[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"similar-iflytek--astron-agent":3,"tool-iflytek--astron-agent":64},[4,17,27,35,43,56],{"id":5,"name":6,"github_repo":7,"description_zh":8,"stars":9,"difficulty_score":10,"last_commit_at":11,"category_tags":12,"status":16},3808,"stable-diffusion-webui","AUTOMATIC1111\u002Fstable-diffusion-webui","stable-diffusion-webui 是一个基于 Gradio 构建的网页版操作界面，旨在让用户能够轻松地在本地运行和使用强大的 Stable Diffusion 图像生成模型。它解决了原始模型依赖命令行、操作门槛高且功能分散的痛点，将复杂的 AI 绘图流程整合进一个直观易用的图形化平台。\n\n无论是希望快速上手的普通创作者、需要精细控制画面细节的设计师，还是想要深入探索模型潜力的开发者与研究人员，都能从中获益。其核心亮点在于极高的功能丰富度：不仅支持文生图、图生图、局部重绘（Inpainting）和外绘（Outpainting）等基础模式，还独创了注意力机制调整、提示词矩阵、负向提示词以及“高清修复”等高级功能。此外，它内置了 GFPGAN 和 CodeFormer 等人脸修复工具，支持多种神经网络放大算法，并允许用户通过插件系统无限扩展能力。即使是显存有限的设备，stable-diffusion-webui 也提供了相应的优化选项，让高质量的 AI 艺术创作变得触手可及。",162132,3,"2026-04-05T11:01:52",[13,14,15],"开发框架","图像","Agent","ready",{"id":18,"name":19,"github_repo":20,"description_zh":21,"stars":22,"difficulty_score":23,"last_commit_at":24,"category_tags":25,"status":16},1381,"everything-claude-code","affaan-m\u002Feverything-claude-code","everything-claude-code 是一套专为 AI 编程助手（如 Claude Code、Codex、Cursor 等）打造的高性能优化系统。它不仅仅是一组配置文件，而是一个经过长期实战打磨的完整框架，旨在解决 AI 代理在实际开发中面临的效率低下、记忆丢失、安全隐患及缺乏持续学习能力等核心痛点。\n\n通过引入技能模块化、直觉增强、记忆持久化机制以及内置的安全扫描功能，everything-claude-code 能显著提升 AI 在复杂任务中的表现，帮助开发者构建更稳定、更智能的生产级 AI 代理。其独特的“研究优先”开发理念和针对 Token 消耗的优化策略，使得模型响应更快、成本更低，同时有效防御潜在的攻击向量。\n\n这套工具特别适合软件开发者、AI 研究人员以及希望深度定制 AI 工作流的技术团队使用。无论您是在构建大型代码库，还是需要 AI 协助进行安全审计与自动化测试，everything-claude-code 都能提供强大的底层支持。作为一个曾荣获 Anthropic 黑客大奖的开源项目，它融合了多语言支持与丰富的实战钩子（hooks），让 AI 真正成长为懂上",140436,2,"2026-04-05T23:32:43",[13,15,26],"语言模型",{"id":28,"name":29,"github_repo":30,"description_zh":31,"stars":32,"difficulty_score":23,"last_commit_at":33,"category_tags":34,"status":16},2271,"ComfyUI","Comfy-Org\u002FComfyUI","ComfyUI 是一款功能强大且高度模块化的视觉 AI 引擎，专为设计和执行复杂的 Stable Diffusion 图像生成流程而打造。它摒弃了传统的代码编写模式，采用直观的节点式流程图界面，让用户通过连接不同的功能模块即可构建个性化的生成管线。\n\n这一设计巧妙解决了高级 AI 绘图工作流配置复杂、灵活性不足的痛点。用户无需具备编程背景，也能自由组合模型、调整参数并实时预览效果，轻松实现从基础文生图到多步骤高清修复等各类复杂任务。ComfyUI 拥有极佳的兼容性，不仅支持 Windows、macOS 和 Linux 全平台，还广泛适配 NVIDIA、AMD、Intel 及苹果 Silicon 等多种硬件架构，并率先支持 SDXL、Flux、SD3 等前沿模型。\n\n无论是希望深入探索算法潜力的研究人员和开发者，还是追求极致创作自由度的设计师与资深 AI 绘画爱好者，ComfyUI 都能提供强大的支持。其独特的模块化架构允许社区不断扩展新功能，使其成为当前最灵活、生态最丰富的开源扩散模型工具之一，帮助用户将创意高效转化为现实。",107662,"2026-04-03T11:11:01",[13,14,15],{"id":36,"name":37,"github_repo":38,"description_zh":39,"stars":40,"difficulty_score":23,"last_commit_at":41,"category_tags":42,"status":16},3704,"NextChat","ChatGPTNextWeb\u002FNextChat","NextChat 是一款轻量且极速的 AI 助手，旨在为用户提供流畅、跨平台的大模型交互体验。它完美解决了用户在多设备间切换时难以保持对话连续性，以及面对众多 AI 模型不知如何统一管理的痛点。无论是日常办公、学习辅助还是创意激发，NextChat 都能让用户随时随地通过网页、iOS、Android、Windows、MacOS 或 Linux 端无缝接入智能服务。\n\n这款工具非常适合普通用户、学生、职场人士以及需要私有化部署的企业团队使用。对于开发者而言，它也提供了便捷的自托管方案，支持一键部署到 Vercel 或 Zeabur 等平台。\n\nNextChat 的核心亮点在于其广泛的模型兼容性，原生支持 Claude、DeepSeek、GPT-4 及 Gemini Pro 等主流大模型，让用户在一个界面即可自由切换不同 AI 能力。此外，它还率先支持 MCP（Model Context Protocol）协议，增强了上下文处理能力。针对企业用户，NextChat 提供专业版解决方案，具备品牌定制、细粒度权限控制、内部知识库整合及安全审计等功能，满足公司对数据隐私和个性化管理的高标准要求。",87618,"2026-04-05T07:20:52",[13,26],{"id":44,"name":45,"github_repo":46,"description_zh":47,"stars":48,"difficulty_score":23,"last_commit_at":49,"category_tags":50,"status":16},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,"2026-04-05T10:45:23",[14,51,52,53,15,54,26,13,55],"数据工具","视频","插件","其他","音频",{"id":57,"name":58,"github_repo":59,"description_zh":60,"stars":61,"difficulty_score":10,"last_commit_at":62,"category_tags":63,"status":16},3128,"ragflow","infiniflow\u002Fragflow","RAGFlow 是一款领先的开源检索增强生成（RAG）引擎，旨在为大语言模型构建更精准、可靠的上下文层。它巧妙地将前沿的 RAG 技术与智能体（Agent）能力相结合，不仅支持从各类文档中高效提取知识，还能让模型基于这些知识进行逻辑推理和任务执行。\n\n在大模型应用中，幻觉问题和知识滞后是常见痛点。RAGFlow 通过深度解析复杂文档结构（如表格、图表及混合排版），显著提升了信息检索的准确度，从而有效减少模型“胡编乱造”的现象，确保回答既有据可依又具备时效性。其内置的智能体机制更进一步，使系统不仅能回答问题，还能自主规划步骤解决复杂问题。\n\n这款工具特别适合开发者、企业技术团队以及 AI 研究人员使用。无论是希望快速搭建私有知识库问答系统，还是致力于探索大模型在垂直领域落地的创新者，都能从中受益。RAGFlow 提供了可视化的工作流编排界面和灵活的 API 接口，既降低了非算法背景用户的上手门槛，也满足了专业开发者对系统深度定制的需求。作为基于 Apache 2.0 协议开源的项目，它正成为连接通用大模型与行业专有知识之间的重要桥梁。",77062,"2026-04-04T04:44:48",[15,14,13,26,54],{"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":79,"owner_location":79,"owner_email":80,"owner_twitter":79,"owner_website":81,"owner_url":82,"languages":83,"stars":124,"forks":125,"last_commit_at":126,"license":127,"difficulty_score":10,"env_os":128,"env_gpu":128,"env_ram":128,"env_deps":129,"category_tags":132,"github_topics":133,"view_count":147,"oss_zip_url":79,"oss_zip_packed_at":79,"status":16,"created_at":148,"updated_at":149,"faqs":150,"releases":180},544,"iflytek\u002Fastron-agent","astron-agent","Enterprise-grade, commercial-friendly agentic workflow platform for building next-generation SuperAgents.","astron-agent 是一款面向企业的开源智能体工作流平台，助力用户构建下一代超级智能体。通过整合 AI 工作流编排、模型管理、RPA 自动化等核心功能，astron-agent 有效解决了传统 AI 应用落地难、系统对接复杂以及商业授权受限的痛点。借助高可用架构，astron-agent 让组织能够快速搭建可扩展的生产级智能应用。\n\nastron-agent 特别适合开发者和技术团队，尤其是需要将 AI 深度融入业务流程的企业。其独特亮点在于原生集成了智能 RPA，实现了从决策到执行的业务闭环，并能灵活适配各类大模型，支持从 API 调用到本地私有化部署。此外，astron-agent 基于 Apache 2.0 协议发布，完全免费且允许商业用途，配合讯飞开放平台的丰富工具生态，显著降低了开发门槛。无论是初创公司还是大型企业，都能利用 astron-agent 高效建立自己的 AI 基础架构，推动智能化转型。","[![Astron_Readme](https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Fiflytek_astron-agent_readme_2331089f3411.png)](https:\u002F\u002Fagent.xfyun.cn)\n\n\u003Cdiv align=\"center\">\n\n[![License](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002Flicense-apache2.0-blue.svg)](LICENSE)\n[![GitHub Stars](https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Fstars\u002Fiflytek\u002Fastron-agent?style=social)](https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fstargazers)\n[![Ask DeepWiki](https:\u002F\u002Fdeepwiki.com\u002Fbadge.svg)](https:\u002F\u002Fdeepwiki.com\u002Fiflytek\u002Fastron-agent)\n\nEnglish | [简体中文](docs\u002FREADME-zh.md)\n\n\u003C\u002Fdiv>\n\n## 🔭 What is Astron Agent\nAstron Agent is an **enterprise-grade, commercial-friendly** Agentic Workflow development platform that integrates AI workflow orchestration, model management, AI and MCP tool integration, RPA automation, and team collaboration features.\nThe platform supports **high-availability** deployment, enabling organizations to rapidly build **scalable, production-ready** intelligent agent applications and establish their AI foundation for the future.\n\n### Why Choose Astron Agent?\n- **Stable and Reliable**: Built on the same core technology as the iFLYTEK Astron Agent Platform, providing enterprise-grade reliability with a fully available high-availability version open source.\n- **Cross-System Integration**: Natively integrates intelligent RPA, efficiently connecting internal and external enterprise systems, enabling seamless interaction between Agents and enterprise systems.\n- **Enterprise-Grade Open Ecosystem**: Deeply compatible with various industry models and tools, supporting custom extensions and flexibly adapting to diverse enterprise scenarios.\n- **Business-Friendly**: Released under the Apache 2.0 License, with no commercial restrictions, allowing free commercial use.\n\n### Key Features\n- **Enterprise-Grade High Availability:** Full-stack capabilities for development, building, optimization, and management. Supports one-click deployment with strong reliability.  \n- **Intelligent RPA Integration:** Enables cross-system process automation, empowering Agents with controllable execution to achieve a complete loop “from decision to action.”  \n- **Ready-to-Use Tool Ecosystem:** Integrates massive AI capabilities and tools from the [iFLYTEK Open Platform](https:\u002F\u002Fwww.xfyun.cn), validated by millions of developers, supporting plug-and-play integration without extra development.  \n- **Flexible Large Model Support:** Offers diverse access methods, from rapid API-based model access and validation to one-click deployment of enterprise-level MaaS (Model as a Service) on-premises clusters, meeting needs of all scales.  \n\n## 📰 News\n\n### 🔄 Ongoing\n\n- **[Astron Industrial Intelligence Hackathon](https:\u002F\u002Fawesome-astron-workflow.dev\u002Factivities\u002Fastron-industrial-intelligence-hackathon)**  🎤 \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Flyj715824\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Fiflytek_astron-agent_readme_76452b027de2.png\" width=\"20\" align=\"center\" \u002F> @lyj715824\u003C\u002Fa> \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Fhorizon220222\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Fiflytek_astron-agent_readme_38b16140c4ef.png\" width=\"20\" align=\"center\" \u002F> @horizon220222\u003C\u002Fa>\n\n### 📅 Past\n\n- **[Astron Hackathon @ 2025 iFLYTEK Global 1024 Developer Festival](https:\u002F\u002Fluma.com\u002F9zmbc6xb)**  🎤 \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Fmklong\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Fiflytek_astron-agent_readme_91dcf3694bc3.png\" width=\"20\" align=\"center\" \u002F> @mklong\u003C\u002Fa>\n- **[Astron Agent Zhengzhou Meetup](https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fdiscussions\u002F672)**  🎤 \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Flyj715824\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Fiflytek_astron-agent_readme_76452b027de2.png\" width=\"20\" align=\"center\" \u002F> @lyj715824\u003C\u002Fa> \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Fwowo-zZ\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Fiflytek_astron-agent_readme_c07f82618e91.png\" width=\"20\" align=\"center\" \u002F> @wowo-zZ\u003C\u002Fa>\n- **[Astron on Campus @ Zhejiang University of Finance and Economics](https:\u002F\u002Fmp.weixin.qq.com\u002Fs\u002Foim_Z0ckgpFwf5jOskoJuA)**  🎤 \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Flyj715824\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Fiflytek_astron-agent_readme_76452b027de2.png\" width=\"20\" align=\"center\" \u002F> @lyj715824\u003C\u002Fa>\n- **[Astron Agent & RPA · Qingdao Meetup Brings Agentic AI!](https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fdiscussions\u002F740)**  🎤 \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Fvsxd\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Fiflytek_astron-agent_readme_ce937b394d4f.png\" width=\"20\" align=\"center\" \u002F> @vsxd\u003C\u002Fa> \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Fdoctorbruce\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Fiflytek_astron-agent_readme_e238fe87ed16.png\" width=\"20\" align=\"center\" \u002F> @doctorbruce\u003C\u002Fa> \u003Ca href=\"https:\u002F\u002Fgithub.com\u002FMaxwellJean\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Fiflytek_astron-agent_readme_0a77c4cf7c59.png\" width=\"20\" align=\"center\" \u002F> @MaxwellJean\u003C\u002Fa>\n- **[Astron Training Camp · Cohort #1](https:\u002F\u002Fwww.aidaxue.com\u002FastronCamp)**  🎤 \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Flyj715824\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Fiflytek_astron-agent_readme_76452b027de2.png\" width=\"20\" align=\"center\" \u002F> @lyj715824\u003C\u002Fa> \u003Ca href=\"https:\u002F\u002Fgithub.com\u002FThomas1024-Astron\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Fiflytek_astron-agent_readme_0a77c4cf7c59.png\" width=\"20\" align=\"center\" \u002F> @Thomas1024-Astron\u003C\u002Fa> \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Fabelzha\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Fiflytek_astron-agent_readme_fddfcfc1bdec.png\" width=\"20\" align=\"center\" \u002F> @abelzha\u003C\u002Fa>\n- **[Astron Talk @ Chongqing Mini Tech Fest](https:\u002F\u002Fmp.weixin.qq.com\u002Fs\u002FHROf1zZpkPVDSsCQrv2jRg)**  🎤 \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Flyj715824\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Fiflytek_astron-agent_readme_76452b027de2.png\" width=\"20\" align=\"center\" \u002F> @lyj715824\u003C\u002Fa>\n- **[Astron Agent @ MWC Barcelona 2026](https:\u002F\u002Fwww.iflytek.com\u002Fen\u002Fnews-events\u002Fmwc2026.html)**\n- **[Astron Agent & RPA · Hefei Meetup](https:\u002F\u002Fmp.weixin.qq.com\u002Fs\u002FtDJaoOLUrjBlgMLDurvHCw)**  🎤 \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Flyj715824\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Fiflytek_astron-agent_readme_76452b027de2.png\" width=\"20\" align=\"center\" \u002F> @lyj715824\u003C\u002Fa> \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Fdoctorbruce\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Fiflytek_astron-agent_readme_e238fe87ed16.png\" width=\"20\" align=\"center\" \u002F> @doctorbruce\u003C\u002Fa>\n\n## 🚀 Quick Start\n\nWe offer two deployment methods to meet different scenarios:\n\n### Option 1: Docker Compose (Recommended for Quick Start)\n\n```bash\n# Clone the repository\ngit clone https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent.git\n\n# Navigate to the Docker deployment directory\ncd docker\u002FastronAgent\n\n# Copy environment configuration\ncp .env.example .env\n\n# Configure environment variables\nvim .env\n```\n\nFor environment variable configuration, please refer to the documentation:[DEPLOYMENT_GUIDE_WITH_AUTH.md](https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fblob\u002Fmain\u002Fdocs\u002FDEPLOYMENT_GUIDE_WITH_AUTH.md#step-2-configure-astronagent-environment-variables)\n\n```bash\n# Start all services (including Casdoor)\ndocker compose -f docker-compose-with-auth.yaml up -d\n```\n\n#### 📊 Service Access Addresses\n\nAfter startup, you can access the services at the following addresses:\n\n**Authentication Service**\n- **Casdoor Admin Interface**: http:\u002F\u002Flocalhost:8000\n\n**AstronAgent**\n- **Application Frontend (nginx proxy)**: http:\u002F\u002Flocalhost\u002F\n\n**Note**\n- Default Casdoor login credentials: username: `admin`, password: `123`\n\n### Option 2: Helm (For Kubernetes Environments)\n\n> 🚧 **Note**: Helm charts are currently under development. Stay tuned for updates!\n\n```bash\n# Coming soon\n# helm repo add astron-agent https:\u002F\u002Fiflytek.github.io\u002Fastron-agent\n# helm install astron-agent astron-agent\u002Fastron-agent\n```\n\n---\n\n> 📖 For complete deployment instructions and configuration details, see [Deployment Guide](docs\u002FDEPLOYMENT_GUIDE_WITH_AUTH.md)\n\n## 📖 Using Astron Cloud\n\n**Try Astron**：Astron Cloud provides a ready-to-use environment for creating and managing Agents. Get quick access at [https:\u002F\u002Fagent.xfyun.cn](https:\u002F\u002Fagent.xfyun.cn).\n\n**Using Guide**：For detailed usage instructions, please refer to [Quick Start Guide](https:\u002F\u002Fwww.xfyun.cn\u002Fdoc\u002Fspark\u002FAgent03-%E5%BC%80%E5%8F%91%E6%8C%87%E5%8D%97.html).\n\n## 📚 Documentation\n\n- [🚀 Deployment Guide](docs\u002FDEPLOYMENT_GUIDE.md)\n- [🔧 Configuration](docs\u002FCONFIGURATION.md)\n- [🚀 Quick Start](https:\u002F\u002Fwww.xfyun.cn\u002Fdoc\u002Fspark\u002FAgent02-%E5%BF%AB%E9%80%9F%E5%BC%80%E5%A7%8B.html)\n- [📘 Development Guide](https:\u002F\u002Fwww.xfyun.cn\u002Fdoc\u002Fspark\u002FAgent03-%E5%BC%80%E5%8F%91%E6%8C%87%E5%8D%97.html#_1-%E6%8C%87%E4%BB%A4%E5%9E%8B%E6%99%BA%E8%83%BD%E4%BD%93%E5%BC%80%E5%8F%91)\n- [💡 Best Practices](https:\u002F\u002Fwww.xfyun.cn\u002Fdoc\u002Fspark\u002FAgentNew-%E6%8A%80%E6%9C%AF%E5%AE%9E%E8%B7%B5%E6%A1%88%E4%BE%8B.html)\n- [📱 Use Cases](https:\u002F\u002Fwww.xfyun.cn\u002Fdoc\u002Fspark\u002FAgent05-%E5%BA%94%E7%94%A8%E6%A1%88%E4%BE%8B.html)\n- [❓ FAQ](https:\u002F\u002Fwww.xfyun.cn\u002Fdoc\u002Fspark\u002FAgent06-FAQ.html)\n\n## 🤝 Contributing\n\nWe welcome contributions of all kinds! Please see our [Contributing Guide](CONTRIBUTING.md)\n\n## 🌟 Star History\n\n\u003Cdiv align=\"center\">\n  \u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Fiflytek_astron-agent_readme_e34048ef891a.png\" alt=\"Star History Chart\" width=\"600\">\n\u003C\u002Fdiv>\n\n## 📞 Support\n\n- 💬 Community Discussion: [GitHub Discussions](https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fdiscussions)\n- 🐛 Bug Reports: [Issues](https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fissues)\n- 👥 WeChat Work Group:\n\n\u003Cdiv align=\"center\">\n  \u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Fiflytek_astron-agent_readme_90f69d832bc5.png\" alt=\"WeChat Work Group\" width=\"300\">\n\u003C\u002Fdiv>\n\n## 📄 Open Source License\n\nThis project is licensed under the [Apache 2.0 License](LICENSE), allowing free use, modification, distribution, and commercial use without any restrictions.\n","[![Astron_Readme](https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Fiflytek_astron-agent_readme_2331089f3411.png)](https:\u002F\u002Fagent.xfyun.cn)\n\n\u003Cdiv align=\"center\">\n\n[![许可证](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002Flicense-apache2.0-blue.svg)](LICENSE)\n[![GitHub 星标](https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Fstars\u002Fiflytek\u002Fastron-agent?style=social)](https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fstargazers)\n[![询问 DeepWiki](https:\u002F\u002Fdeepwiki.com\u002Fbadge.svg)](https:\u002F\u002Fdeepwiki.com\u002Fiflytek\u002Fastron-agent)\n\nEnglish | [简体中文](docs\u002FREADME-zh.md)\n\n\u003C\u002Fdiv>\n\n## 🔭 什么是 Astron Agent\nAstron Agent 是一个**企业级、适合商用**的 Agentic Workflow（代理工作流）开发平台，集成了 AI 工作流编排、模型管理、AI 和 MCP（模型上下文协议）工具集成、RPA（机器人流程自动化）自动化以及团队协作功能。\n该平台支持**高可用**（High-availability）部署，使组织能够快速构建**可扩展、生产就绪**（Production-ready）的智能体应用，并为未来的 AI 基础架构奠定基础。\n\n### 为什么选择 Astron Agent？\n- **稳定可靠**：基于讯飞 Astron Agent 平台的核心技术构建，提供企业级可靠性，完全可用的**高可用**（High-availability）版本已开源。\n- **跨系统集成**：原生集成智能 RPA，高效连接企业内部和外部系统，实现 Agent 与企业系统的无缝交互。\n- **企业级开放生态**：深度兼容各类行业模型和工具，支持自定义扩展，灵活适应多样化的企业场景。\n- **商业友好**：采用 Apache 2.0 许可证发布，无商业限制，允许免费商用。\n\n### 主要特性\n- **企业级高可用性**：全栈能力覆盖开发、构建、优化和管理。支持一键部署，可靠性强。  \n- **智能 RPA 集成**：实现跨系统流程自动化，赋予 Agent 可控的执行能力，达成“从决策到行动”的完整闭环。  \n- **即用型工具生态**：集成来自 [讯飞开放平台](https:\u002F\u002Fwww.xfyun.cn) 的海量 AI 能力和工具，经数百万开发者验证，支持即插即用集成，无需额外开发。  \n- **灵活的大模型支持**：提供多种接入方式，从快速基于 API（应用程序编程接口）的模型接入和验证，到企业级 MaaS（模型即服务）本地集群的一键部署，满足各种规模的需求。  \n\n## 📰 新闻动态\n\n### 🔄 进行中\n\n- **[Astron 工业智能黑客马拉松](https:\u002F\u002Fawesome-astron-workflow.dev\u002Factivities\u002Fastron-industrial-intelligence-hackathon)**  🎤 \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Flyj715824\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Fiflytek_astron-agent_readme_76452b027de2.png\" width=\"20\" align=\"center\" \u002F> @lyj715824\u003C\u002Fa> \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Fhorizon220222\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Fiflytek_astron-agent_readme_38b16140c4ef.png\" width=\"20\" align=\"center\" \u002F> @horizon220222\u003C\u002Fa>\n\n### 📅 过往活动\n\n- **[Astron 黑客马拉松 @ 2025 讯飞全球 1024 开发者节](https:\u002F\u002Fluma.com\u002F9zmbc6xb)**  🎤 \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Fmklong\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Fiflytek_astron-agent_readme_91dcf3694bc3.png\" width=\"20\" align=\"center\" \u002F> @mklong\u003C\u002Fa>\n- **[Astron Agent 郑州见面会](https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fdiscussions\u002F672)**  🎤 \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Flyj715824\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Fiflytek_astron-agent_readme_76452b027de2.png\" width=\"20\" align=\"center\" \u002F> @lyj715824\u003C\u002Fa> \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Fwowo-zZ\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Fiflytek_astron-agent_readme_c07f82618e91.png\" width=\"20\" align=\"center\" \u002F> @wowo-zZ\u003C\u002Fa>\n- **[Astron 