[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"similar-pnd280--complexity":3,"tool-pnd280--complexity":64},[4,23,32,40,48,56],{"id":5,"name":6,"github_repo":7,"description_zh":8,"stars":9,"difficulty_score":10,"last_commit_at":11,"category_tags":12,"status":22},2268,"ML-For-Beginners","microsoft\u002FML-For-Beginners","ML-For-Beginners 是由微软推出的一套系统化机器学习入门课程，旨在帮助零基础用户轻松掌握经典机器学习知识。这套课程将学习路径规划为 12 周，包含 26 节精炼课程和 52 道配套测验，内容涵盖从基础概念到实际应用的完整流程，有效解决了初学者面对庞大知识体系时无从下手、缺乏结构化指导的痛点。\n\n无论是希望转型的开发者、需要补充算法背景的研究人员，还是对人工智能充满好奇的普通爱好者，都能从中受益。课程不仅提供了清晰的理论讲解，还强调动手实践，让用户在循序渐进中建立扎实的技能基础。其独特的亮点在于强大的多语言支持，通过自动化机制提供了包括简体中文在内的 50 多种语言版本，极大地降低了全球不同背景用户的学习门槛。此外，项目采用开源协作模式，社区活跃且内容持续更新，确保学习者能获取前沿且准确的技术资讯。如果你正寻找一条清晰、友好且专业的机器学习入门之路，ML-For-Beginners 将是理想的起点。",84991,2,"2026-04-05T10:45:23",[13,14,15,16,17,18,19,20,21],"图像","数据工具","视频","插件","Agent","其他","语言模型","开发框架","音频","ready",{"id":24,"name":25,"github_repo":26,"description_zh":27,"stars":28,"difficulty_score":29,"last_commit_at":30,"category_tags":31,"status":22},2181,"OpenHands","OpenHands\u002FOpenHands","OpenHands 是一个专注于 AI 驱动开发的开源平台，旨在让智能体（Agent）像人类开发者一样理解、编写和调试代码。它解决了传统编程中重复性劳动多、环境配置复杂以及人机协作效率低等痛点，通过自动化流程显著提升开发速度。\n\n无论是希望提升编码效率的软件工程师、探索智能体技术的研究人员，还是需要快速原型验证的技术团队，都能从中受益。OpenHands 提供了灵活多样的使用方式：既可以通过命令行（CLI）或本地图形界面在个人电脑上轻松上手，体验类似 Devin 的流畅交互；也能利用其强大的 Python SDK 自定义智能体逻辑，甚至在云端大规模部署上千个智能体并行工作。\n\n其核心技术亮点在于模块化的软件智能体 SDK，这不仅构成了平台的引擎，还支持高度可组合的开发模式。此外，OpenHands 在 SWE-bench 基准测试中取得了 77.6% 的优异成绩，证明了其解决真实世界软件工程问题的能力。平台还具备完善的企业级功能，支持与 Slack、Jira 等工具集成，并提供细粒度的权限管理，适合从个人开发者到大型企业的各类用户场景。",70612,3,"2026-04-05T11:12:22",[19,17,20,16],{"id":33,"name":34,"github_repo":35,"description_zh":36,"stars":37,"difficulty_score":10,"last_commit_at":38,"category_tags":39,"status":22},3074,"gpt4free","xtekky\u002Fgpt4free","gpt4free 是一个由社区驱动的开源项目，旨在聚合多种可访问的大型语言模型（LLM）和媒体生成接口，让用户能更灵活、便捷地使用前沿 AI 能力。它解决了直接调用各类模型时面临的接口分散、门槛高或成本昂贵等痛点，通过统一的标准将不同提供商的资源整合在一起。\n\n无论是希望快速集成 AI 功能的开发者、需要多模型对比测试的研究人员，还是想免费体验最新技术的普通用户，都能从中受益。gpt4free 提供了丰富的使用方式：既包含易于上手的 Python 和 JavaScript 客户端库，也支持部署本地图形界面（GUI），更提供了兼容 OpenAI 标准的 REST API，方便无缝替换现有应用后端。\n\n其技术亮点在于强大的多提供商支持架构，能够动态调度包括 Opus、Gemini、DeepSeek 等多种主流模型资源，并支持 Docker 一键部署及本地推理。项目秉持社区优先原则，在降低使用门槛的同时，也为贡献者提供了扩展新接口的便利框架，是探索和利用多样化 AI 资源的实用工具。",65970,"2026-04-04T01:02:03",[16,19,17],{"id":41,"name":42,"github_repo":43,"description_zh":44,"stars":45,"difficulty_score":10,"last_commit_at":46,"category_tags":47,"status":22},51,"gstack","garrytan\u002Fgstack","gstack 是 Y Combinator CEO Garry Tan 亲自开源的一套 AI 工程化配置，旨在将 Claude Code 升级为你的虚拟工程团队。面对单人开发难以兼顾产品战略、架构设计、代码审查及质量测试的挑战，gstack 提供了一套标准化解决方案，帮助开发者实现堪比二十人团队的高效产出。\n\n这套配置特别适合希望提升交付效率的创始人、技术负责人，以及初次尝试 Claude Code 的开发者。gstack 的核心亮点在于内置了 15 个具有明确职责的 AI 角色工具，涵盖 CEO、设计师、工程经理、QA 等职能。用户只需通过简单的斜杠命令（如 `\u002Freview` 进行代码审查、`\u002Fqa` 执行测试、`\u002Fplan-ceo-review` 规划功能），即可自动化处理从需求分析到部署上线的全链路任务。\n\n所有操作基于 Markdown 和斜杠命令，无需复杂配置，完全免费且遵循 MIT 协议。gstack 不仅是一套工具集，更是一种现代化的软件工厂实践，让单人开发者也能拥有严谨的工程流程。",64261,"2026-04-05T11:08:43",[17,16],{"id":49,"name":50,"github_repo":51,"description_zh":52,"stars":53,"difficulty_score":10,"last_commit_at":54,"category_tags":55,"status":22},193,"meilisearch","meilisearch\u002Fmeilisearch","Meilisearch 是一个开源的极速搜索服务，专为现代应用和网站打造，开箱即用。它能帮助开发者快速集成高质量的搜索功能，无需复杂的配置或额外的数据预处理。传统搜索方案往往需要大量调优才能实现准确结果，而 Meilisearch 内置了拼写容错、同义词识别、即时响应等实用特性，并支持 AI 驱动的混合搜索（结合关键词与语义理解），显著提升用户查找信息的体验。\n\nMeilisearch 特别适合 Web 开发者、产品团队或初创公司使用，尤其适用于需要快速上线搜索功能的场景，如电商网站、内容平台或 SaaS 应用。它提供简洁的 RESTful API 和多种语言 SDK，部署简单，资源占用低，本地开发或生产环境均可轻松运行。