[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"similar-1Panel-dev--MaxKB":3,"tool-1Panel-dev--MaxKB":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",138956,2,"2026-04-05T11:33:21",[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":75,"owner_avatar_url":76,"owner_bio":77,"owner_company":78,"owner_location":78,"owner_email":78,"owner_twitter":78,"owner_website":78,"owner_url":79,"languages":80,"stars":115,"forks":116,"last_commit_at":117,"license":118,"difficulty_score":10,"env_os":119,"env_gpu":119,"env_ram":119,"env_deps":120,"category_tags":128,"github_topics":129,"view_count":143,"oss_zip_url":78,"oss_zip_packed_at":78,"status":16,"created_at":144,"updated_at":145,"faqs":146,"releases":175},386,"1Panel-dev\u002FMaxKB","MaxKB","🔥 MaxKB is an open-source platform for building enterprise-grade agents.  强大易用的开源企业级智能体平台。","MaxKB 是一款专为构建企业级智能体设计的开源平台，旨在帮助用户快速搭建基于大模型的知识问答系统。面对大模型容易产生幻觉以及难以与企业现有系统对接的挑战，MaxKB 通过内置的 RAG 检索增强生成管道，支持文档上传与自动解析，确保回答基于真实数据，显著提升准确性。\n\n功能方面，MaxKB 提供强大的工作流引擎和多模态支持，能够处理文本、图像及音视频等多种输入输出。它采用模型无关架构，兼容 DeepSeek、Llama 等私有模型以及 OpenAI、Claude 等公共模型。对于开发者而言，其零代码集成特性允许快速对接第三方系统，无需复杂开发即可实现智能客服或内部知识库建设。\n\n无论是企业 IT 团队、开发者，还是需要进行学术研究与教育应用的机构，MaxKB 都能提供稳定可靠的解决方案。配合 Docker 一键部署，上手便捷，是打造专业级 AI 应用的高效选择。","\u003Cp align=\"center\">\u003Cimg src= \"https:\u002F\u002Fgithub.com\u002F1Panel-dev\u002Fmaxkb\u002Fassets\u002F52996290\u002Fc0694996-0eed-40d8-b369-322bf2a380bf\" alt=\"MaxKB\" width=\"300\" \u002F>\u003C\u002Fp>\n\u003Ch3 align=\"center\">Open-source platform for building enterprise-grade agents\u003C\u002Fh3>\n\u003Ch3 align=\"center\">强大易用的企业级智能体平台\u003C\u002Fh3>\n\u003Cp align=\"center\">\u003Ca href=\"https:\u002F\u002Ftrendshift.io\u002Frepositories\u002F9113\" target=\"_blank\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002F1Panel-dev_MaxKB_readme_4a68feb902da.png\" alt=\"1Panel-dev%2FMaxKB | Trendshift\" style=\"width: 250px; height: 55px;\" width=\"250\" height=\"55\"\u002F>\u003C\u002Fa>\u003C\u002Fp>\n\u003Cp align=\"center\">\n  \u003Ca href=\"https:\u002F\u002Fwww.gnu.org\u002Flicenses\u002Fgpl-3.0.html#license-text\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Flicense\u002F1Panel-dev\u002Fmaxkb?color=%231890FF\" alt=\"License: GPL v3\">\u003C\u002Fa>\n  \u003Ca href=\"https:\u002F\u002Fgithub.com\u002F1Panel-dev\u002Fmaxkb\u002Freleases\u002Flatest\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Fv\u002Frelease\u002F1Panel-dev\u002Fmaxkb\" alt=\"Latest release\">\u003C\u002Fa>\n  \u003Ca href=\"https:\u002F\u002Fgithub.com\u002F1Panel-dev\u002Fmaxkb\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Fstars\u002F1Panel-dev\u002Fmaxkb?color=%231890FF&style=flat-square\" alt=\"Stars\">\u003C\u002Fa>    \n  \u003Ca href=\"https:\u002F\u002Fhub.docker.com\u002Fr\u002F1panel\u002Fmaxkb\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fdocker\u002Fpulls\u002F1panel\u002Fmaxkb?label=downloads\" alt=\"Download\">\u003C\u002Fa>\u003Cbr\u002F>\n [\u003Ca href=\"\u002FREADME_CN.md\">中文(简体)\u003C\u002Fa>] | [\u003Ca href=\"\u002FREADME.md\">English\u003C\u002Fa>] \n\u003C\u002Fp>\n\u003Chr\u002F>\n\nMaxKB = Max Knowledge Brain, it is an open-source platform for building enterprise-grade agents. MaxKB integrates Retrieval-Augmented Generation (RAG) pipelines, supports robust workflows, and provides advanced MCP tool-use capabilities. MaxKB is widely applied in scenarios such as intelligent customer service, corporate internal knowledge bases, academic research, and education.\n\n- **RAG Pipeline**: Supports direct uploading of documents \u002F automatic crawling of online documents, with features for automatic text splitting, vectorization. This effectively reduces hallucinations in large models, providing a superior smart Q&A interaction experience.\n- **Agentic Workflow**: Equipped with a powerful workflow engine, function library and MCP tool-use, enabling the orchestration of AI processes to meet the needs of complex business scenarios.\n- **Seamless Integration**: Facilitates zero-coding rapid integration into third-party business systems, quickly equipping existing systems with intelligent Q&A capabilities to enhance user satisfaction.\n- **Model-Agnostic**: Supports various large models, including private models (such as DeepSeek, Llama, Qwen, etc.) and public models (like OpenAI, Claude, Gemini, etc.).\n- **Multi Modal**: Native support for input and output text, image, audio and video.\n\n## Quick start\n\nExecute the script below to start a MaxKB container using Docker:\n\n```bash\ndocker run -d --name=maxkb --restart=always -p 8080:8080 -v ~\u002F.maxkb:\u002Fopt\u002Fmaxkb 1panel\u002Fmaxkb\n```\n\nAccess MaxKB web interface at `http:\u002F\u002Fyour_server_ip:8080` with default admin credentials:\n\n- username: admin\n- password: MaxKB@123..\n\n中国用户如遇到 Docker 镜像 Pull 失败问题，请参照该 [离线安装文档](https:\u002F\u002Fmaxkb.cn\u002Fdocs\u002Fv2\u002Finstallation\u002Foffline_installtion\u002F) 进行安装。