走进校园 @ 浙江财经大学](https:\u002F\u002Fmp.weixin.qq.com\u002Fs\u002Foim_Z0ckgpFwf5jOskoJuA)**  🎤 \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Flyj715824\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Fiflytek_astron-agent_readme_76452b027de2.png\" width=\"20\" align=\"center\" \u002F> @lyj715824\u003C\u002Fa>\n- **[Astron Agent & RPA · 青岛见面会带来智能体 AI！](https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fdiscussions\u002F740)**  🎤 \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Fvsxd\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Fiflytek_astron-agent_readme_ce937b394d4f.png\" width=\"20\" align=\"center\" \u002F> @vsxd\u003C\u002Fa> \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Fdoctorbruce\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Fiflytek_astron-agent_readme_e238fe87ed16.png\" width=\"20\" align=\"center\" \u002F> @doctorbruce\u003C\u002Fa> \u003Ca href=\"https:\u002F\u002Fgithub.com\u002FMaxwellJean\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Fiflytek_astron-agent_readme_0a77c4cf7c59.png\" width=\"20\" align=\"center\" \u002F> @MaxwellJean\u003C\u002Fa>\n- **[Astron 训练营 · 第一期](https:\u002F\u002Fwww.aidaxue.com\u002FastronCamp)**  🎤 \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Flyj715824\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Fiflytek_astron-agent_readme_76452b027de2.png\" width=\"20\" align=\"center\" \u002F> @lyj715824\u003C\u002Fa> \u003Ca href=\"https:\u002F\u002Fgithub.com\u002FThomas1024-Astron\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Fiflytek_astron-agent_readme_0a77c4cf7c59.png\" width=\"20\" align=\"center\" \u002F> @Thomas1024-Astron\u003C\u002Fa> \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Fabelzha\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Fiflytek_astron-agent_readme_fddfcfc1bdec.png\" width=\"20\" align=\"center\" \u002F> @abelzha\u003C\u002Fa>\n- **[Astron 讲座 @ 重庆迷你科技节](https:\u002F\u002Fmp.weixin.qq.com\u002Fs\u002FHROf1zZpkPVDSsCQrv2jRg)**  🎤 \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Flyj715824\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Fiflytek_astron-agent_readme_76452b027de2.png\" width=\"20\" align=\"center\" \u002F> @lyj715824\u003C\u002Fa>\n- **[Astron Agent @ 2026 巴塞罗那世界移动通信大会](https:\u002F\u002Fwww.iflytek.com\u002Fen\u002Fnews-events\u002Fmwc2026.html)**\n- **[Astron Agent & RPA · 合肥见面会](https:\u002F\u002Fmp.weixin.qq.com\u002Fs\u002FtDJaoOLUrjBlgMLDurvHCw)**  🎤 \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Flyj715824\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Fiflytek_astron-agent_readme_76452b027de2.png\" width=\"20\" align=\"center\" \u002F> @lyj715824\u003C\u002Fa> \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Fdoctorbruce\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Fiflytek_astron-agent_readme_e238fe87ed16.png\" width=\"20\" align=\"center\" \u002F> @doctorbruce\u003C\u002Fa>\n\n## 🚀 快速开始\n\n我们提供两种部署方法以满足不同场景：\n\n### 方案一：Docker Compose（推荐用于快速开始）\n\n```bash\n# Clone the repository\ngit clone https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent.git\n\n# Navigate to the Docker deployment directory\ncd docker\u002FastronAgent\n\n# Copy environment configuration\ncp .env.example .env\n\n# Configure environment variables\nvim .env\n```\n\n对于环境变量配置，请参考文档：[DEPLOYMENT_GUIDE_WITH_AUTH.md](https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fblob\u002Fmain\u002Fdocs\u002FDEPLOYMENT_GUIDE_WITH_AUTH.md#step-2-configure-astronagent-environment-variables)\n\n```bash\n# Start all services (including Casdoor)\ndocker compose -f docker-compose-with-auth.yaml up -d\n```\n\n#### 📊 服务访问地址\n\n启动后，您可以通过以下地址访问服务：\n\n**认证服务**\n- **Casdoor 管理界面**：http:\u002F\u002Flocalhost:8000\n\n**AstronAgent**\n- **应用前端（Nginx 代理）**：http:\u002F\u002Flocalhost\u002F\n\n**注意**\n- 默认 Casdoor 登录凭据：用户名：`admin`，密码：`123`\n\n### 方案二：Helm（适用于 Kubernetes 环境）\n\n> 🚧 **注意**：Helm 图表目前正在开发中。敬请期待更新！\n\n```bash\n# Coming soon\n# helm repo add astron-agent https:\u002F\u002Fiflytek.github.io\u002Fastron-agent\n# helm install astron-agent astron-agent\u002Fastron-agent\n```\n\n---\n\n> 📖 完整的部署说明和配置详情，请参阅 [部署指南](docs\u002FDEPLOYMENT_GUIDE_WITH_AUTH.md)\n\n## 📖 使用 Astron Cloud\n\n**尝试 Astron**：Astron Cloud 提供了一个开箱即用的环境，用于创建和管理 Agent（智能体）。可快速访问 [https:\u002F\u002Fagent.xfyun.cn](https:\u002F\u002Fagent.xfyun.cn)。\n\n**使用指南**：如需详细使用说明，请参阅 [快速开始指南](https:\u002F\u002Fwww.xfyun.cn\u002Fdoc\u002Fspark\u002FAgent03-%E5%BC%80%E5%8F%91%E6%8C%87%E5%8D%97.html)。\n\n## 📚 文档\n\n- [🚀 部署指南](docs\u002FDEPLOYMENT_GUIDE.md)\n- [🔧 配置](docs\u002FCONFIGURATION.md)\n- [🚀 快速开始](https:\u002F\u002Fwww.xfyun.cn\u002Fdoc\u002Fspark\u002FAgent02-%E5%BF%AB%E9%80%9F%E5%BC%80%E5%A7%8B.html)\n- [📘 开发指南](https:\u002F\u002Fwww.xfyun.cn\u002Fdoc\u002Fspark\u002FAgent03-%E5%BC%80%E5%8F%91%E6%8C%87%E5%8D%97.html#_1-%E6%8C%87%E4%BB%A4%E5%9E%8B%E6%99%BA%E8%83%BD%E4%BD%93%E5%BC%80%E5%8F%91)\n- [💡 最佳实践](https:\u002F\u002Fwww.xfyun.cn\u002Fdoc\u002Fspark\u002FAgentNew-%E6%8A%80%E6%9C%AF%E5%AE%9E%E8%B7%B5%E6%A1%88%E4%BE%8B.html)\n- [📱 应用场景](https:\u002F\u002Fwww.xfyun.cn\u002Fdoc\u002Fspark\u002FAgent05-%E5%BA%94%E7%94%A8%E6%A1%88%E4%BE%8B.html)\n- [❓ 常见问题](https:\u002F\u002Fwww.xfyun.cn\u002Fdoc\u002Fspark\u002FAgent06-FAQ.html)\n\n## 🤝 贡献\n\n我们欢迎各种形式的贡献！请查看我们的 [贡献指南](CONTRIBUTING.md)\n\n## 🌟 星标历史\n\n\u003Cdiv align=\"center\">\n  \u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Fiflytek_astron-agent_readme_e34048ef891a.png\" alt=\"Star History Chart\" width=\"600\">\n\u003C\u002Fdiv>\n\n## 📞 支持\n\n- 💬 社区讨论：[GitHub Discussions](https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fdiscussions)\n- 🐛 问题反馈 (Issues)：[GitHub Issues](https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fissues)\n- 👥 企业微信群：\n\n\u003Cdiv align=\"center\">\n  \u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Fiflytek_astron-agent_readme_90f69d832bc5.png\" alt=\"WeChat Work Group\" width=\"300\">\n\u003C\u002Fdiv>\n\n## 📄 开源许可证\n\n本项目采用 [Apache 2.0 许可证](LICENSE) 授权，允许免费使用、修改、分发及商业使用，无任何限制。","# astron-agent 快速上手指南\n\n**Astron Agent** 是由讯飞开源的企业级智能体工作流开发平台，支持 AI 工作流编排、模型管理、RPA 自动化及团队协作等功能。本指南介绍如何通过 Docker Compose 快速本地部署并体验该平台。\n\n## 环境准备\n\n在开始部署前，请确保您的开发环境满足以下要求：\n\n- **操作系统**：Linux \u002F macOS \u002F Windows (WSL)\n- **必需软件**：\n  - [Git](https:\u002F\u002Fgit-scm.com\u002F) (用于克隆代码)\n  - [Docker](https:\u002F\u002Fwww.docker.com\u002F) (容器运行时)\n  - [Docker Compose](https:\u002F\u002Fdocs.docker.com\u002Fcompose\u002Finstall\u002F) (容器编排工具)\n- **网络要求**：能够访问 GitHub 仓库及必要的国内镜像源（如配置了 Docker 镜像加速更佳）。\n\n## 安装步骤\n\n推荐使用 Docker Compose 方式进行一键部署。\n\n1. **克隆项目代码**\n   ```bash\n   git clone https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent.git\n   ```\n\n2. **进入部署目录**\n   ```bash\n   cd docker\u002FastronAgent\n   ```\n\n3. **配置环境变量**\n   复制示例配置文件并修改必要参数（如端口、密钥等）：\n   ```bash\n   cp .env.example .env\n   vim .env\n   ```\n   > 注意：详细的环境变量配置请参考官方文档 [DEPLOYMENT_GUIDE_WITH_AUTH.md](https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fblob\u002Fmain\u002Fdocs\u002FDEPLOYMENT_GUIDE_WITH_AUTH.md)。\n\n4. **启动服务**\n   启动所有依赖服务（包括认证服务 Casdoor）：\n   ```bash\n   docker compose -f docker-compose-with-auth.yaml up -d\n   ```\n\n## 基本使用\n\n服务启动成功后，即可通过浏览器访问相关界面。\n\n### 访问地址\n\n- **应用前端**：http:\u002F\u002Flocalhost\u002F\n- **认证服务后台**：http:\u002F\u002Flocalhost:8000\n\n### 登录凭证\n\n首次登录请使用默认管理员账号：\n\n- **用户名**：`admin`\n- **密码**：`123`\n\n### 云端试用（可选）\n\n如果您希望无需本地部署即可快速体验，可直接访问讯飞提供的 Astron Cloud 服务：\n- **访问地址**：[https:\u002F\u002Fagent.xfyun.cn](https:\u002F\u002Fagent.xfyun.cn)\n\n> **提示**：Helm 部署方式目前仍在开发中，暂不支持生产环境使用。如需更多配置细节，请参阅官方 [部署指南](docs\u002FDEPLOYMENT_GUIDE.md)。","某中型电商企业的客服团队计划构建一套能自动处理订单查询与复杂退款申请的智能助手系统，以提升响应效率。\n\n### 没有 astron-agent 时\n- 开发流程繁琐，需手写代码硬编码连接内部 ERP 系统，维护成本极高且容易出错。\n- 缺乏统一监控机制，Agent 运行时出错难以追踪，导致业务中断无人知晓。\n- 模型切换困难，无法灵活适配不同业务场景的 API 需求，扩展性差。\n- 开源方案常伴随合规隐患，直接商用存在法律风险，团队不敢大规模部署。\n\n### 使用 astron-agent 后\n- 借助可视化编排快速搭建工作流，内置 RPA 能力一键集成 ERP 实现自动退款操作。\n- 企业级高可用架构保障服务稳定，支持故障自动恢复与全链路日志审计。\n- 灵活对接星火大模型及第三方工具，无需重复开发即可调用百万开发者验证的能力。\n- Apache 2.0 协议确保无商业限制，可放心用于生产环境并支持二次分发与定制。\n\nastron-agent 凭借企业级稳定性与商业友好特性，助力团队低成本高效落地安全可靠的自动化智能体应用。","https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Fiflytek_astron-agent_2331089f.png","iflytek","iFLYTEK","https:\u002F\u002Foss.gittoolsai.com\u002Favatars\u002Fiflytek_d2eb5f0f.jpg","iFLYTEK Open Source",null,"ifly_opensource@iflytek.com","http:\u002F\u002Fwww.iflytek.com\u002F","https:\u002F\u002Fgithub.com\u002Fiflytek",[84,88,92,96,100,104,108,112,116,120],{"name":85,"color":86,"percentage":87},"Java","#b07219",32.8,{"name":89,"color":90,"percentage":91},"TypeScript","#3178c6",27.3,{"name":93,"color":94,"percentage":95},"Python","#3572A5",23.8,{"name":97,"color":98,"percentage":99},"JavaScript","#f1e05a",9.4,{"name":101,"color":102,"percentage":103},"SCSS","#c6538c",2.8,{"name":105,"color":106,"percentage":107},"Go","#00ADD8",1.7,{"name":109,"color":110,"percentage":111},"HCL","#844FBA",0.9,{"name":113,"color":114,"percentage":115},"Makefile","#427819",0.5,{"name":117,"color":118,"percentage":119},"Lua","#000080",0.4,{"name":121,"color":122,"percentage":123},"Shell","#89e051",0.3,10913,1138,"2026-04-05T23:04:26","Apache-2.0","未说明",{"notes":130,"python":128,"dependencies":131},"推荐使用 Docker Compose 部署，需复制.env.example 并配置环境变量；默认集成 Casdoor 认证服务（初始账号 admin\u002F123）；Helm 部署方案尚在开发中；支持接入讯飞开放平台工具生态及云端版本。",[],[14,13,15,26],[134,135,136,137,138,139,140,141,142,143,144,145,146],"agent","agentic-workflow","ai","enterprise","low-code","mcp","multi-agent","superagent","workflow","llm","next-gen","orchestration","python",10,"2026-03-27T02:49:30.150509","2026-04-06T09:45:00.900374",[151,156,161,165,170,175],{"id":152,"question_zh":153,"answer_zh":154,"source_url":155},2199,"Docker 部署后页面无法访问或操作报网络错误怎么办？","请按以下步骤逐一排查：1. 