对于希望在不依赖大型云服务的前提下，为用户提供流畅、智能搜索体验的团队来说，Meilisearch 是一个高效且友好的选择。",56964,"2026-04-05T08:19:14",[13,17,14,20,16,18],{"id":57,"name":58,"github_repo":59,"description_zh":60,"stars":61,"difficulty_score":10,"last_commit_at":62,"category_tags":63,"status":22},4022,"awesome-claude-skills","ComposioHQ\u002Fawesome-claude-skills","awesome-claude-skills 是一个精心整理的开源资源库，旨在帮助用户挖掘和扩展 Claude AI 的潜力。它不仅仅是一份列表，更提供了实用的“技能（Skills）”模块，让 Claude 从单纯的文本生成助手，进化为能执行复杂工作流的智能代理。\n\n许多用户在使用 AI 时，常受限于其无法直接操作外部软件或处理特定格式文件的痛点。awesome-claude-skills 通过预设的工作流解决了这一问题：它不仅能教会 Claude 专业地处理 Word、PDF 等文档，进行代码开发与数据分析，还能借助 Composio 插件连接 Slack、邮箱及数百种常用应用，实现发送邮件、创建任务等自动化操作。这使得重复性任务变得标准化且可复用，极大提升了工作效率。\n\n无论是希望优化日常办公流程的普通用户、需要处理复杂文档的研究人员，还是寻求将 AI 深度集成到开发管线中的开发者，都能从中找到适合的解决方案。其独特的技术亮点在于“技能”的可定制性与强大的应用连接能力，让用户无需编写复杂代码，即可通过简单的配置让 Claude 具备跨平台执行真实任务的能力。如果你希望让 Claude",51312,"2026-04-05T19:04:23",[17,16],{"id":65,"github_repo":66,"name":67,"description_en":68,"description_zh":69,"ai_summary_zh":69,"readme_en":70,"readme_zh":71,"quickstart_zh":72,"use_case_zh":73,"hero_image_url":74,"owner_login":75,"owner_name":76,"owner_avatar_url":77,"owner_bio":78,"owner_company":78,"owner_location":78,"owner_email":79,"owner_twitter":78,"owner_website":78,"owner_url":80,"languages":81,"stars":105,"forks":106,"last_commit_at":107,"license":108,"difficulty_score":109,"env_os":110,"env_gpu":111,"env_ram":111,"env_deps":112,"category_tags":115,"github_topics":116,"view_count":10,"oss_zip_url":78,"oss_zip_packed_at":78,"status":22,"created_at":123,"updated_at":124,"faqs":125,"releases":156},3227,"pnd280\u002Fcomplexity","complexity","⚡ Supercharge your favourite AI Chat web apps. Currently supports Perplexity AI.","Complexity 是一款旨在增强主流 AI 聊天网页应用体验的浏览器扩展工具。它最初专为 Perplexity AI 设计，现已发展为支持多平台的增强套件，目前主要服务于 Perplexity 用户。\n\n在日常使用 AI 搜索时，原生界面往往功能有限或交互不够灵活。Complexity 通过提供丰富的附加功能和界面优化，解决了这一痛点。它不仅大幅提升了操作的便捷性，还允许用户根据个人习惯高度自定义界面布局与行为，让 AI 交互更加流畅高效。\n\n这款工具非常适合频繁使用 Perplexity 进行信息检索、研究分析或日常问答的普通用户及专业人士。无论您是学生、研究人员还是知识工作者，都能从中获得更舒适的浏览体验。\n\n技术亮点方面，Complexity 展现了出色的模块化架构，支持多达 22 种语言，并兼容 Chrome、Firefox 桌面端乃至 Firefox Android 移动端。值得一提的是，它还率先支持了新兴的 Comet 浏览器。作为一个开源项目，它在遵循 Mozilla 公共许可证的同时，拥有活跃的社区支持，确保持续迭代与功能完善。","\u003Cdiv align=\"center\">\n  \u003Cimg src=\"branding\u002Flogo.svg\" alt=\"Complexity Logo\" width=\"120\" height=\"120\" \u002F>\n\u003C\u002Fdiv>\n\n\u003Cdiv align=\"center\">\n\n# Complexity\n\n⚡ Supercharge your favourite AI Chat web apps\n\n\u003C\u002Fdiv>\n\n> [!NOTE]\n> Originally a [Perplexity AI](https:\u002F\u002Fperplexity.ai\u002F) extension, this repository has now been restructured into a suite of enhancements for multiple platforms and services.\n\n## Supported Platforms\u002FServices\n\n### Perplexity AI\n\n  \u003Cdiv>\n    \u003Cdiv>\n      \u003Ca href=\"https:\u002F\u002Fchromewebstore.google.com\u002Fdetail\u002Fcomplexity\u002Fffppmilmeaekegkpckebkeahjgmhggpj\" target=\"_blank\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fchrome-web-store\u002Fv\u002Fffppmilmeaekegkpckebkeahjgmhggpj?label=Chrome%20Web%20Store\" alt=\"Chrome Web Store\">\u003C\u002Fa>\n      \u003Ca href=\"https:\u002F\u002Faddons.mozilla.org\u002Fen-US\u002Ffirefox\u002Faddon\u002Fcomplexity\u002F\" target=\"_blank\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Famo\u002Fv\u002Fcomplexity?label=Firefox%20Add-ons\" alt=\"Firefox Add-ons\">\u003C\u002Fa>\n    \u003C\u002Fdiv>\n    \u003Cdiv>\n      \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fchrome-web-store\u002Frating\u002Fffppmilmeaekegkpckebkeahjgmhggpj?label=CWS%20rating\" alt=\"Chrome Web Store Rating\">\n      \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fchrome-web-store\u002Fusers\u002Fffppmilmeaekegkpckebkeahjgmhggpj?label=CWS%20users\" alt=\"Chrome Web Store Users\">\n      \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Famo\u002Frating\u002Fcomplexity?label=AMO%20rating\" alt=\"Mozilla Add-on Rating\">\n      \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Famo\u002Fusers\u002Fcomplexity?label=AMO%20users\" alt=\"Mozilla Add-on Users\">\n    \u003C\u002Fdiv>\n  \u003C\u002Fdiv>\n\n- Provides a comprehensive set of added features and UI\u002FUX improvements with excellent modularity and customization\n- Supports 22 languages\n- [**Supports the new Comet browser**](.\u002Fperplexity\u002Fextension\u002Fdocs\u002Fcomet-enable-extensions.md)\n- Supports Firefox Android\n- Contribution: [`.\u002Fperplexity\u002Fextension\u002F`](.\u002Fperplexity\u002Fextension\u002F)\n\n## Donate\u002FSponsor\n\n\u003Cdiv>\n  \u003Ca href=\"https:\u002F\u002Fpaypal.me\u002Fpnd280\" target=\"_blank\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FPaypal-blue?logo=paypal&logoColor=white\" alt=\"Paypal\">\u003C\u002Fa>\n  \u003Ca href=\"https:\u002F\u002Fko-fi.com\u002Fpnd280\" target=\"_blank\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FKo--fi-orange?logo=kofi&logoColor=white\" alt=\"Ko-fi\">\u003C\u002Fa>\n\u003C\u002Fdiv>\n\n## Community\n\n\u003Cdiv>\n  \u003Ca href=\"https:\u002F\u002Fdiscord.cplx.app\" target=\"_blank\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fdiscord\u002F1245377426331144304?logo=discord&label=discord&link=https%3A%2F%2Fdiscord.gg%2FfxzqdkwmWx\" alt=\"Discord\">\u003C\u002Fa>\n\u003C\u002Fdiv>\n\n## License\n\n- Source code in this repository is licensed under the [Mozilla Public License 2.0](.\u002FLICENSE), unless otherwise noted.\n- The Complexity name, logos, icons, screenshots, store\u002Flisting assets, and other brand assets are not licensed under the MPL. See [TRADEMARKS.md](.\u002FTRADEMARKS.md).\n","\u003Cdiv align=\"center\">\n  \u003Cimg src=\"branding\u002Flogo.svg\" alt=\"Complexity Logo\" width=\"120\" height=\"120\" \u002F>\n\u003C\u002Fdiv>\n\n\u003Cdiv align=\"center\">\n\n# Complexity\n\n⚡ 为您喜爱的 AI 聊天网页应用赋能\n\n\u003C\u002Fdiv>\n\n> [!NOTE]\n> 本项目最初是作为 [Perplexity AI](https:\u002F\u002Fperplexity.ai\u002F) 的扩展程序开发的，如今已重构为一套适用于多个平台和服务的增强工具。\n\n## 支持的平台\u002F服务\n\n### Perplexity AI\n\n  \u003Cdiv>\n    \u003Cdiv>\n      \u003Ca href=\"https:\u002F\u002Fchromewebstore.google.com\u002Fdetail\u002Fcomplexity\u002Fffppmilmeaekegkpckebkeahjgmhggpj\" target=\"_blank\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fchrome-web-store\u002Fv\u002Fffppmilmeaekegkpckebkeahjgmhggpj?label=Chrome%20Web%20Store\" alt=\"Chrome Web Store\">\u003C\u002Fa>\n      \u003Ca href=\"https:\u002F\u002Faddons.mozilla.org\u002Fen-US\u002Ffirefox\u002Faddon\u002Fcomplexity\u002F\" target=\"_blank\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Famo\u002Fv\u002Fcomplexity?label=Firefox%20Add-ons\" alt=\"Firefox Add-ons\">\u003C\u002Fa>\n    \u003C\u002Fdiv>\n    \u003Cdiv>\n      \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fchrome-web-store\u002Frating\u002Fffppmilmeaekegkpckebkeahjgmhggpj?label=CWS%20rating\" alt=\"Chrome Web Store 评分\">\n      \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fchrome-web-store\u002Fusers\u002Fffppmilmeaekegkpckebkeahjgmhggpj?label=CWS%20users\" alt=\"Chrome Web Store 用户数\">\n      \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Famo\u002Frating\u002Fcomplexity?label=AMO%20rating\" alt=\"Mozilla Add-on 评分\">\n      \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Famo\u002Fusers\u002Fcomplexity?label=AMO%20users\" alt=\"Mozilla Add-on 用户数\">\n    \u003C\u002Fdiv>\n  \u003C\u002Fdiv>\n\n- 提供全面的功能增强和 UI\u002FUX 优化，具有出色的模块化和可定制性\n- 支持 22 种语言\n- [**支持新的 Comet 浏览器**](.\u002Fperplexity\u002Fextension\u002Fdocs\u002Fcomet-enable-extensions.md)\n- 支持 Firefox Android\n- 贡献：[`.\u002Fperplexity\u002Fextension\u002F`](.\u002Fperplexity\u002Fextension\u002F)\n\n## 捐赠\u002F赞助\n\n\u003Cdiv>\n  \u003Ca href=\"https:\u002F\u002Fpaypal.me\u002Fpnd280\" target=\"_blank\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FPaypal-blue?logo=paypal&logoColor=white\" alt=\"Paypal\">\u003C\u002Fa>\n  \u003Ca href=\"https:\u002F\u002Fko-fi.com\u002Fpnd280\" target=\"_blank\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FKo--fi-orange?logo=kofi&logoColor=white\" alt=\"Ko-fi\">\u003C\u002Fa>\n\u003C\u002Fdiv>\n\n## 社区\n\n\u003Cdiv>\n  \u003Ca href=\"https:\u002F\u002Fdiscord.cplx.app\" target=\"_blank\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fdiscord\u002F1245377426331144304?logo=discord&label=discord&link=https%3A%2F%2Fdiscord.gg%2FfxzqdkwmWx\" alt=\"Discord\">\u003C\u002Fa>\n\u003C\u002Fdiv>\n\n## 许可证\n\n- 本仓库中的源代码采用 [Mozilla 公共许可证 2.0](.\u002FLICENSE) 许可，另有说明除外。\n- Complexity 的名称、标志、图标、截图、商店\u002F列表页面素材及其他品牌资产不受 MPL 许可证约束。详情请参阅 [TRADEMARKS.md](.\u002FTRADEMARKS.md)。","# Complexity 快速上手指南\n\nComplexity 是一款旨在增强 AI 聊天网页应用（最初专为 Perplexity AI 设计）功能的浏览器扩展套件。它提供了丰富的功能模块、UI\u002FUX 改进以及多语言支持（含中文）。\n\n## 环境准备\n\n本工具以浏览器扩展形式运行，无需配置复杂的开发环境或安装前置依赖。\n\n*   **操作系统**：Windows, macOS, Linux, Android\n*   **所需浏览器**（任选其一）：\n    *   **桌面端**：Google Chrome、Microsoft Edge、Firefox 或全新的 **Comet 浏览器**。\n    *   **移动端**：Firefox Android。\n*   **网络要求**：需能访问目标 AI 平台（如 Perplexity.ai）及对应的浏览器扩展商店。\n\n## 安装步骤\n\n请根据您使用的浏览器选择以下任一方式进行安装：\n\n### 方式一：通过官方商店安装（推荐）\n\n**Chrome \u002F Edge \u002F Comet 浏览器：**\n1.  访问 [Chrome Web Store](https:\u002F\u002Fchromewebstore.google.com\u002Fdetail\u002Fcomplexity\u002Fffppmilmeaekegkpckebkeahjgmhggpj)。\n2.  点击 **\"Add to Chrome\"** (添加到 Chrome) 按钮。\n3.  在弹出的确认框中点击 **\"Add extension\"** (添加扩展)。\n\n**Firefox 桌面版 \u002F Android 版：**\n1.  访问 [Firefox Add-ons](https:\u002F\u002Faddons.mozilla.org\u002Fen-US\u002Ffirefox\u002Faddon\u002Fcomplexity\u002F)。\n2.  点击 **\"Add to Firefox\"** (添加到 Firefox) 按钮。\n3.  在弹出的确认框中点击 **\"Add\"** (添加)。\n\n### 方式二：手动加载（开发者模式）\n\n如果您需要自定义开发或无法访问商店，可从源码安装：\n\n1.  克隆仓库或下载源码：\n    ```bash\n    git clone https:\u002F\u002Fgithub.com\u002Fpnd280\u002Fcomplexity.git\n    ```\n2.  进入 Perplexity 扩展目录：\n    ```bash\n    cd complexity\u002Fperplexity\u002Fextension\n    ```\n3.  **Chrome\u002FEdge**:\n    *   打开 `chrome:\u002F\u002Fextensions\u002F`。\n    *   开启右上角的 **\"Developer mode\"** (开发者模式)。\n    *   点击 **\"Load unpacked\"** (加载已解压的扩展程序)，选择当前目录。\n4.  **Firefox**:\n    *   打开 `about:debugging#\u002Fruntime\u002Fthis-firefox`。\n    *   点击 **\"Load Temporary Add-on...\"** (临时载入附加组件)。\n    *   选择目录中的 `manifest.json` 文件。\n\n> **注意**：若使用 **Comet 浏览器**，请参考官方文档启用扩展支持：[`.\u002Fperplexity\u002Fextension\u002Fdocs\u002Fcomet-enable-extensions.md`](.