\n\n## Screenshots\n\n\u003Ctable style=\"border-collapse: collapse; border: 1px solid black;\">\n  \u003Ctr>\n    \u003Ctd style=\"padding: 5px;background-color:#fff;\">\u003Cimg src= \"https:\u002F\u002Fgithub.com\u002Fuser-attachments\u002Fassets\u002Feb285512-a66a-4752-8941-c65ed1592238\" alt=\"MaxKB Demo1\"   \u002F>\u003C\u002Ftd>\n    \u003Ctd style=\"padding: 5px;background-color:#fff;\">\u003Cimg src= \"https:\u002F\u002Fgithub.com\u002Fuser-attachments\u002Fassets\u002Ff732f1f5-472c-4fd2-93c1-a277eda83d04\" alt=\"MaxKB Demo2\"   \u002F>\u003C\u002Ftd>\n  \u003C\u002Ftr>\n  \u003Ctr>\n    \u003Ctd style=\"padding: 5px;background-color:#fff;\">\u003Cimg src= \"https:\u002F\u002Fgithub.com\u002Fuser-attachments\u002Fassets\u002Fc927474a-9a23-4830-822f-5db26025c9b2\" alt=\"MaxKB Demo3\"   \u002F>\u003C\u002Ftd>\n    \u003Ctd style=\"padding: 5px;background-color:#fff;\">\u003Cimg src= \"https:\u002F\u002Fgithub.com\u002Fuser-attachments\u002Fassets\u002Fe6268996-a46d-4e58-9f30-31139df78ad2\" alt=\"MaxKB Demo4\"   \u002F>\u003C\u002Ftd>\n  \u003C\u002Ftr>\n\u003C\u002Ftable>\n\n## Technical stack\n\n- Frontend：[Vue.js](https:\u002F\u002Fvuejs.org\u002F)\n- Backend：[Python \u002F Django](https:\u002F\u002Fwww.djangoproject.com\u002F)\n- LLM Framework：[LangChain](https:\u002F\u002Fwww.langchain.com\u002F)\n- Database：[PostgreSQL + pgvector](https:\u002F\u002Fwww.postgresql.org\u002F)\n\n## Star History\n\n[![Star History Chart](https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002F1Panel-dev_MaxKB_readme_f2ce4d54a9d9.png)](https:\u002F\u002Fstar-history.com\u002F#1Panel-dev\u002FMaxKB&Date)\n\n## License\n\nLicensed under The GNU General Public License version 3 (GPLv3)  (the \"License\"); you may not use this file except in compliance with the License. You may obtain a copy of the License at\n\n\u003Chttps:\u002F\u002Fwww.gnu.org\u002Flicenses\u002Fgpl-3.0.html>\n\nUnless required by applicable law or agreed to in writing, software distributed under the License is distributed on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.\n","\u003Cp align=\"center\">\u003Cimg src= \"https:\u002F\u002Fgithub.com\u002F1Panel-dev\u002Fmaxkb\u002Fassets\u002F52996290\u002Fc0694996-0eed-40d8-b369-322bf2a380bf\" alt=\"MaxKB\" width=\"300\" \u002F>\u003C\u002Fp>\n\u003Ch3 align=\"center\">构建企业级智能体的开源平台\u003C\u002Fh3>\n\u003Ch3 align=\"center\">强大易用的企业级智能体平台\u003C\u002Fh3>\n\u003Cp align=\"center\">\u003Ca href=\"https:\u002F\u002Ftrendshift.io\u002Frepositories\u002F9113\" target=\"_blank\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002F1Panel-dev_MaxKB_readme_4a68feb902da.png\" alt=\"1Panel-dev\u002FMaxKB | Trendshift\" style=\"width: 250px; height: 55px;\" width=\"250\" height=\"55\"\u002F>\u003C\u002Fa>\u003C\u002Fp>\n\u003Cp align=\"center\">\n  \u003Ca href=\"https:\u002F\u002Fwww.gnu.org\u002Flicenses\u002Fgpl-3.0.html#license-text\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Flicense\u002F1Panel-dev\u002Fmaxkb?color=%231890FF\" alt=\"许可证：GPL v3\">\u003C\u002Fa>\n  \u003Ca href=\"https:\u002F\u002Fgithub.com\u002F1Panel-dev\u002Fmaxkb\u002Freleases\u002Flatest\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Fv\u002Frelease\u002F1Panel-dev\u002Fmaxkb\" alt=\"最新版本\">\u003C\u002Fa>\n  \u003Ca href=\"https:\u002F\u002Fgithub.com\u002F1Panel-dev\u002Fmaxkb\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Fstars\u002F1Panel-dev\u002Fmaxkb?color=%231890FF&style=flat-square\" alt=\"星标\">\u003C\u002Fa>    \n  \u003Ca href=\"https:\u002F\u002Fhub.docker.com\u002Fr\u002F1panel\u002Fmaxkb\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fdocker\u002Fpulls\u002F1panel\u002Fmaxkb?label=downloads\" alt=\"下载\">\u003C\u002Fa>\u003Cbr\u002F>\n [\u003Ca href=\"\u002FREADME_CN.md\">中文 (简体)\u003C\u002Fa>] | [\u003Ca href=\"\u002FREADME.md\">英文\u003C\u002Fa>] \n\u003C\u002Fp>\n\u003Chr\u002F>\n\nMaxKB = Max Knowledge Brain（最大知识大脑），它是一个用于构建企业级智能体的开源平台。MaxKB 集成了检索增强生成（RAG）管道，支持强大的工作流，并提供先进的 MCP（模型上下文协议）工具使用能力。MaxKB 广泛应用于智能客服、企业内部知识库、学术研究和教育等场景。\n\n- **RAG 管道**：支持直接上传文档\u002F自动爬取在线文档，具备自动文本分割、向量化等功能。这有效减少了大模型的幻觉问题，提供更优质的智能问答交互体验。\n- **智能体工作流**：配备强大的工作流引擎、函数库和 MCP 工具使用功能，实现 AI 流程的编排，满足复杂业务场景的需求。\n- **无缝集成**：促进零代码快速集成到第三方业务系统中，迅速为现有系统配备智能问答能力，提升用户满意度。\n- **模型无关性**：支持多种大模型，包括私有模型（如 DeepSeek, Llama, Qwen 等）和公共模型（如 OpenAI, Claude, Gemini 等）。\n- **多模态**：原生支持文本、图像、音频和视频的输入与输出。\n\n## 快速开始\n\n执行以下脚本以使用 Docker 启动 MaxKB 容器：\n\n```bash\ndocker run -d --name=maxkb --restart=always -p 8080:8080 -v ~\u002F.maxkb:\u002Fopt\u002Fmaxkb 1panel\u002Fmaxkb\n```\n\n通过默认管理员凭据访问 MaxKB Web 界面 `http:\u002F\u002Fyour_server_ip:8080`：\n\n- 用户名：admin\n- 密码：MaxKB@123..\n\n中国用户如遇到 Docker 镜像 Pull 失败问题，请参照该 [离线安装文档](https:\u002F\u002Fmaxkb.cn\u002Fdocs\u002Fv2\u002Finstallation\u002Foffline_installtion\u002F) 进行安装。\n\n## 截图\n\n\u003Ctable style=\"border-collapse: collapse; border: 1px solid black;\">\n  \u003Ctr>\n    \u003Ctd style=\"padding: 5px;background-color:#fff;\">\u003Cimg src= \"https:\u002F\u002Fgithub.com\u002Fuser-attachments\u002Fassets\u002Feb285512-a66a-4752-8941-c65ed1592238\" alt=\"MaxKB 演示 1\"   \u002F>\u003C\u002Ftd>\n    \u003Ctd style=\"padding: 5px;background-color:#fff;\">\u003Cimg src= \"https:\u002F\u002Fgithub.com\u002Fuser-attachments\u002Fassets\u002Ff732f1f5-472c-4fd2-93c1-a277eda83d04\" alt=\"MaxKB 演示 2\"   \u002F>\u003C\u002Ftd>\n  \u003C\u002Ftr>\n  \u003Ctr>\n    \u003Ctd style=\"padding: 5px;background-color:#fff;\">\u003Cimg src= \"https:\u002F\u002Fgithub.com\u002Fuser-attachments\u002Fassets\u002Fc927474a-9a23-4830-822f-5db26025c9b2\" alt=\"MaxKB 演示 3\"   \u002F>\u003C\u002Ftd>\n    \u003Ctd style=\"padding: 5px;background-color:#fff;\">\u003Cimg src= \"https:\u002F\u002Fgithub.com\u002Fuser-attachments\u002Fassets\u002Fe6268996-a46d-4e58-9f30-31139df78ad2\" alt=\"MaxKB 演示 4\"   \u002F>\u003C\u002Ftd>\n  \u003C\u002Ftr>\n\u003C\u002Ftable>\n\n## 技术栈\n\n- 前端：[Vue.js](https:\u002F\u002Fvuejs.org\u002F)\n- 后端：[Python \u002F Django](https:\u002F\u002Fwww.djangoproject.com\u002F)\n- 大语言模型框架：[LangChain](https:\u002F\u002Fwww.langchain.com\u002F)\n- 数据库：[PostgreSQL + pgvector](https:\u002F\u002Fwww.postgresql.org\u002F)\n\n## Star 历史\n\n[![Star History Chart](https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002F1Panel-dev_MaxKB_readme_f2ce4d54a9d9.png)](https:\u002F\u002Fstar-history.com\u002F#1Panel-dev\u002FMaxKB&Date)\n\n## 许可证\n\n本软件依据 GNU 通用公共许可证第 3 版（GPLv3）（“许可证”）授权；除非符合许可证，否则不得使用此文件。