执行 `docker compose -f docker-compose-with-auth.yaml down -v` 清理容器和数据卷；2. 运行 `git restore docker` 恢复仓库版本；3. 将 `ASTRON_AGENT_VERSION` 设置为稳定版（如 v1.0.0-rc.x）；4. 重新配置环境变量并执行 `up -d` 启动；5. 清理浏览器缓存或使用无痕模式访问。","https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fissues\u002F582",{"id":157,"question_zh":158,"answer_zh":159,"source_url":160},2200,"部署后创建工作流报错或出现 502 错误，如何进一步排查？","在完成基础重置（清理 docker、恢复 git、更新版本）后，如果仍报错，请检查 Redis 服务是否正常。尝试通过默认密码 123 登录 Redis 验证连接状态，确保中间件服务无误。","https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fissues\u002F608",{"id":162,"question_zh":163,"answer_zh":164,"source_url":155},2201,"部署后内存占用过高或环境变量配置无效导致无法使用？","首先确保 `PLATFORM_APP_ID` 等关键环境变量被正确配置。其次检查宿主机可用内存是否不足（建议预留足够资源），并确认 Docker 容器是否有内存限制，查看 `free -h` 结果判断剩余可用内存。",{"id":166,"question_zh":167,"answer_zh":168,"source_url":169},2202,"Ragflow 知识库组件显示解析失败但后台显示成功？","请提供 `console-hub` 镜像的 image ID 进行核对。确保本地镜像与仓库要求一致，尝试清空 volume 后再次部署。若无法复现截图中的问题，通常是因为镜像版本不一致导致的。","https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fissues\u002F665",{"id":171,"question_zh":172,"answer_zh":173,"source_url":174},2203,"创建应用上传头像时报错 SignatureDoesNotMatch？","此问题已在相关 PR 中修复。建议统一使用后端接口上传，避免暴露 MinIO 服务。如果是旧版本，请检查 `MINIO_SERVER_URL` 配置是否正确，确保预签名 URL 能正确返回。","https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fissues\u002F466",{"id":176,"question_zh":177,"answer_zh":178,"source_url":179},2204,"工作流调试预览正常，但用户对话页公式显示 KaTeX 解析错误？","维护者目前无法复现该问题。建议您尝试重新创建智能体进行测试。如果问题持续存在，可通过官方提供的表单链接获取更深度的技术支持。","https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fissues\u002F595",[181,186,191,196,201,206,211,216,221,226,231,236,241],{"id":182,"version":183,"summary_zh":184,"released_at":185},111374,"v1.0.4","## What's Changed\n\nBased on PRs merged into `main` since `v1.0.3`.\n\n### New Features\n- feature: Push localization image ([#1128](https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F1128))\n- feat: improve MySQL compatibility and streamline model provider configuration ([#1135](https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F1135))\n\n### Fixes\n- No bug fixes in this release\n\n### Improvements\n- Bugfix\u002Fsuperteam ([#1055](https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F1055))\n- Remove duplicate event entry from README ([#1063](https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F1063))\n- Remove duplicate entry for 合肥城市行 ([#1064](https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F1064))\n- add workflow trace panel ([#1078](https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F1078))\n- Remove duplicate hackathon entry from README ([#1125](https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F1125))\n- Update README-zh.md ([#1126](https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F1126))\n- docs: add tutorial link to README ([#1127](https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F1127))\n- docs: add open source workflows link to Chinese and English READMEs ([#1130](https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F1130))","2026-04-02T08:19:03",{"id":187,"version":188,"summary_zh":189,"released_at":190},111375,"v1.0.3","## What's Changed\n\n### ✨ New Features\n- Add memory nodes and asynchronous task support to workflow engine\n- Add node detail template for variable aggregation node\n- Add isThink field support for custom models\n- Add Variable Aggregation Node\n- Add Variable Aggregation Node\n- add knowledge expert node support\nfeat(link):complete alembic migration for link service\nfeat(aitools):Add hot-reload, aio kafka, and new tests\n- add x-display response visibility filtering\nfeat(aitools):Add Polaris hot loading and asynchronous Kafka features\n- Agent link logs pushed to ES\nfeat(aitools):add headers param\nfeat(link):add alembic\n- add stdout support for loguru\n- 新增知识库节点智能匹配模式\n\n### 🐛 Fixes\n- add TTL to event lock to prevent permanent locks on service crashes\n- Fix online search\n- Fix online search\n- Fix online search\n- Fix online search\n- Fix online search\n- Fix online search\n- delete error test\n- correct typo in string literal\n- improve string concatenation syntax in test file\n- replace Java text block syntax with traditional string concatenation\n- replace nonexistent USER_NOT_LOGIN enum with UNAUTHORIZED\n- Fix online search\n- resolve model validation failure during chat debugging\n- resolve model validation issue in bot-debug interface\n- Update nginx configuration to properly route workflow API endpoints\n- set uid when copying agent in space\n- Add reasons why you cannot talk to the agent (#1010)\n- fix x-display response visibility filtering\n- Avoid displaying the upload button incorrectly on the chat page 🐛 (#987)\nfix(docker):fix I_ABILITY_CHAT_BASE_URL (#979)\n- error url (#978)\n- show third party model name (#965)\n- update_sensitive_sql_info\nfix(link):Modify the unique key constraint for the Tools table.\nfix array-of-objects value extraction returning only first element\n- fix error handling and add more logs\n- change the parameter for updating the audit result (#939)\n- Adjust the rpa test cases\n- resolve prompt-based agent creation bug (#889)\n\n### 🔧 Improvements\n- remove unused error code ENG_PROTOCOL_VALIDATE_ERROR\n- optimize implementation with reduced cyclomatic complexity\n- Update deployment documentation\n- add Astron Industrial Intelligence Hackathon to ongoing activities (#1016)\n- add codex and cc md\n- add .claude documentation and skills\n- add codex and cc md\n- update github workflow\n- update training camp credits and add MWC 2026 news\n- database project add dangerous function detection\n- improve quick start wording and cloud access sentence\n- fix quick-start grammar in README\nchore(aitools):Convert path blacklist to whitelist\nrefactor(link):optimize kafka send\n- database project alembic add create db\n- database project remove sensitive information\n- database project fix the check issue\n- database project add alembic database version record\n- database project add alembic database version record\n- database project fixed sql injection vulnerability related to system keywords\n- common project modify set extend method\n- common project add the set extend method to redis\n\n## What's Changed\n* fix: resolve prompt-based agent creation bug by @likes1234-bro in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F889\n* bugfix(plugin): fix JSON import issue by @wq457 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F931\n* feat(knowledge): 新增知识库节点智能匹配模式 by @cumthxy in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F932\n* feat: add stdout support for loguru by @hygao1024 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F934\n* feat(link):add alembic by @Alex-Smith-1234 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F936\n* feat(aitools):add headers param by @zijian2 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F937\n* feat: Agent link logs pushed to ES by @lyj715824 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F938\n* fix: change the parameter for updating the audit result by @vsxd in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F939\n* chore: common project add the set extend method to redis by @sharphu in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F940\n* add: Add Claude code capability by @lyj715824 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F945\n* add: Add Claude code capability by @lyj715824 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F948\n* add: Add Claude code capability by @lyj715824 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F949\n* chore: database project add alembic database version record by @sharphu in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F951\n* add: Add Claude code capability by @lyj715824 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F953\n* chore: database project alembic add create db by @sharphu in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F955\n* fix(aitools): fix error handling and add more logs by @zijian2 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F956\n* refactor(link):optimize kafka send by @Alex-Smith-1234 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F957\n* chore(aitools):Convert path blacklist to whitelist by @zijian2 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F958\n* fix array-of-objects value","2026-03-20T09:01:10",{"id":192,"version":193,"summary_zh":194,"released_at":195},111376,"v1.0.2","## What's Changed\n\n### ✨ New Features\n- remove auth check from import\u002Fexport endpoints\n- enhance RPA setup with new services and configurations (#921)\n- add auto database creation and improve migration lock mechanism\n\n### 🐛 Fixes\n- restore mypy ignore-missing-imports flag\n- code quality and aiohtpp client bug fix\n\n### 🔧 Improvements\n- introduce DatabaseConfig for DB config\n- optimize packet guiding exceptions\n- exclude enterprise watchdog feature from mypy checks\n\n## What's Changed\n* fix(aitools): code quality and aiohtpp client bug fix by @zijian2 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F911\n* chore: exclude enterprise watchdog feature from mypy checks by @hygao1024 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F912\n* 添加插件导入导出功能 by @Xxbys752521 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F913\n* feat: add auto database creation and improve migration lock mechanism by @cumthxy in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F910\n* fix(ci): restore mypy ignore-missing-imports flag by @cumthxy in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F924\n* feat(docker): enhance RPA setup with new services and configurations