\u002Fperplexity\u002Fextension\u002Fdocs\u002Fcomet-enable-extensions.md)。\n\n## 基本使用\n\n安装完成后，Complexity 会自动在您访问支持的 AI 平台时生效。\n\n1.  **访问平台**：打开浏览器并导航至 [Perplexity AI](https:\u002F\u002Fperplexity.ai\u002F)（或其他支持的平台）。\n2.  **自动激活**：刷新页面，您将看到界面中新增了 Complexity 提供的功能按钮、设置选项或优化的布局。\n3.  **配置功能**：\n    *   点击浏览器工具栏中的 Complexity 图标，或在页面内寻找设置入口。\n    *   在设置菜单中，您可以切换语言（支持中文）、启用\u002F禁用特定模块或调整 UI 偏好。\n4.  **开始体验**：直接在对话框中输入问题，即可享受增强的搜索体验和功能特性。\n\n无需输入任何命令行代码，所有交互均通过图形界面完成。","一名数据分析师正在使用 Perplexity AI 调研海外新兴市场的竞品动态，需要快速从多语言源中提炼关键信息并整理成报告。\n\n### 没有 complexity 时\n- 面对非英语的竞品信息，只能手动复制内容到翻译软件，打断思考流且效率极低。\n- 原生界面功能单一，无法自定义字体大小或布局，长时间阅读导致视觉疲劳，容易遗漏细节。\n- 生成的回答缺乏结构化导出选项，必须人工二次排版才能放入 PPT 或文档，耗时费力。\n- 在移动端（如 Firefox Android）使用时体验割裂，缺少桌面端的高效交互功能，难以利用碎片时间工作。\n\n### 使用 complexity 后\n- 内置支持 22 种语言的实时互译，直接在同一界面阅读多语种情报，调研流畅度大幅提升。\n- 提供高度模块化的 UI 定制功能，可调整字体、间距及深色模式，显著降低长时阅读的视觉负担。\n- 一键将 AI 生成的洞察导出为格式完美的 Markdown 或纯文本，无缝衔接后续的报告撰写流程。\n- 在手机和平板端获得与桌面一致的功能增强，甚至支持新版 Comet 浏览器，随时随地高效处理任务。\n\ncomplexity 通过深度定制和多语言支持，将通用的 AI 聊天网页变成了专为专业用户打造的高效情报工作站。","https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Fpnd280_complexity_f1f0a925.png","pnd280","Duong Pham Ngoc","https:\u002F\u002Foss.gittoolsai.com\u002Favatars\u002Fpnd280_fa5a9888.png",null,"pnd280@gmail.com","https:\u002F\u002Fgithub.com\u002Fpnd280",[82,86,90,94,98,102],{"name":83,"color":84,"percentage":85},"TypeScript","#3178c6",97.4,{"name":87,"color":88,"percentage":89},"JavaScript","#f1e05a",1.3,{"name":91,"color":92,"percentage":93},"CSS","#663399",0.7,{"name":95,"color":96,"percentage":97},"HTML","#e34c26",0.5,{"name":99,"color":100,"percentage":101},"Shell","#89e051",0.1,{"name":103,"color":104,"percentage":101},"PowerShell","#012456",1202,108,"2026-04-03T03:06:02","MPL-2.0",1,"Windows, macOS, Linux, Android","未说明",{"notes":113,"python":111,"dependencies":114},"该工具是一个浏览器扩展程序，而非本地运行的 AI 模型。它主要支持 Chrome、Firefox（含 Android 版）以及 Comet 浏览器，用于增强 Perplexity AI 等网页应用的功能。无需配置本地 GPU、Python 环境或安装依赖库，直接通过浏览器应用商店安装即可使用。",[],[16],[117,118,119,120,121,122],"perplexity","perplexity-ai","chrome","firefox","firefox-addon","chrome-extension","2026-03-27T02:49:30.150509","2026-04-06T06:44:24.810796",[126,131,136,141,146,151],{"id":127,"question_zh":128,"answer_zh":129,"source_url":130},14868,"Perplexity 移除了 Opus、OpenAI OA1 和 Gemini 1.5 Pro 等模型，我还能使用它们吗？","Perplexity 通常只是在前端移除了这些模型，但借助 Complexity 扩展，您仍然可以使用它们（Opus 除外，因为后端已锁定其使用权，不过偶尔仍有用户能获取少量使用次数）。维护者指出，Perplexity 经常在不通知的情况下进行架构迁移或发布破坏性更新，因此模型列表可能会随时变动。","https:\u002F\u002Fgithub.com\u002Fpnd280\u002Fcomplexity\u002Fissues\u002F38",{"id":132,"question_zh":133,"answer_zh":134,"source_url":135},14869,"为什么在 Space（空间）中开启新线程时，自定义的系统提示词会消失？","该问题在版本 0.0.5.6 及更高版本中已得到修复。如果您仍遇到此问题，请检查设置中是否意外禁用了\"Space\"和\"Focus\"功能，这会导致 Space 屏幕无法正常工作。此外，界面顶部显示的空间状态指示器（如显示 +space 但实际已在空间中）可能存在显示延迟，刷新页面即可同步正确状态。","https:\u002F\u002Fgithub.com\u002Fpnd280\u002Fcomplexity\u002Fissues\u002F29",{"id":137,"question_zh":138,"answer_zh":139,"source_url":140},14870,"扩展加载线程时出现严重延迟或卡顿，如何解决？","加载延迟通常是由于安装了过多与 Perplexity 相关的扩展程序导致的。建议解决方案：1. 关闭不必要的扩展；2. 在 Complexity 设置中关闭\"YOLO mode\"；3. 仅保留您真正需要的功能。有用户反馈在 Edge 浏览器中表现正常，若 Chrome 下问题严重可尝试切换浏览器。","https:\u002F\u002Fgithub.com\u002Fpnd280\u002Fcomplexity\u002Fissues\u002F97",{"id":142,"question_zh":143,"answer_zh":144,"source_url":145},14871,"提交提示词后，状态一直卡在\"Researching\"（研究中）不动怎么办？","如果每十几次提示词中出现一次卡死在\"Researching\"状态，且刷新页面后重新开始仍复现，请确保您使用的是 v1.x 或更高版本的扩展。