
          "en": "Lightweight (7MB) AI terminal emulator (ADE) built in Rust & Tauri & React",
          "zh-CN": "轻量级AI终端模拟器用Rust和React打造适合开发者和AI爱好者使用"
        },
        "url": "https://github.com/crynta/terax-ai",
        "language": "TypeScript",
        "stars": 4041,
        "topics": [
          "agents",
          "ai",
          "code-editor",
          "linux",
          "macos",
          "reactjs",
          "rust",
          "tauri"
        ]
      },
      {
        "fullName": "chorus-codes/chorus",
        "name": "chorus",
        "summary": {
          "en": "Multi-LLM peer review for code decisions. Bring your own CLI; Chorus convenes 2-4 other LLMs to review the work before you ship.",
          "zh-CN": "用 CLI 调用多个 LLM 一起代码评审，提升代码质量的利器，适合追求极致的开发者。"
        },
        "url": "https://github.com/chorus-codes/chorus",
        "language": "TypeScript",
        "stars": 476,
        "topics": [
          "claude-code",
          "codex",
          "llm"
        ]
      },
      {
        "fullName": "thClaws/thClaws",
        "name": "thClaws",
        "summary": {
          "en": "Open-source agent harness platform. Native Rust, multi-provider, runs on your own machine. Sovereign by design.",
          "zh-CN": "用 Rust 搭建的开源智能体平台 支持多供应商 本地运行 适合 AI 开发者和极客"
        },
        "url": "https://github.com/thClaws/thClaws",
        "language": "Rust",
        "stars": 949,
        "topics": [
          "agent-harness",
          "agent-teams",
          "ai",
          "ai-agent",
          "ai-agents",
          "ai-assistant",
          "ai-coding",
          "ai-swarm"
        ]
      },
      {
        "fullName": "kyegomez/OpenMythos",
        "name": "OpenMythos",
        "summary": {
          "en": "A theoretical reconstruction of the Claude Mythos architecture, built from first principles using the available research literature.",
          "zh-CN": "复现 Claude Mythos 架构的 Python 实现，适合 AI 研究者和爱好者动手玩转注意力机制。"
        },
        "url": "https://github.com/kyegomez/OpenMythos",
        "language": "Python",
        "stars": 13215,
        "topics": [
          "ai",
          "anthropic",
          "attention",
          "claude",
          "claude-ai",
          "claude-code",
          "claude-code-plugin",
          "claude-mythos"
        ]
      },
      {
        "fullName": "Sayhi-bzb/Agent-HTML",
        "name": "Agent-HTML",
        "summary": {
          "en": "AI-friendly semantic HTML architecture for better human-agent collaboration.Replacing long Markdown with stable, interactive artifacts.",
          "zh-CN": "用语义化 HTML 提升人机协作效率 适合 AI 开发者和前端工程师使用"
        },
        "url": "https://github.com/Sayhi-bzb/Agent-HTML",
        "language": "TypeScript",
        "stars": 299,
        "topics": [
          "agent",
          "agent-friendly",
          "ai-collaboration",
          "ai-friendly",
          "ai-html",
          "html",
          "human-agent-collaboration",
          "human-agent-interaction"
        ]
      },
      {
        "fullName": "yizhiyanhua-ai/fireworks-tech-graph",
        "name": "fireworks-tech-graph",
        "summary": {
          "en": "Generate production-quality SVG+PNG technical diagrams from natural language. 7 styles, UML support, and AI/Agent workflow patterns.",
          "zh-CN": "用自然语言生成专业技术图，7种风格+UML支持，AI开发者必备的绘图神器"
        },
        "url": "https://github.com/yizhiyanhua-ai/fireworks-tech-graph",
        "language": "Python",
        "stars": 6897,
        "topics": [
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        ]
      },
      {
        "fullName": "alash3al/stash",
        "name": "stash",
        "summary": {
          "en": "Stash — persistent memory layer for AI agents. Episodes, facts, and working context stored in Postgres. MCP server included. Self-hosted, single binary, no cloud required.",
          "zh-CN": "用Postgres存AI记忆的神器 适合做智能体开发的你"
        },
        "url": "https://github.com/alash3al/stash",
        "language": "Go",
        "stars": 697,
        "topics": [
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        ]
      },
      {
        "fullName": "yaojingang/yao-open-prompts",
        "name": "yao-open-prompts",
        "summary": {
          "en": "中文介绍：中文AI提示词库，覆盖多场景，适合开发者快速提升效率。",
          "zh-CN": "中文介绍：中文AI提示词库，覆盖多场景，适合开发者快速提升效率。"
        },
        "url": "https://github.com/yaojingang/yao-open-prompts",
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        "stars": 2183,
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}