您可以从以下地址获取许可证副本：\n\n\u003Chttps:\u002F\u002Fwww.gnu.org\u002Flicenses\u002Fgpl-3.0.html>\n\n除非适用法律要求或书面同意，根据许可证分发的软件按“原样”分发，不提供任何明示或暗示的保证或条件。有关特定语言下的权限和限制的详细信息，请参阅许可证。","# MaxKB 快速上手指南\n\nMaxKB 是一款强大的开源企业级智能体平台，支持构建基于 RAG（检索增强生成）的智能问答系统。它具备工作流编排、多模态输入输出及模型无关性等特点，适用于智能客服、企业内部知识库等场景。\n\n## 环境准备\n\n在开始之前，请确保您的服务器满足以下基础要求：\n\n- **操作系统**：Linux \u002F macOS \u002F Windows (WSL)\n- **核心依赖**：已安装并运行 Docker 引擎\n- **网络环境**：能够访问公网以拉取镜像（国内用户如遇拉取失败请参考下方说明）\n- **端口占用**：确保本地或服务器 **8080** 端口未被占用\n- **存储空间**：建议预留足够空间用于存储向量数据库及文档数据（默认挂载至 `~\u002F.maxkb`）\n\n## 安装步骤\n\n推荐使用 Docker 一键部署 MaxKB。请在终端执行以下命令启动容器：\n\n```bash\ndocker run -d --name=maxkb --restart=always -p 8080:8080 -v ~\u002F.maxkb:\u002Fopt\u002Fmaxkb 1panel\u002Fmaxkb\n```\n\n> **注意**：中国用户如遇到 Docker 镜像 Pull 失败问题，请参照官方提供的 [离线安装文档](https:\u002F\u002Fmaxkb.cn\u002Fdocs\u002Fv2\u002Finstallation\u002Foffline_installtion\u002F) 进行安装。\n\n## 基本使用\n\n安装完成后，即可通过浏览器访问并使用 MaxKB。\n\n1.  **访问界面**\n    在浏览器中打开地址：\n    ```text\n    http:\u002F\u002Fyour_server_ip:8080\n    ```\n    *(请将 `your_server_ip` 替换为实际服务器 IP)*\n\n2.  **登录系统**\n    使用默认管理员账号登录：\n    - **用户名**：`admin`\n    - **密码**：`MaxKB@123..`\n\n3.  **创建智能体**\n    登录后，您可以在后台上传文档（支持直接上传或自动爬取），配置 RAG 流程，并选择您偏好的大模型（支持私有化模型如 DeepSeek、Qwen，以及公有云模型如 OpenAI、Claude 等）来构建专属的智能助手。","某中型科技公司的 HR 部门正面临海量员工咨询压力，日常需处理数百条关于考勤、福利及内部 IT 规范的查询请求。\n\n### 没有 MaxKB 时\n- 员工查阅分散在网盘的 PDF 手册耗时费力，经常找不到最新版本的政策文件。\n- HR 专员每日花费 3 小时以上重复解答基础问题，严重挤占核心工作精力。\n- 知识库更新依赖人工通知，旧版制度仍在流传，易引发劳动合规风险。\n- 缺乏统一智能入口，无法嵌入企业微信或钉钉，员工交互体验割裂且低效。\n\n### 使用 MaxKB 后\n- MaxKB 利用 RAG 技术自动解析上传文档，建立向量索引，实现秒级精准问答。\n- 智能体自动承接 80% 常规咨询，释放 HR 精力专注于员工关系建设与复杂个案。\n- 支持私有化部署大模型，确保敏感人事数据不出内网，同时实时更新知识库。\n- 零代码快速集成至办公 IM 系统，员工无需跳转即可在聊天窗口直接获取服务。\n\nMaxKB 通过自动化知识问答与系统集成，将被动响应转变为主动智能服务，大幅降低沟通成本并保障信息准确性。","https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002F1Panel-dev_MaxKB_6c5cc23a.png","1Panel-dev","https:\u002F\u002Foss.gittoolsai.com\u002Favatars\u002F1Panel-dev_b16c9f39.jpg","The official home of  1Panel & MaxKB & Cordys CRM.",null,"https:\u002F\u002Fgithub.com\u002F1Panel-dev",[81,85,89,93,97,101,105,108,112],{"name":82,"color":83,"percentage":84},"Python","#3572A5",44.3,{"name":86,"color":87,"percentage":88},"Vue","#41b883",36.7,{"name":90,"color":91,"percentage":92},"TypeScript","#3178c6",17.9,{"name":94,"color":95,"percentage":96},"SCSS","#c6538c",0.4,{"name":98,"color":99,"percentage":100},"C","#555555",0.3,{"name":102,"color":103,"percentage":104},"HTML","#e34c26",0.2,{"name":106,"color":107,"percentage":104},"JavaScript","#f1e05a",{"name":109,"color":110,"percentage":111},"Shell","#89e051",0,{"name":113,"color":114,"percentage":111},"Dockerfile","#384d54",20644,2742,"2026-04-05T08:41:47","GPL-3.0","未说明",{"notes":121,"python":119,"dependencies":122},"基于 Docker 容器化部署；默认管理员账号 admin，密码 MaxKB@123..；支持多种大模型（私有\u002F公有）及多模态交互；国内用户若镜像拉取失败请参考离线安装文档。",[123,124,125,126,127],"Vue.js","Django","LangChain","PostgreSQL","pgvector",[13,15,26],[130,131,132,133,134,135,127,136,137,138,139,140,141,142],"llm","ollama","maxkb","knowledgebase","chatbot","langchain","rag","deepseek-r1","llama3","mcp-server","qwen3","agent","agentic-ai",55,"2026-03-27T02:49:30.150509","2026-04-06T05:19:23.164803",[147,152,156,161,165,170],{"id":148,"question_zh":149,"answer_zh":150,"source_url":151},1408,"MaxKB 支持对接哪些私有模型供应商？","目前对接私有模型仅支持 Ollama、vLLM 和 Xinference。请在添加模型时选择相应的供应商类型，不要尝试使用 OpenAI 插件接口直接对接不支持的私有模型，否则会出现 model not found 等错误。","https:\u002F\u002Fgithub.com\u002F1Panel-dev\u002FMaxKB\u002Fissues\u002F4175",{"id":153,"question_zh":154,"answer_zh":155,"source_url":151},1409,"如何使用 GPUStack 部署的 rerank 模型进行对接？","GPUStack 的 rerank API 接口是 Jina 兼容的，而 vLLM 也支持 Jina 兼容模式。建议使用 vLLM 的方式对接 GPUStack 的 rerank 模型，而不是直接使用 OpenAI 插件接口（因为 OpenAI 未提供 reranker 类型）。局域网 IP 对接时请注意路径配置。",{"id":157,"question_zh":158,"answer_zh":159,"source_url":160},1410,"内网离线环境下添加本地向量模型报错（KeyError\u002FConnection Timed Out）怎么办？","如果是内网离线环境遇到 tiktoken 自动映射错误或连接超时，请先参考社区博客自行解决：https:\u002F\u002Fblog.csdn.net\u002Fbaidu_25691461\u002Farticle\u002Fdetails\u002F144886860。此外，需确认 MaxKB 是否部署在内网且能连接外网，部分依赖包可能需要特殊处理。","https:\u002F\u002Fgithub.com\u002F1Panel-dev\u002FMaxKB\u002Fissues\u002F3228",{"id":162,"question_zh":163,"answer_zh":164,"source_url":160},1411,"为什么某些本地向量模型在 vLLM 接口无法添加但在 OpenAI 接口可以？","这通常与模型编码器的兼容性有关。例如 Qwen3-Embedding-4B 在某些情况下 tiktoken 无法自动映射。如果遇到此类问题，可以尝试切换为 OpenAI 接口格式添加模型，部分模型在 OpenAI 接口下能成功添加而在 vLLM 接口下失败。",{"id":166,"question_zh":167,"answer_zh":168,"source_url":169},1412,"知识库搜索结果中来源显示异常或不匹配如何解决？","这是一个已知 Bug。当两个知识库索引节点链接且源状态不一致时可能出现文档匹配但显示未匹配的情况。解决方案是更新到最新版本（如 v2.0.1+），更新后刷新页面即可正确显示来源信息。","https:\u002F\u002Fgithub.com\u002F1Panel-dev\u002FMaxKB\u002Fissues\u002F3658",{"id":171,"question_zh":172,"answer_zh":173,"source_url":174},1413,"问答结束后“停止回答”按钮一直存在且知识来源显示延迟怎么办？","这是使用 OpenAI 接口格式模型时的常见问题。回答完成后可能需要手动点击停止，或者等待几分钟才会自动停止并显示引用内容。