旧版本（如 0.0.5.9）存在此已知问题，升级到最新版本通常能解决该故障。","https:\u002F\u002Fgithub.com\u002Fpnd280\u002Fcomplexity\u002Fissues\u002F37",{"id":147,"question_zh":148,"answer_zh":149,"source_url":150},14872,"项目是否已经停止维护或废弃（Dead）？","项目并未废弃。维护者已确认虽然有一段时间未推送更新（导致部分 CSS 样式失效），但新的更新即将发布。项目仍在积极开发中，只是部分细节未公开披露。","https:\u002F\u002Fgithub.com\u002Fpnd280\u002Fcomplexity\u002Fissues\u002F103",{"id":152,"question_zh":153,"answer_zh":154,"source_url":155},14873,"如何在 Cromite 浏览器或其他非标准浏览器中使用此扩展？","扩展本身可以加载，但要使用特定功能（如 Space 空间或模型选择器），您必须满足两个条件：1. 登录 Perplexity 账户；2. 订阅 Perplexity Pro 服务。如果扩展加载后无反应或功能缺失，请首先检查登录状态和订阅状态，而非浏览器兼容性问题。","https:\u002F\u002Fgithub.com\u002Fpnd280\u002Fcomplexity\u002Fissues\u002F25",[157,162,167,172,177,182,187,192,197,202,207,212,217,222,227,232,237,242,247,252],{"id":158,"version":159,"summary_zh":160,"released_at":161},81722,"pplx-ext@2.9.16","- 修复了一些小错误并提升了稳定性\n\n\n\n---\n\n附件文件已由 Chrome 网上应用店和 Mozilla 附加组件平台进行数字签名。**请勿**从不可信的来源安装！","2026-03-30T03:19:32",{"id":163,"version":164,"summary_zh":165,"released_at":166},81723,"pplx-ext@2.9.11","## 错误修复\n\n- 更好的代码块：防止行号被选中\n\n\n\n---\n\n所附文件均由 Chrome 网上应用店和 Mozilla 附加组件商店进行数字签名。**请勿**从不可信来源安装！","2026-02-11T15:16:17",{"id":168,"version":169,"summary_zh":170,"released_at":171},81724,"pplx-ext@2.9.9","## 改进\n\n- 自定义主题：现在生成的 Markdown 资源会应用加粗和高亮样式\n\n## 错误修复\n\n- 斜杠命令菜单：修复菜单样式问题\n- 默认隐身模式：修复初始状态检测问题\n\n\n\n---\n\n附件文件已由 Chrome 网上应用店和 Mozilla 附加组件商店进行数字签名。**请勿**从不可信来源安装！","2026-02-10T06:25:12",{"id":173,"version":174,"summary_zh":175,"released_at":176},81725,"pplx-ext@2.9.8","## 其他\n\n- 自定义主题：修复了字体覆盖问题\n- 稳定性和性能提升\n- 移除了语言模型选择器和重写插件\n\n\n\n---\n\n附件文件已由 Chrome 网上应用店和 Mozilla 附加组件商店进行数字签名。**请勿**从不可信来源安装！","2026-02-05T14:31:49",{"id":178,"version":179,"summary_zh":180,"released_at":181},81726,"pplx-ext@2.9.6","## 其他\n\n- 稳定性和性能改进\n\n\n\n---\n\n附件文件已由 Chrome 网上应用店和 Mozilla 附加组件平台进行数字签名。**请勿**从不可信来源安装！","2026-02-04T13:57:53",{"id":183,"version":184,"summary_zh":185,"released_at":186},81727,"pplx-ext@2.9.1","## 错误修复\r\n\r\n- 修复了一个问题：在任意消息块上触发重写操作后，插件的用户界面会显示错乱。\n\n\n\n\n---\n\n所附文件均由 Chrome 网上应用店和 Mozilla 附加组件平台进行数字签名。**请勿**从不可信来源安装！","2025-12-16T15:46:09",{"id":188,"version":189,"summary_zh":190,"released_at":191},81728,"pplx-ext@2.9.0","## Comet PSA\n\n- 该扩展现在已在 Comet 的 **新标签页** 上重新生效（可在设置仪表板中禁用）\n- 自 2025 年 12 月起，Complexity 将无法再访问 **助理面板**（在普通标签页和新标签页上仍可正常使用），所有相关插件及功能将被禁用，直至问题解决。\n  目前尚无临时解决方案——如有修复方案，请联系 pnd280@gmail.com 或加入我们的 [Discord 服务器](https:\u002F\u002Fdiscord.cplx.app\u002F)。\n\n## 错误修复与改进\n\n已更新所有插件，使其兼容 Perplexity 前端的最新规范：\n\n- `语言模型选择器`、`更好的改写下拉菜单`：模型列表现可根据用户的偏好进行更新。\n\n- `更好的改写下拉菜单`：\n  - 修复了下拉菜单不显示的问题。\n  - 下拉菜单将不再替换图片重生成按钮。\n\n- `更好的搜索参数`：\n  - 设置面板中的模型列表现将自动更新。\n\n- `线程查询指标`：\n  - 修复了指标不显示的问题。\n\n- `线程消息 TTS`：将播放速率的下限调整为 0.05——作为临时性修复措施，以解决音频无论设置为何都以极快速度播放的问题。\n\n- 更改了图片托管服务：加载速度应有所提升，且不再受部分地区限制。\n\n\n\n\n---\n\n所附文件均已由 Chrome 网上应用店和 Mozilla 附加组件商店进行数字签名。**请勿**从不可信来源安装！","2025-12-15T15:24:12",{"id":193,"version":194,"summary_zh":195,"released_at":196},81729,"pplx-ext@2.8.4","## 改进\n\n- `线程导出`：\n  - 小型线程可即时复制\u002F下载\n  - 正确处理（非常）大型线程\n\n## 错误修复\n\n- `Slash 命令菜单`：修复了在搜索不存在的提示时菜单会自动关闭的 bug\n\n\n## 其他\n\n- 稳定性和性能提升\n\n\n\n---\n\n所附文件已由 Chrome 网上应用店和 Mozilla 附加组件商店进行数字签名。**请勿**从不可信来源安装！","2025-11-14T12:17:35",{"id":198,"version":199,"summary_zh":200,"released_at":201},81730,"pplx-ext@2.8.2","## 错误修复\n\n- `消息完成通知`：修复了在某些情况下通知无法正常工作的问题\n\n\n\n\n---\n\n所附文件已由 Chrome 网上应用店和 Mozilla 附加组件商店进行数字签名。