by @doctorbruce in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F921\n* feat(toolkit): remove auth check from import\u002Fexport endpoints by @Xxbys752521 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F926\n\n\n**Full Changelog**: https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fcompare\u002Fv1.0.1...v1.0.2","2026-02-06T09:05:28",{"id":197,"version":198,"summary_zh":199,"released_at":200},111377,"v1.0.1","## What's Changed\n\n### ✨ New Features\n- Add console backend auto-create DB param to default datasource URL\n- add mcp node\n- add mcp node\n- 添加 alembic 数据库迁移支持 - 使用 redis 分布式锁保证多实例迁移安全性 - 自动检测并处理旧数据库迁移场景\n- 添加 alembic 数据库迁移支持\nfeat(rpa):add phone number param\n- add plugin import and export support (#850)\nfeat(plugin):add extension load\n- extend timeout for debug tool request (#828)\n- enhance if-else node with length and regex comparison operators\n\n### 🐛 Fixes\nfix:fix ci.yml\n- initialize logging before uvicorn service and fix client-side span hook\n- add kafka workers control\n- recover console module's db init script\nfix:fix ci.yml\nfix:reformat core\\workflow\\extensions\\middleware\\oss\\manager.py\nfix:reformat core\\workflow\\extensions\\middleware\\oss\\manager.py\n- handle exception with fallback logic (#894)\nfix:fix helm Deployment\nfix:fix helm Deployment\n- 添加类型注解和类型忽略注释\n- 修复代码格式\n- resolve empty enterprise workspace ID issue\n- replace hardcoded Chinese with i18n key (#869)\nfix:fix RPA Deployment\n- adjust input and output styles (#866)\nfix(plugin):remove unnecessary python path\n- Resolve the unit test exception of fastapi auth middleware\n- Switch to httx for http requests\n- improve performance by avoiding blocking sync functions in FastAPI auth middleware\n- prevent loguru logs from being lost in uvicorn multi-worker mode by isolating handlers per PID\n\n### 🔧 Improvements\n- refactor aitools, optimize performance, abstract infrastructure, organize and categorize tools\n- async-first rewrite with auto-OSS tracing, HTTP session pooling, RPA ext params & stream resource fixes\n- async-first rewrite with auto-OSS tracing, HTTP session pooling, RPA ext params & stream resource fixes\n- 使用 MySQL 错误码替代字符串匹配进行数据库迁移错误处理\n- migrate to lifespan and enhance http connectivity\n- agent project model default max_tokens modify\nrefactor(plugin):add kafka-enable env config\ndocs:Update the FAQ document\ndocs:Update the FAQ document\ndocs:Update the FAQ document\ndocs:Update the FAQ document\nrefactor(rpa):add create task info log\n- database project optimization of dml time string processing logic and addition of kong automatic gateway discovery\ndocs:Modify deployment documentation\n- unify timeout & cancellation, watchdog injection, stream-node lifecycle\n- remove unused api interfaces (#818)\n- Code format adjustment\n- agent project dependency updates and static analysis issue fixes\n- agent project fix unit test assertion url error\n- agent project online code review and issue fixing\n- agent project overall optimization of link logs, models, and plugins\n- agent project config file modification\n- agent project v1 workflow interface model url parameter optimization\n- agent project workflow-agent interface modify model prompts and add logs\n- agent project python.mk file modify\n- agent project update main\n- agent project update gitignore\n- agent project overall reconstruction\n\n## What's Changed\n* fix(logging): prevent loguru logs from being lost in uvicorn multi-worker mode by isolating handlers per PID by @hygao1024 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F807\n* chore: agent project overall optimization of link logs, models, and plugins by @sharphu in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F808\n* fix(auth): improve performance by avoiding blocking sync functions in FastAPI auth middleware by @hygao1024 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F813\n* style: Code format adjustment by @hygao1024 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F814\n* feat: enhance if-else node with length and regex comparison operators by @cumthxy in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F812\n* refactor(api): remove unused api interfaces by @wq457 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F818\n* Fix\u002Fvirtualman chat by @mingsuiyongheng in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F819\n* feat(http): extend timeout for debug tool request by @wq457 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F828\n* refactor(workflow): unify timeout & cancellation, watchdog injection,… by @Kexinist in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F830\n* docs:Modify deployment documentation by @lyj715824 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F844\n* feat(plugin):add extension load by @Alex-Smith-1234 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F849\n* feat: add plugin import and export support by @wq457 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F850\n* fix(plugin):remove unnecessary python path by @Alex-Smith-1234 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F851\n* feat(rpa):add phone number param by @Alex-Smith-1234 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F852\n* chore: database project optimization of dml time string processing logic and addition of kong automatic gateway discovery by @sharphu in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F848\n* refactor(rpa):add create task info log by @Alex-Smith-1234 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F858\n* docs:Update the FAQ document by @lyj715824 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpul","2026-01-30T09:33:38",{"id":202,"version":203,"summary_zh":204,"released_at":205},111378,"v1.0.0","## What's Changed\n\n### ✨ New Features\n- improve config loading and add bearer auth support for ifly-v2\n- add value field to SecurityScheme and set token in ToolBoxService (#789)\n- Enhance chat functionality and UI improvements (#778)\n- enhance node capabilities, stability, and timeout handling\n\n### 🐛 Fixes\n- The code interpreter optimizes parameter validation\n- correct streaming output of reasoning model and unify logging fields\n- fix kafka producer stuck issue\n- align avatar and username in News section (#787)\nfix(aitools):fix the aitools sql\nfix:Increase Nginx concurrency\n- disable flyway migration scripts checksum by default (#774)\nfix(plugin):fix the ocr tools description content\n- update SVG assets and enhance markdown rendering component (#761)\n- S3Util endpoint configuration bug\n- 修复文件上传 413 错误 - 前端 nginx 添加上传大小限制\n- S3Util endpoint configuration bug\n- Switch Kafka log reporting to run in the background via a task queue\n- correct the test cases\n- unify field types for trace log reporting\nfix(link):fix the otlp caller tag\n- add async response handling to \u002Ftools\u002Fhttp_run and kafka background task submissions; add null check for mcp URL\n- add default empty string for chat_id and uid params in FlowNode\nfix:Modify file upload size limit\n- MCP node timeout and output validation\n- update avatar URL state and improve chat page localization (#735)\n- expand button click area (#743)\n- improve ragflow dataset resolution\n\n### 🔧 Improvements\n- rename 'maasDatasetListStr' to 'maasDatasetList' in BotDebugRequest (#781)\ndocs:Modify readme documents\nchore\u002Fkatex-style-eslint-fix (#767)\n- database project link log and corresponding unit test optimization\n- database project ddl statements and unit test optimization\n- database project ddl statements and database connection caching optimization\ndocs:Add new FAQ document\n- move README-zh.md and CONTRIBUTING_CN.md to docs directory (#727)\n- optimize deployment documentation\n- optimize deployment documentation\n\n## What's Changed\n* docs: move README-zh.md and CONTRIBUTING_CN.md to docs directory by @scguoi in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F727\n* fix: improve ragflow dataset resolution by @mixiangsiyi in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F734\n* Fix\u002Frename file，fix issue: https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fissues\u002F720 by @mingsuiyongheng in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F739\n* docs:Add new FAQ document by @lyj715824 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F741\n* fix(ui): expand button click area by @wq457 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F743\n* fix: update avatar URL state and improve chat page localization by @hant1 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F735\n* feat: enhance node capabilities, stability, and timeout handling by @hygao1024 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F744\n* docs: optimize deployment documentation by @yjlu12 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F659\n* fix:Modify file upload size limit by @lyj715824 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F747\n* fix: add default empty string for chat_id and uid params in FlowNode by @cumthxy in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F750\n* fix(link): add async response handling to \u002Ftools\u002Fhttp_run and kafka background task submissions; add null check for mcp URL by @zijian2 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F752\n* Bugfix\u002Fworkflow export yaml by @wq457 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F755\n* fix(link):fix the otlp caller tag by @Alex-Smith-1234 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F756\n* fix: unify field types for trace log reporting by @hygao1024 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F757\n* fix(link): Switch Kafka log reporting to run in the