目前暂无彻底修复方案，建议留意版本更新或暂时接受此延迟。","https:\u002F\u002Fgithub.com\u002F1Panel-dev\u002FMaxKB\u002Fissues\u002F1914",[176,181,186,191,196,201,206,211,216,221,226,231,236,241,246,251,256,261,266,271],{"id":177,"version":178,"summary_zh":179,"released_at":180},100903,"v2.7.1","# Bug Fixes\r\n- **Models**: Fixed the error that occurred when using Embedding models from the Ollama provider;\r\n- **Installation & Deployment**: Fixed the upgrade error caused by incompatible dependency package versions on some older machines;\r\n- **Agent**: Fixed the issue where the style of tool call data was not displayed in execution details.","2026-03-20T08:32:11",{"id":182,"version":183,"summary_zh":184,"released_at":185},100904,"v1.10.13-lts","# Bug Fixes\r\n- **Models**: Fixed the error when adding the image generation model of Douban (Doubao);\r\n- **Applications**: Fixed the issue where the service restarted when exporting conversation logs due to a large volume of conversation log data;\r\n- **Applications**: Fixed the issue where conversation records could not be exported when there was abnormal content in conversation logs;\r\n- **Applications**: Fixed the issue where the judge node could not handle multiple conditions;\r\n- **Login**: Fixed the login failure issue when the username contained Chinese characters (#4232);\r\n- **Internationalization**: Fixed the incorrect description when adding the vision model of Xorbits Inference under Traditional Chinese\u002FSimplified Chinese language settings.","2026-03-23T07:13:25",{"id":187,"version":188,"summary_zh":189,"released_at":190},100905,"v2.7.0","## New Features\r\n- **Tools**: Added Skills management capability to tools（#4682）;\r\n- **Agent**: Supported agents to call Skills autonomously（#4682）;\r\n- **Q&A Page**: Supported sharing conversation records on the Q&A page;\r\n- **Knowledge Base**: Supported directly adding\u002Fremoving document tags from the tag dimension;\r\n- **Login Authentication (X-Pack)**: Supported configuring the allowed login methods for system users.\r\n\r\n## Feature Optimizations\r\n- **Agent**: Added the function to search\u002Flocate nodes on the workflow orchestration page of advanced agents;\r\n- **Agent**: Added support for searching models in the model selection drop-down box (#4769);\r\n- **Agent**: When hovering the mouse over resources in the dialog boxes for selecting knowledge bases, tools, and agents, more information about the resources can be displayed (#4657);\r\n- **Agent**: Added support for the \"Not Equal To\" option for conditions in the judge node of advanced agents (#4885);\r\n- **Knowledge Base**: Added a \"Tags\" column to the document list (displayed), and supported adding tags to documents in this column (#4616);\r\n- **Q&A Page**: Optimized the UI style of tool calls;\r\n- **Triggers**: Added support for setting scheduled triggers via Cron expressions (#4820);\r\n- **Models**: Added support for image generation models from the Gemini provider (#4492);\r\n- **Models**: Added support for vision models from the Silicon Flow (Guiji Liudong) provider (#4789).\r\n\r\n## Bug Fixes\r\n- **Knowledge Base**: Fixed the issue where documents were not exported in segmentation order when exporting (#4818);\r\n- **Agent (X-Pack)**: Fixed the issue where output content was not formatted with Markdown during conversations in the Lark client;\r\n- **Agent**: Fixed the issue where the pop-up window was not fully displayed when users gave thumbs-up\u002Fdown feedback after AI reply content, when embedded in third-party platforms with full-screen embedding selected;\r\n- **Agent**: Fixed the issue where AI nodes were displayed as completed in execution details even though they were not fully executed (#4845);\r\n- **Agent**: Fixed the issue where conversations could still be conducted when calling the same application using API Keys of different applications (#4854);\r\n- **Agent**: Fixed the issue where the question optimization node did not take effect (#4874);\r\n- **Agent**: Fixed the issue where the AI model and associated knowledge base in settings were cleared after moving files in simple agents (#4890);\r\n- **Q&A Page**: Fixed the incorrect style display when form collection content existed during conversations;\r\n- **Q&A Page**: Fixed the issue where conversation content was not internationalized when users gave thumbs-up\u002Fdown feedback after AI reply content;\r\n- **Q&A Page (X-Pack)**: Fixed the issue where conversation users created by third parties could not modify their passwords after logging into the application via account login;\r\n- **Models**: Fixed the error when adding image generation models from the Volcano Engine provider.","2026-03-19T04:00:23",{"id":192,"version":193,"summary_zh":194,"released_at":195},100906,"v2.6.1","# Bug Fixes\r\n- **Agent**: Fixed the issue where tool execution failed under certain circumstances in the agent workflow; #4790\r\n- **Agent**: Fixed the issue of incorrect acquisition of historical records in AI Conversation nodes when parallel nodes existed in the agent workflow; #4778\r\n- **Agent**: Fixed the front-end error caused by excessively large data streams returned by the back-end when the AI responded to questions;\r\n- **Knowledge Base**: Fixed the issue where segmentation markers (blank lines and carriage returns) did not take effect after selecting intelligent segmentation for document uploads; #4791.","2026-02-10T07:40:57",{"id":197,"version":198,"summary_zh":199,"released_at":200},100907,"v2.6.0","## New Features\r\n- **Agent**: Added trigger activation capability;\r\n- **Agent (X-Pack)**: Supported setting validity period for Agent API Keys;\r\n- **Agent**: Added **IP Address** and **Source** attributes to the conversation log list;\r\n- **Agent**: Supported setting independent cleanup policies for uploaded files in conversation logs;\r\n- **Tools**: Added trigger activation capability;\r\n- **Tools**: Added the function to view execution records;\r\n- **Shared Tools (X-Pack)**: Added the function to view execution records;\r\n- **Triggers**: Added trigger management function for the workspace administrator role;\r\n- **Knowledge Base**: General Knowledge Base, Web Site Knowledge Base, and Lark Knowledge Base all support direct conversion to Workflow Knowledge Base;\r\n- **Knowledge Base**: Added support for batch exporting documents in the document list;\r\n- **System Management (X-Pack)**: Supported setting validity period for system API Keys.