**请勿**从不可信来源安装！","2025-11-06T16:46:24",{"id":203,"version":204,"summary_zh":205,"released_at":206},81731,"pplx-ext@2.8.0","## 新功能\n\n- `消息完成通知`: 在普通搜索\u002F回答（不包括 Research\u002FLabs）完成后显示系统通知\n- `更完善的重写下拉菜单`: 新增一个选项，可强制智能体重新执行搜索流程\n\n## 问题修复\n\n- `线程：目录`: 修复了定位问题\n\n\n\n\n---\n\n所附文件均由 Chrome 网上应用店和 Mozilla 附加组件平台进行数字签名。**请勿**从不可信来源安装！","2025-11-05T11:16:46",{"id":208,"version":209,"summary_zh":210,"released_at":211},81732,"pplx-ext@2.7.10","## Improvements\r\n\r\n- `Thread ToC`: Slightly increase the panel width\r\n- `Artifacts`: Improve positioning & automatically unpin the sidebar when the artifacts panel is opened\r\n\r\n## Bug Fixes\r\n\r\n- `Thread Export`: Fixed an issue with download on long threads\r\n- `Command Menu`:\r\n  - Fixed Space files download\r\n  - Fixed keybinding for copy space ID on macOS. Cmd + C should now work as expected.\r\n- Speculative fix for rare cases where Thread Plugins might not work after a new answer is generated\r\n\r\n---\r\n\r\nHotfix 2.7.11: Resolve conflict with No Script addon\r\n\r\n\r\n---\r\n\r\nThe attached files are digitally signed by the Chrome Web Store and Mozilla Add-ons. **DO NOT** install from untrusted sources!","2025-11-01T15:16:48",{"id":213,"version":214,"summary_zh":215,"released_at":216},81733,"pplx-ext@2.7.9","## Bug Fixes\n\n- `Comet: Isolated Zoom`:\n  - Speculative fix for an issue where zooming gestures\u002Factions were not working\n  - Added a slider to the settings page to manually set the zoom level (fallback)\n- `Better Language Model Selector`: Speculative fix for incorrect warning in some rare cases\n- Minor bug fixes and stability improvements\n\n\n\n\n---\n\nThe attached files are digitally signed by the Chrome Web Store and Mozilla Add-ons. **DO NOT** install from untrusted sources!","2025-10-29T10:28:42",{"id":218,"version":219,"summary_zh":220,"released_at":221},81734,"pplx-ext@2.7.7","## Bug Fixes\n\n- `Better Language Model Selector`: Fixed a bug where the model selector gone missing after routing to a new page on the Comet Assistant sidecar\n- `Custom Themes`: Fixed an issue where the accent color selector was not being updated\n- Fixed inconsistent behavior of \"Save as file\" functionality in the settings page and `Thread Export` plugin\n\n## Improvements\n\n- Improved the extension's initial loading time\n\n\n\n\n---\n\nThe attached files are digitally signed by the Chrome Web Store and Mozilla Add-ons. **DO NOT** install from untrusted sources!","2025-10-26T14:33:50",{"id":223,"version":224,"summary_zh":225,"released_at":226},81735,"pplx-ext@2.7.6","## Bug Fixes\n\n- `Better Code Blocks`: Fixed a crashing issue after the previous update\n- `Better Omnibox Search Params`: Fixed a weird caching behavior on Comet browser leading to nullish `q` parameter\n\n\n\n\n---\n\nThe attached files are digitally signed by the Chrome Web Store and Mozilla Add-ons. **DO NOT** install from untrusted sources!","2025-10-25T12:20:45",{"id":228,"version":229,"summary_zh":230,"released_at":231},81736,"pplx-ext@2.7.5","## What's New\n\n- `Better Omnibox Search Params`: Added support for Spaces\n\n## Bug Fixes\n\n- Fixed a bug where the Custom Theme title was not being updated when saving changes\n- Fixed a bug where some thread plugins were not working if the thread started in incognito mode\n\n## Improvements\n\n- Overall performance improvements\n\n\n\n\n---\n\nThe attached files are digitally signed by the Chrome Web Store and Mozilla Add-ons. **DO NOT** install