background via a … by @zijian2 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F759\n* chore: database project ddl statements and database connection caching optimization by @sharphu in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F758\n* fix: S3Util endpoint configuration bug and frontend upload file size limit by @vsxd in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F765\n* fix: update SVG assets and enhance markdown rendering component by @hant1 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F761\n* chore\u002Fkatex-style-eslint-fix by @wq457 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F767\n* fix(plugin):fix the ocr tools description content by @Alex-Smith-1234 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F770\n* fix: disable flyway migration scripts checksum by development config‘s default by @vsxd in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F774\n* Fix\u002Fpublish market bug, fix issue: https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fissues\u002F649 by @mingsuiyongheng in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F773\n* docs:Modify readme documents by @lyj715824 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F775\n* fix:Increase Nginx concurrency by @lyj715824 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F776\n* feat: Enhance chat functionality and UI impr","2026-01-05T07:05:48",{"id":207,"version":208,"summary_zh":209,"released_at":210},111379,"v1.0.0-rc.9","## What's Changed\n\n### ✨ New Features\n- replace input with textarea for workflow start node (#726)\n- add gitleaks secret scanning to pre-commit (#711)\n- add pre-commit configuration for multi-language code quality (#706)\n- insert flow data\n\n### 🐛 Fixes\nfix:Optimize K8S deployment\nfix:Optimize K8S deployment\nfix:Optimize K8S deployment\n- prevent docker compose from modifying local files (#721)\nfix(link):add link api result span log\n- correct workflow tool node debugging logic not executing properly (#707)\n- conditionally render VoiceTraining component and handle error messages in voice training (#704)\n- multiple workflow execution issues and enhance ifly executor sandbox with bearer auth\nfix:config-loading\n- hotfix typo in migration script sql (#695)\n\n### 🔧 Improvements\n- add pre-commit usage guide and update contributing docs (#713)\n- temporarily disable comment-check job (#708)\n\n## What's Changed\n* Fix directory path in README-zh.md by @Tinywan in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F618\n* feat: insert flow data by @BillorBear in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F691\n* fix: hotfix typo in migration script sql by @vsxd in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F695\n* fix:config-loading by @zhubin4615 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F699\n* fix: multiple workflow execution issues and enhance ifly executor sandbox with bearer auth by @hygao1024 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F703\n* fix: conditionally render VoiceTraining component and handle error me… by @hant1 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F704\n* feat: add pre-commit configuration for multi-language code quality by @scguoi in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F706\n* fix: correct workflow tool node debugging logic not executing properly by @wq457 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F707\n* ci: temporarily disable comment-check job by @scguoi in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F708\n* feat(security): add gitleaks secret scanning to pre-commit by @scguoi in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F711\n* docs: add pre-commit usage guide and update contributing docs by @scguoi in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F713\n* Update V1.16__insert_workflow_data.sql by @vsxd in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F714\n* fix(link):add link api result span log by @Alex-Smith-1234 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F716\n* doc:update readme document by @lyj715824 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F719\n* fix(docker): prevent docker compose from modifying local files by @scguoi in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F721\n* fix:Optimize K8S deployment by @lyj715824 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F723\n* fix:Optimize K8S deployment by @lyj715824 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F724\n* fix:Optimize K8S deployment by @lyj715824 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F725\n* feat(start-node): replace input with textarea for workflow start node by @wq457 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F726\n\n## New Contributors\n* @Tinywan made their first contribution in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F618\n\n**Full Changelog**: https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fcompare\u002Fv1.0.0-rc.8...v1.0.0-rc.9","2025-12-11T11:23:16",{"id":212,"version":213,"summary_zh":214,"released_at":215},111380,"v1.0.0-rc.8","## What's Changed\n\n### ✨ New Features\n- No new features in this release\n\n### 🐛 Fixes\n- hotfix error insert sql (#689)\n- resolve multiple workflow execution and debugging issues\n\n### 🔧 Improvements\n- No improvements in this release\n\n## What's Changed\n* fix: resolve multiple workflow execution and debugging issues by @hygao1024 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F688\n* fix: hotfix error insert sql by @vsxd in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F689\n\n\n**Full Changelog**: https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fcompare\u002Fv1.0.0-rc.7...v1.0.0-rc.8","2025-12-04T02:41:47",{"id":217,"version":218,"summary_zh":219,"released_at":220},111381,"v1.0.0-rc.7","## What's Changed\n\n### ✨ New Features\n- Add SPARK_VIRTUAL_MAN configuration support\n- add k8s enviroment\n- Add SPARK_VIRTUAL_MAN configuration support\n- Add SPARK_VIRTUAL_MAN_APP_ID configuration support\n- add frontend environment SPARK_VIRTUAL_MAN_APP_ID\n- Add SPARK_VIRTUAL_MAN_APP_ID configuration support\n- Add virtual man API configuration support\n- add isVirtual prop to conditionally render API config… (#663)\nfeat:issue-rewriting\n- RPA - add point allocation and consumption tables (#655)\nfeat:issue-rewriting\n- enable flyway db migration (#637)\n- fix multiParams bug (#634)\n- improve throughput 4x and reduce P95 latency under 2200 concurrency. resolve model node fallback blocking and database keyword validation issues.\nfeat:issue-rewriting\nfeat:issue-rewriting\n\n### 🐛 Fixes\n- Fix environment variable syntax in docker-compose.yaml (#683)\n- Prevent network timeout in S3 presigned URL generation and impro… (#680)\n- The virtual human agent does not support API release yet; Fixed the issue of duplicate API URLs; Split the virtual human configuration. (#669)\nfix(plugin):config file add polaris key\nfix(plugin):fix plugin code quality check\n- talk agent api not support (#652)\n- update .env.example\n- Remove unsupported TALK version from maasSupportedVersions list\n- code fme fixed\n- removed db migration script's hardcoded table name (#643)\n- add missing alter table sql for migration script (#641)\n- Supporting the release process for the TalkAgent version. (#638)\n- specify Deno version to resolve langchain sandbox compatibility issues\n- shcema sql fixed\n- shcema sql fixed\n- shcema sql fixed\n\n### 🔧 Improvements\n- database project dml parametric replacement replaced with node replacement\n- optimize ci cd flow\nrefactor(plugin):aitools add polaris loader\nrefactor(link):polaris load code refactoring\n- add project modules overview documentation (#642)\n- database project dml compatible with time string format\n- fix failing intent chain test cases\n\n## What's Changed\n* fix: shcema sql fixed by @BillorBear in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F611\n* fix: shcema sql fixed by @BillorBear in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F612\n* fix: shcema sql fixed by @BillorBear in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F613\n* Feature\u002Fissue rewriting by @zhubin4615 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F615\n* improve throughput 4x and reduce P95 latency under 2200 concurrency by @hygao1024 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F616\n* fix: specify Deno version to resolve langchain sandbox compatibility issues by @hygao1024 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F624\n* chore(CI): Add code assist for PR by @dongjiang1989 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F623\n* addresses i18n display issues and updates the logic for creating a directive agent... by @lantianhemao in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F633\n* feat(hant1): fix multiParams bug by @hant1 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F634\n* fix: Supporting the release process for the TalkAgent version. by @mingsuiyongheng in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F638\n* feat: enable flyway db migration by @vsxd in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F637\n* chore: database project dml compatible with time string format by @sharphu in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F639\n* fix: add missing alter table sql for migration script by @vsxd in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F641\n* docs: add project modules overview documentation by @scguoi in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F642\n* fix: removed db migration script's hardcoded table name by @vsxd in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F643\n* doc:add deploy FAQ by @lyj715824 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F644\n* fix: code fme fixed by @BillorBear in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F645\n* refactor(link):polaris load code refactoring by @Alex-Smith-1234 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F648\n* fix: talk agent api not support by @mingsuiyongheng in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F652\n* fix(plugin):fix plugin code quality check by @Alex-Smith-1234 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F654\n* feat(database): RPA - add point allocation and consumption tables by @doctorbruce in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F655\n* feat:issue-rewriting by @zhubin4615 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F656\n* feat:issue-rewriting by @zhubin4615 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F657\n* refactor(plugin):aitools add polaris loader by @Alex-Smith-1234 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F658\n* fix(plugin):config file add polaris key by @Alex-Smith-1234 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F664\n* Feature\u002Fperset queston fix by @hant1 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F662\n* feat(wx-modal): add isVirtual prop to conditionally render API config… by @slqcode in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F663\n* refa","2025-12-02T07:54:02",{"id":222,"version":223,"summary_zh":224,"released_at":225},111382,"v1.0.0-rc.6","## What's Changed\n\n### ✨ New Features\n- fix language change bug (#610)\n- black list issue fixed\n- Adjust Node Debug interface compatibility, optimize logs and code formatting, and fix SQL injection risk\n- add custom_speaker table schema (#517)\n- one sentence clone\n\n### 🐛 Fixes\n- modify MaasUtil.java (#609)\n- update SQL change in RPA\n- Replace BotStatusEnum with ShelfStatusEnum for published status check (#606)\n- add support for file upload type recognition\n- Update RPA docker-compose.yml to resolve encoding problems\nfix:Update RPA docker-compose.yml to resolve encoding problems\n- sql script fixed\n- model scheduler fixed\nfix:Fix deploy\nfix:Fix K8s deploy\nfix:Fix K8s deploy\n- sql script fixed\n- add redis password config for console hub (#556)\nfix:Fix K8s deploy\nfix:Fix K8s deploy\nfix(plugin):fix the plugin otlp key error\nfix:Fix K8s deploy\nfix:Fix K8s deploy\nfix:Fix ISSUE TEMPLATE\nfix:Fix ISSUE TEMPLATE\nfix(link):fix the link sql defver error\nfix:Fix ISSUE TEMPLATE\nfix:Fix ISSUE TEMPLATE\nfix:Fix ISSUE TEMPLATE\nfix:Fix ISSUE TEMPLATE\nfix:Fix ISSUE TEMPLATE\nfix:Fix ISSUE TEMPLATE\nfix:Fix K8S deployment\nfix:Fix K8S deployment\nfix:Fix K8S deployment\nfix(rpa):fix error codes for RPA request failures\nfix:Fix K8S deployment\nfix:Fix K8S deployment\n- increase comment-check timeout to 10 minutes (#511)\n- resolve RAGFlow split API first-upload empty data issue\n\n### 🔧 Improvements\n- add virtual human authorization address.\n- database project dml interface optimization\n- add DeepWiki badge to README files (#568)\n- database project use new methods to verify sql injection\n- database project restore to before adding sql validation\n- remove deprecated Casdoor environment variables and update Doc… (#558)\n- restrict image builds to main\u002Fmaster branches only (#513)\n- enforce check-only philosophy, remove auto-formatting (#510)\n- database project fixed SQL injection issues in DML statements and added unit tests\n\n## What's Changed\n* fix(knowledge): resolve RAGFlow split API first-upload empty data issue by @mixiangsiyi in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F505\n* chore: database project fixed SQL injection issues in DML statements and added unit tests by @sharphu in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F506\n* Feature\u002Fpretter code by @hant1 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F508\n* refactor(ci): enforce check-only philosophy, remove auto-formatting by @scguoi in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F510\n* fix(ci): increase comment-check timeout to 10 minutes by @scguoi in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F511\n* refactor(ci): restrict image builds to main\u002Fmaster branches only by @scguoi in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F513\n* add:Add K8S deployment by @lyj715824 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F514\n* Feature\u002Fone sentence clone by @mikasa-code in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F515\n* feat: add custom_speaker table schema by @mikasa-code in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F517\n* feat(workflow): Adjust Node Debug interface compatibility, optimize logs and code formatting, and fix SQL injection risk by @Kexinist in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F518\n* Feature\u002Fcicd by @lyj715824 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F520\n* fix:Fix K8S deployment by @lyj715824 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F524\n* fix(rpa):fix error codes for RPA request failures by @Alex-Smith-1234 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F523\n* fix:Fix K8S deployment by @lyj715824 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F529\n* fix:Fix K8S deployment by @lyj715824 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F533\n* Feature\u002Fcicd by @lyj715824 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F546\n* fix:Fix ISSUE TEMPLATE by @lyj715824 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F547\n* fix:Fix ISSUE TEMPLATE by @lyj715824 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F548\n* fix:Fix ISSUE TEMPLATE by @lyj715824 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F549\n* fix:Fix ISSUE TEMPLATE by @lyj715824 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F550\n* fix:Fix ISSUE TEMPLATE by @lyj715824 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F551\n* fix(link):fix the link sql defver error by @Alex-Smith-1234 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F555\n* chore: remove deprecated Casdoor environment variables and update Doc… by @slqcode in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F558\n* Feature\u002Fcicd by @lyj715824 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F563\n* Bugfix\u002Fdatabase node ref & node delete by @wq457 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F564\n* docs: add DeepWiki badge to README files by @scguoi in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F568\n* fix(plugin):fix the plugin otlp key error by @Alex-Smith-1234 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F573\n* Feature\u002Fcicd by @lyj715824 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F574\n* chore: database project use new methods to verify sql in","2025-11-20T11:45:00",{"id":227,"version":228,"summary_zh":229,"released_at":230},111383,"v1.0.0-rc.5","## What's Changed\n\n### ✨ New Features\n- delete unUsed code (#503)\n- feature\u002Fconsole bd (#500)\n- feature\u002Fconsole bd (#498)\n\n### 🐛 Fixes\n- Fix the initialization configuration issue of the MaaS app (#499)\n- version add fixed\n- fix S3ClientUtil presigned URL and add comprehensive validation (#496)\n- prevent browser caching for runtime-config.js (#494)\nfix(link):fix the auth value to x-value\nfix:Resolve script format issues\n- Update CI workflow to handle TypeScript and ESLint errors gracefully (#476)\n\n### 🔧 Improvements\n- Update styling and localization in MakeCreateModal and OrderTypeDisplay components (#502)\ndocs:Temporarily remove the red-marked sections “release build” and “coverage” from the README..\nrefactor：Create a new error message prompt for prompt engineering (#478)\n\n## What's Changed\n* fix: Update CI workflow to handle TypeScript and ESLint errors gracef… by @slqcode in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F476\n* Feature\u002Ffe check error by @slqcode in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F477\n* refactor：Create a new error message prompt for prompt engineering by @mingsuiyongheng in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F478\n* add:ADD RPA by @lyj715824 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F480\n* fix:Resolve script format issues by @lyj715824 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F481\n* doc:ADD RPA DOC by @lyj715824 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F485\n* fix(link):fix the auth value to x-value by @Alex-Smith-1234 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F486\n* Hotfix\u002Fai sentence gen by @slqcode in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F487\n* Feature\u002Fi18n 1024 by @slqcode in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F488\n* Feature\u002Fi18n 1024 by @slqcode in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F489\n* Feature\u002Fi18n 1024 by @slqcode in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F490\n* docs:Temporarily remove the red-marked sections “release build” and “… by @Thomas1024-Astron in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F492\n* fix(frontend): prevent browser caching for runtime-config.js by @slqcode in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F494\n* fix: fix S3ClientUtil presigned URL and add comprehensive lidation by @vsxd in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F496\n* Feature\u002Fworkflow tool by @BillorBear in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F497\n* Feature\u002Fconsole bd by @yun-zhi-ztl in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F498\n* fix: Fix the initialization configuration issue of the MaaS app by @mingsuiyongheng in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F499\n* Feature\u002Fconsole bd by @yun-zhi-ztl in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F500\n* doc:ADD RPA DOC by @lyj715824 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F501\n* feat: Update styling and localization in TeamCreateModal by @hant1 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F502\n* feat(han1): delete unUsed code by @hant1 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F503\n* Feature\u002Fvms zh by @slqcode in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F504\n\n## New Contributors\n* @hant1 made their first contribution in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F502\n\n**Full Changelog**: https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fcompare\u002Fv1.0.0-rc.4...v1.0.0-rc.5","2025-11-03T11:02:46",{"id":232,"version":233,"summary_zh":234,"released_at":235},111384,"v1.0.0-rc.4","## What's Changed\n\n### ✨ New Features\n- adding new bot type - talkAgent  (#454)\n\n### 🐛 Fixes\nfix:html security-vulnerability\nfix(link):solve the auth failed bug\n\n### 🔧 Improvements\ndocs:Replace the Astron concept image in the README.