\r\n\r\n## Feature Optimizations\r\n- **Agent**: Adjusted the position of the **Go to Conversation** button to the Agent panel;\r\n- **Agent**: Added a **Current Moment** setting for the default value of date-type parameters entered by users; after setting, the parameter dynamically obtains the current time on the Q&A page;\r\n- **Models**: Added support for entering the **API URL** parameter for video models and speech recognition models of Alibaba Cloud BaiLian;\r\n- **Models**: Vector models of the Volcano Engine provider support docking with multimodal vector models;\r\n- **Models**: Speech recognition models of the Volcano Engine provider support the docking method of speech recognition for audio files;\r\n- **Models**: Added support for setting the **Response Type** parameter (e.g., `response_format=b64_json`) in the model parameters of image generation models of the OpenAI provider; #4538\r\n- **System**: Optimized internationalized copy and partial UI interfaces.\r\n\r\n## Bug Fixes\r\n- **Agent**: Fixed the issue where the **Referenced Segment Count** and **Segment Title + Content** fields were missing when exporting conversation logs;\r\n- **Agent**: Fixed the issue where the calling process was not displayed if a tool in skills had no input parameters when the AI model called the tool;\r\n- **Agent**: Fixed the issue of disordered AI reply content when a sub-agent in a loop body also had a loop node (#4654);\r\n- **Agent**: Fixed the issue where AI reply content did not automatically scroll to the bottom during Agent debugging (#4660);\r\n- **Login Authentication (X-Pack)**: Fixed the issue where the number of failed login attempts for displaying captcha could not be set to 0;\r\n- **Models**: Fixed the issue where the slm speech recognition model of iFlytek Spark could not convert speech to text;\r\n- **Models**: Fixed the error when editing the iat model of iFlytek Spark;\r\n- **Folders**: Fixed the issue where users with only folder view permissions could still create subfolders (#4688).","2026-02-05T08:11:34",{"id":202,"version":203,"summary_zh":204,"released_at":205},100908,"v2.5.0","## New Features\r\n- **Agent**: Upgraded the \"Application\" module to the \"Agent\" module;\r\n- **Agent**: Added automatic agent calling function to simple agents, and merged tools, MCP, and agents into the \"Skills\" function;\r\n- **Agent**: Added automatic agent calling function to AI Conversation nodes in advanced agents, and merged tools, MCP, and agents into the \"Skills\" function;\r\n- **Agent**: Supported creating agents via templates in the Template Center;\r\n- **Agent**: Added exception branch output to all AI capability nodes in advanced agents to enhance process fault tolerance;\r\n- **Agent**: Supported displaying feedback information filled by users in conversation log details;\r\n- **Agent**: The user input parameter component in the Basic Information node supports multi-line text boxes, single-line tab components, and single-line multi-select tab components;\r\n- **Agent**: Input parameters in custom tool nodes support boolean type;\r\n- **Q&A Page**: Supported users to fill in feedback information when submitting feedback;\r\n- **Knowledge Base**: Supported canceling the document import process in workflow knowledge bases;\r\n- **Knowledge Base**: Added workflow import\u002Fexport function to workflow knowledge bases;\r\n- **Knowledge Base**: Supported viewing associated resources;\r\n- **Tools**: Supported viewing associated resources;\r\n- **Tools**: Added JSON text box and slider components to the component types in parameter dialogs;\r\n- **Folders**: Supported sorting by name, creation time, and custom drag-and-drop order;\r\n- **Models**: Supported viewing associated resources;\r\n- **Login Authentication (X-Pack)**: Added default role assignment function for third-party users in login settings;\r\n- **Login Authentication (X-Pack)**: Added account lockout function after failed login attempts in login settings;\r\n- **User Management**: Supported setting default resource permissions when creating users;\r\n- **User Management (X-Pack)**: Supported batch role assignment and batch user deletion.\r\n\r\n## Feature Optimizations\r\n- **Agent**: Added conversation user group `{{global.chat_user_group}}` to the start node in advanced agents;\r\n- **Knowledge Base**: Optimized the hit test interface to use POST requests;\r\n- **Folders**: Supported authorizing folders by user roles;\r\n- **API Key**: Optimized system API Keys to be isolated by user;\r\n- **Q&A Page**: Removed the limit of only viewing 20 historical chat records;\r\n- **Q&A Page**: Supported editing and re-submitting the last question;\r\n- **Q&A Page (X-Pack)**: Supported logout function for third-party conversation users after logging into the Q&A page;\r\n- **System**: Optimized the system UI interface.