from untrusted sources!","2025-10-25T09:07:02",{"id":233,"version":234,"summary_zh":235,"released_at":236},81737,"pplx-ext@2.7.4","## Bug Fixes\n\n- `Artifacts`: Fixed a bug where the panel was not properly positioned when the window height is not overflowed\n- Fixed some typography issues\n- Fixed minor bugs\n\n\n\n\n---\n\nThe attached files are digitally signed by the Chrome Web Store and Mozilla Add-ons. **DO NOT** install from untrusted sources!","2025-10-23T10:35:58",{"id":238,"version":239,"summary_zh":240,"released_at":241},81738,"pplx-ext@2.7.3","## Bug Fixes\r\n\r\n- `Submit on Ctrl+Enter`: Fixed an issue where this plugin conflicted with the `Slash Command` plugin, causing newlines in the saved prompts to be lost\r\n- `Better Language Model Selector`: Fixed incorrect model unavailable warning indicator in some cases\r\n- Fixed an issue where Custom Theme and some plugins were not working on logged out sessions\r\n- Minor bug fixes on Firefox Android\r\n- Stability, and performance improvements\r\n\n\n\n\n---\n\nThe attached files are digitally signed by the Chrome Web Store and Mozilla Add-ons. **DO NOT** install from untrusted sources!","2025-10-21T10:18:22",{"id":243,"version":244,"summary_zh":245,"released_at":246},81739,"pplx-ext@2.7.1","## Improvements\n\n- `Better Language Model Selector`: Allow default model selection from all types (Research, Labs, Study)\n\n\n\n\n---\n\nThe attached files are digitally signed by the Chrome Web Store and Mozilla Add-ons. **DO NOT** install from untrusted sources!","2025-10-18T12:45:49",{"id":248,"version":249,"summary_zh":250,"released_at":251},81740,"pplx-ext@2.7.0","## What's New\n\n- `Better Language Model Selector`: Added model unavailability indicator\n  \n  ![Model selection mismatch warning](https:\u002F\u002Fimages2.imgbox.com\u002F65\u002F94\u002FRhJ98dAM_o.png)\n\n## Bug Fixes\n\n- Various bug fixes and stability improvements on Firefox browsers\n\n\n\n\n---\n\nThe attached files are digitally signed by the Chrome Web Store and Mozilla Add-ons. **DO NOT** install from untrusted sources!\n| | checksum |\n|---|---|\n| CRX | `sha256:51c836dddc34077077cb4624f2b223902e0c750e577aa4de576b3e40373340c3` |\n| XPI | `sha256:891d6137f802d3ac65b9520bc217cc3b472c88d4f8597f0aa49bd5031dac0a41` |\n","2025-10-17T13:46:25",{"id":253,"version":254,"summary_zh":255,"released_at":256},81741,"pplx-ext@2.6.1","## Improvements\r\n\r\n- Comet browser compatibility status will now be reflected in the Settings dashboard\r\n  ![Comet compatibility PSA](https:\u002F\u002Fimages2.imgbox.com\u002F83\u002F67\u002FE3g0twWt_o.png)\r\n\r\n## Bug Fixes\r\n\r\n- Fixed plugins not being loaded correctly in isolation\r\n\r\n---\r\n\r\nHotfix \r\n- `2.6.2`: Fixed missing Comet Assistant plugin entries\r\n- `2.6.3`:\r\n  - Fixed `Better Language Model Selector` was causing the Sources selector to freeze\r\n  - Fixed the Extension's shortcut (on the toolbar) was not working\r\n- `2.6.4`:\r\n  - Fixed broken plugin `Thread: Table of Contents` due to changed DOM structure\r\n\r\n---\r\n\r\nThe attached files are digitally signed by the Chrome Web Store and Mozilla Add-ons. **DO NOT** install from untrusted sources!\r\n| | checksum |\r\n|---|---|\r\n| CRX | `sha256:b907b85b5df4eadfc4b70b994f9a5578144b4db9bc2e4788f706a62fc93d21e9` |\r\n| XPI | `sha256:c5cd35ffada5aa95f9cb5e0543d872882c989c3db6355e3b02c0dd2ea6d94bfc` |\r\n","2025-10-09T09:28:52"]