\n- database project exec ddl file unit test modification\n- database project fix sql injection issues in ddl statements\n- database project general code fixes for SQL injection issues\n- tenant project fixes logging of sensitive information issues\n- database project general file fixes SQL injection issues\n\n## What's Changed\n* chore: database project general file fixes SQL injection issues by @sharphu in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F453\n* feat: add new bot version talkAgent  by @zhuxinghan01 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F454\n* DOC:ADD RPA by @lyj715824 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F455\n* DOC:ADD RPA by @lyj715824 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F456\n* fix(link):solve the auth failed bug by @Alex-Smith-1234 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F457\n* chore: tenant project fixes logging of sensitive information issues by @sharphu in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F458\n* chore: database project general code fixes for SQL injection issues by @sharphu in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F459\n* Feature\u002Fcicd by @lyj715824 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F461\n* DOC:ADD RPA by @lyj715824 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F462\n* DOC:ADD RPA by @lyj715824 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F463\n* fix:html security-vulnerability by @zhubin4615 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F464\n* add:ADD Unilateral coverage by @lyj715824 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F465\n* chore: database project fix sql injection issues in ddl statements by @sharphu in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F469\n* chore: database project exec ddl file unit test modification by @sharphu in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F470\n* add:ADD Unilateral coverage by @lyj715824 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F471\n* docs:Replace the Astron concept image in the README. by @Thomas1024-Astron in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F473\n* Feature\u002Fcicd by @lyj715824 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F474\n\n## New Contributors\n* @zhuxinghan01 made their first contribution in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F454\n\n**Full Changelog**: https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fcompare\u002Fv1.0.0-rc.3...v1.0.0-rc.4","2025-10-30T12:34:17",{"id":237,"version":238,"summary_zh":239,"released_at":240},111385,"v1.0.0-rc.3","## What's Changed\n\n### ✨ New Features\n- work flow agent sql add\n\n### 🐛 Fixes\n- No bug fixes in this release\n\n### 🔧 Improvements\n- No improvements in this release\n\n## What's Changed\n* feat: work flow agent sql by @BillorBear in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F451\n\n\n**Full Changelog**: https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fcompare\u002Fv1.0.0-rc.2...v1.0.0-rc.3","2025-10-29T03:08:41",{"id":242,"version":243,"summary_zh":244,"released_at":245},111386,"v1.0.0-rc.2","## What's Changed\n* chore: add GitHub CODEOWNERS file for repository governance by @scguoi in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F3\n* docs: refactor local CI configuration docs and add English versions by @scguoi in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F6\n* refactor: optimize node execution timing, add engine\u002Fvariable pool docs, refine DSL definitions by @hygao1024 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F7\n* feat: remove .cursor rules and add to .gitignore by @scguoi in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F8\n* docs: add comprehensive CONTRIBUTING guidelines by @scguoi in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F9\n* feat: add streamlined GitHub issue templates by @scguoi in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F10\n* refactor: simplify GitHub issue template configuration by @scguoi in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F11\n* feat: enhance GitHub templates with detailed structure by @scguoi in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F12\n* Support standalone Redis, integrate Loguru with OTLP, and improve comments by @hygao1024 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F13\n* feat(common):修改settings环境变量覆盖优先级 by @dm57 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F14\n* ci(makefile): improve Python path detection for better portability by @scguoi in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F17\n* docs: update project name from Astra Agent to Astron Agent by @scguoi in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F18\n* docs: simplify README and remove Polaris configuration by @byliu in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F16\n* feat: internationalize Chinese comments to English across codebase by @byliu in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F19\n* refactor:add common denpendency  by @MacGe in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F21\n* Feature\u002Flink common by @Alex-Smith-1234 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F20\n* refactor: console backend module improvements and standardization by @vsxd in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F22\n* Feature db by @sharphu in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F23\n* refactor:plugin remove .plugin dir by @Alex-Smith-1234 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F24\n* refactor: rename console backend module by @vsxd in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F25\n* fix:Repair query_doc_content and dockerfile by @zhubin4615 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F26\n* Bugfix\u002Fcode inspection by @zhubin4615 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F28\n* Code quality check base GitHub workflow by @scguoi in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F29\n* fix(ci): resolve tool installation issues by @scguoi in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F30\n* fix(ci): resolve golang quality check exit code issue by @scguoi in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F31\n* fix(ci): upgrade Go version from 1.21 to 1.23 by @scguoi in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F32\n* fix(ci): correct golangci-lint command in workflow by @scguoi in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F33\n* fix(ci): upgrade golangci-lint to v2.5.0 by @scguoi in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F34\n* feat: remove xingchen-utils dependency by @byliu in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F36\n* feat: console backend api updated, improved code quality and fixed several bugs. by @vsxd in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F35\n* Hotfix: S3ClientUtil unit tests fixed by @vsxd in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F37\n* Feature\u002Foptimize env and code check by @dm57 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F38\n* Bugfix\u002Fcode inspection error by @zhubin4615 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F39\n* refactor:unify config style by @MacGe in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F40\n* refactor:correct config path by @MacGe in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F41\n* refactor:repair tenant init sql by @Thomas1024-Astron in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F42\n* feat: add env var loader and update Dockerfile for Go build by @chenjian01 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F43\n* refactor:correct config path by @MacGe in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F44\n* chore: packet import format and config file modification by @sharphu in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F45\n* feat: improve workflow stability and schema definitions by @hygao1024 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F46\n* refactor(link):Standardizing the config.env file by @Alex-Smith-1234 in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F47\n* refactor: standardize environment variable naming conventions by @byliu in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F48\n* style: modification of the import method by @sharphu in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F49\n* refactor(agent): optimize Redis configuration and client architecture by @byliu in https:\u002F\u002Fgithub.com\u002Fiflytek\u002Fastron-agent\u002Fpull\u002F50\n* Bugfix\u002Fcod","2025-10-28T14:16:05"]