\r\n\r\n## Bug Fixes\r\n- **Security Vulnerability**: Fixed the XSS vulnerability caused by file uploads;\r\n- **Security Vulnerability**: Fixed the issue where Python code in the tool module loaded dynamic link libraries to bypass security restrictions;\r\n- **Security Vulnerability**: Fixed the potential RCE issue caused by deserializing untrusted objects via pickle in Celery;\r\n- **Tools**: Fixed the false interception of emails sent via the SMTP protocol;\r\n- **Agent**: Fixed the issue where the scroll bar of the tool drop-down box in MCP nodes could not scroll;\r\n- **Agent**: Fixed the style issue where execution details of MCP call and tool nodes exceeded the screen;\r\n- **Agent**: Fixed the issue where child agents could not receive video files from parent agents (#4568);\r\n- **Knowledge Base**: Fixed the style issue where video components in segmentation details exceeded the segmentation detail area (#4542);\r\n- **Knowledge Base**: Fixed the issue where all videos automatically played when opening the segmentation details page.","2026-01-08T07:55:06",{"id":207,"version":208,"summary_zh":209,"released_at":210},100909,"v2.4.2","# Bug Fixes\r\n- **Applications**: Fixed the incorrect jump path of the **Go to Conversation** button on the workflow orchestration page when the system's secondary path has been modified;\r\n- **Applications**: Fixed the issue where the reference variable selection could not be canceled for tool nodes in advanced orchestration applications;\r\n- **Applications**: Fixed the issue where the workflow did not terminate when a node inside the loop body threw an error;\r\n- **Applications**: Fixed the inconsistency between the node order in the add component dialog and the node order in the loop body;\r\n- **Applications (X-Pack)**: Fixed the redirection issue on the WeChat Work QR code login page for conversation users;\r\n- **Knowledge Base**: Fixed the issue where the previous page state was not retained when returning to the document list page from the document segmentation details page;\r\n- **Knowledge Base**: Fixed the parsing failure issue of global variables entered in the specified reply node of the workflow knowledge base;\r\n- **Knowledge Base**: Removed the historical chat record function from the Image Understanding, Video Understanding, and AI Conversation nodes in the workflow knowledge base;\r\n- **Knowledge Base**: Fixed the issue where newly created vector models were not displayed in the vector model list when creating them in the knowledge base creation interface;\r\n- **Resource List**: Fixed the incorrect display of the resource list when moving resources to folders in the root directory of applications\u002Fknowledge bases\u002Ftools;\r\n- **Tools**: Fixed the issue where data source tools lacked parameters set during debugging;\r\n- **Tools**: Fixed the issue where IPv6-mapped IPv4 addresses were not intercepted;\r\n- **API Documentation**: Fixed the incorrect parameter type of the document segmentation interface.","2025-12-18T09:06:51",{"id":212,"version":213,"summary_zh":214,"released_at":215},100910,"v2.4.1","## Bug Fixes\r\n\r\n- **Applications**: Fixed the issue where the \"Submit\" button could not be clicked when the form collection node was executed;\r\n- **Applications**: Fixed the issue of incorrect retrieval results when the tag value of the document tag retrieval node was None;\r\n- **Applications**: Fixed the issue where Input parameters were incompletely output when the AI model called MCP;\r\n- **Knowledge Base**: Fixed the execution error of image understanding in the knowledge base workflow;\r\n- **Knowledge Base**: Fixed the issue where zip files containing images could not be written to the knowledge base when uploaded;\r\n- **Knowledge Base**: Fixed the issue where custom input file formats in local files of data source nodes were case-sensitive;\r\n- **Tools**: Fixed the issue of abnormal console errors in the tool editor under certain circumstances;\r\n- **Models**: Fixed the cache_dir error that occurred when adding a local reranking model.","2025-12-12T11:28:49",{"id":217,"version":218,"summary_zh":219,"released_at":220},100911,"v2.4.0","## Security Vulnerability Fixes\r\n\r\n- Fixed the permission bypass issue caused by system file overwriting (CVE-2025-66446);\r\n- Fixed the permission bypass issue caused under specific concurrent conditions (CVE-2025-66419).\r\n\r\n**Special thanks to GitHub users @yck99, @NikoCat233, and @Threonine for discovering and promptly reporting the above vulnerabilities to the MaxKB open-source community!**\r\n\r\n## New Features\r\n\r\n- **Knowledge Base**: Added workflow knowledge base;\r\n- **Tools**: Added data source tools;\r\n- **Tools**: Tools in the Tool Store support two types: \"Tool\" and \"Data Source\";\r\n- **Models**: AWS provider added support for vision models and reranking models;\r\n- **Models**: Vision models of OpenAI, Ollama, vLLM, Xinference, and Zhipu AI providers support video understanding functionality;\r\n- **Models**: Added support for large language models, vector models, and reranking models from the Docker AI provider;\r\n- **Applications**: Added \"URL Address\" as an upload method in the file upload settings;\r\n- **Applications**: Added ranking statistics for \"User Consumed Tokens\" and \"User Question Count\" to the monitoring statistics on the overview page;\r\n- **Resource Authorization**: Supported filtering users by role when authorizing applications, knowledge bases, tools, and models to users by resource;\r\n- **Login Authentication (X-Pack)**: Added SAML2 login authentication method.\r\n\r\n## Feature Optimizations\r\n\r\n- **Applications**: The generated prompts of AI conversation nodes in advanced applications no longer carry application names and description information;\r\n- **Applications**: Supported outputting request parameters when AI models call MCP tools;\r\n- **Applications**: Supported using shortcut keys to copy nodes into loop bodies in advanced orchestration;\r\n- **Tools**: Supported importing three types of resources: tools, MCPs, and data sources;\r\n- **Tools**: Adjusted the Tool Store entry to the tool list;\r\n- **Tools**: Removed system built-in tools and moved them to the Tool Store.\r\n\r\n## Bug Fixes\r\n\r\n- **Q&A Page**: Fixed the issue where retrieval results of knowledge base retrieval nodes in loop bodies were not displayed in knowledge sources;\r\n- **Applications**: Fixed the incorrect display of execution time for loop nodes in execution details;\r\n- **Applications**: Fixed the incorrect retrieval results when the variable value was empty in the document tag retrieval node;\r\n- **Knowledge Base**: Fixed the issue where the original document could not be opened after downloading it following replacement (#4397);\r\n- **Models**: Fixed the generation error of the qwen-image model from the Alibaba Cloud BaiLian provider (#4376);\r\n- **Models**: Fixed the error when adding the gpt-5-codex model from the Azure OpenAI provider;\r\n- **Models**: Fixed the incorrect setting of some parameters for vLLM models (#4403);\r\n- **Roles**: Fixed the issue where the \"About\" permission authorized to workspace administrators and ordinary users did not take effect;\r\n- **Conversation Users (X-Pack)**: Fixed the issue where non-essential information was displayed in the conversation user query interface;\r\n- **API Documentation (X-Pack)**: Revised several inaccurate descriptions in the API documentation.","2025-12-11T02:46:53",{"id":222,"version":223,"summary_zh":224,"released_at":225},100912,"v2.3.1","# Security Vulnerability Fixes\r\n- **Security Vulnerability**: Fixed the vulnerability where Python code in tools could access local services ([CVE-2025-64511](https:\u002F\u002Fgithub.com\u002F1Panel-dev\u002FMaxKB\u002Fsecurity\u002Fadvisories\u002FGHSA-9287-g7px-9rp4));\r\n- **Security Vulnerability**: Fixed the vulnerability where Python code in tools could obtain system configuration information ([CVE-2025-64703](https:\u002F\u002Fgithub.com\u002F1Panel-dev\u002FMaxKB\u002Fsecurity\u002Fadvisories\u002FGHSA-qwvm-x4xh-g2qq)).\r\n\r\nSpecial thanks to the XlabAI Team of Tencent Xuanwu Lab (@XlabAITeam) for discovering and promptly feeding back the above vulnerabilities to the MaxKB open-source community!\r\n\r\n# Feature Optimizations\r\n- **System**: Through code refactoring and architecture optimization, significantly reduced CPU and memory usage, comprehensively improving system resource utilization, stability, and concurrent processing capabilities;\r\n- **System**: Displayed the user's name in the upper right corner after the user logs in to the system (#4315);\r\n- **Applications**: Users authorized with \"View\" permission can access the \"Settings\" page of the application;\r\n- **Folders**: Folders in the application, knowledge base, and tool lists support movement and drag-and-drop movement;\r\n- **Folders**: Removed the hierarchical limit for folders in the application, knowledge base, and tool lists;\r\n- **User Management**: Adjusted the maximum length of usernames and full names to 64 characters;\r\n- **Conversation Users (X-Pack)**: Adjusted the maximum length of usernames and full names to 64 characters.\r\n\r\n# Bug Fixes\r\n- **Knowledge Base**: Fixed the occasional failure of document vectorization;\r\n- **Knowledge Base**: Fixed the issue where the association between segments and questions was not synchronously deleted when deleting a document;\r\n- **Applications**: Fixed the issue where multiple forms were repeatedly displayed in the conversation when there was a form collection node in the loop body (#4326);\r\n- **Applications**: Fixed the issue where the output content directly displayed the \"context\" abnormal information during the conversation when there was a form collection node in the loop body;\r\n- **Applications**: Fixed the issue where the output parameters of the loop node would become \"None\" when there was a form collection node in the loop body;\r\n- **Applications**: Fixed the issue where the last folder was not displayed when adding a tool node;\r\n- **Resource Authorization**: Fixed the issue where the folder would automatically collapse when authorizing resources under the folder;\r\n- **Q&A Page**: Fixed the issue where users could not log in via WeChat Work QR code on the Safari browser.","2025-11-13T05:53:53",{"id":227,"version":228,"summary_zh":229,"released_at":230},100913,"v2.3.0","## New Features\r\n- **Knowledge Base**: Added \"Tag Management\" function;\r\n- **Knowledge Base**: Added \"Tag Setting\" function for documents in the knowledge base;\r\n- **Knowledge Base**: Added \"Replace Original Document\" function for the general knowledge base;\r\n- **Applications**: Added \"Document Tag Retrieval\" node to Advanced Orchestration Applications;\r\n- **Applications**: Added \"Video Understanding\" node to Advanced Orchestration Applications;\r\n- **Applications**: Added \"Variable Splitting\" node to Advanced Orchestration Applications;\r\n- **Applications**: Added \"Variable Aggregation\" node to Advanced Orchestration Applications;\r\n- **Applications**: Added \"Parameter Extraction\" node to Advanced Orchestration Applications;\r\n- **Applications**: Added \"Video\" file type option to file upload settings;\r\n- **Applications**: Added \"startwith\" and \"endwith\" judgment conditions to the Judge node;\r\n- **Applications**: Added \"Historical Chat Records {history}\" parameter to the output parameters of the AI Conversation node;\r\n- **Applications**: Added two retrieval scope options (manual selection of knowledge base and variable reference) to the Knowledge Base Retrieval node;\r\n- **Resource Authorization**: Supported authorizing folder resources by user;\r\n- **Resource Authorization**: Supported folder-based resource authorization for applications, knowledge bases, and tools in the workspace;\r\n- **System Management (X-Pack)**: Added cleaning policies to operation logs to help administrators manage log data efficiently.\r\n\r\n\r\n## Feature Optimizations\r\n- **Applications (X-Pack)**: Supported password-free login for users after the application is connected to WeChat Work, Lark, or DingTalk;\r\n- **Applications**: Supported video file types for file uploads;\r\n- **Applications**: Added URL address setting support for the \"select file\" parameter of Image Understanding, Image-to-Video, and Video Understanding nodes;\r\n- **Applications**: Allowed Variable Assignment nodes to be used as end nodes;\r\n- **Applications**: Supported batch selection of nodes on the workflow orchestration page;\r\n- **Applications**: Added a description field to interface parameters;\r\n- **Applications**: Adjusted the maximum value of the \"Question Limit per Client\" option in \"Access Restrictions\" to 10 million times per day;\r\n- **Applications**: Added custom input support for multi-select box components in the Form Collection node;\r\n- **Applications**: Displayed all applications in the current workspace in the root directory and supported global search;\r\n- **Tools**: Displayed all tools in the current workspace in the root directory and supported global search;\r\n- **Tools**: Added variable parsing support for custom-type parameters;\r\n- **Knowledge Base**: Displayed all knowledge bases in the current workspace in the root directory and supported global search;\r\n- **Roles**: Adjusted the \"About\" permission to the ordinary user role;\r\n- **Models**: Added model parameter setting support for vector models.\r\n\r\n\r\n## Bug Fixes\r\n- **Applications**: Fixed the issue where tool nodes in the loop body were not exported when exporting the application;\r\n- **Applications**: Fixed the issue where nodes after the Form Collection node in the loop body could not output loop variables;\r\n- **Applications**: Fixed the issue where the content of the first parameter was cleared when modifying the content of the second parameter in the MCP Call node;\r\n- **Applications**: Fixed the issue where Tokens showed 0 during conversations when using the Zhipu large language model and enabling the tool function in the AI Conversation node;\r\n- **Applications (X-Pack)**: Fixed the issue where the history record setting option in display settings did not take effect (#4201);\r\n- **Q&A Page**: Fixed the issue where uploaded files were lost when clicking the \"Get Another Answer\" button after uploading files and asking questions on the Q&A page (#4180);\r\n- **Q&A Page**: Fixed the issue where conversation records were lost when adjusting the size of the conversation window while asking questions on the Q&A page (#4202).\r\n","2025-11-03T06:01:09",{"id":232,"version":233,"summary_zh":234,"released_at":235},100914,"v2.2.1","# Feature Optimizations\r\n- **Tools**: Added a \"Parameter Prompt Description\" field for input parameters;\r\n- **Tools**: For tools added from the Tool Store, clicking the panel allows opening the tool details;\r\n- **Models**: The visual models of the Alibaba Cloud BaiLian provider now support qwen-vl-ocr.\r\n\r\n\r\n# Bug Fixes\r\n- **Applications**: Fixed the abnormal display issue when dragging the MCP Call node while adding components; #4152\r\n- **Applications**: Fixed the issue where different branches of the judge could not connect to the same subsequent node; #4146\r\n- **Applications**: Fixed the issue where adding multiple loop nodes might cause extra independent loop bodies to appear; #4142\r\n- **Applications**: Fixed the incorrect display of the icon of the preceding node in the drop-down options of \"Select Variable\";\r\n- **Applications**: Fixed the error issue when using the condition of \"judging variable as empty\" in the judge;\r\n- **Applications**: Fixed the missing parameters when copying the knowledge base retrieval node after selecting a knowledge base for it;\r\n- **Tools**: Fixed the issue where tools in the Tool Store did not display descriptions;\r\n- **Tools**: Fixed the issue where clicking the \"Create\" button repeatedly when creating a tool would create multiple tools;\r\n- **System**: Fixed the incorrect internationalization of the prompt message for wrong verification codes;\r\n- **System**: Fixed the issue where built-in roles did not take effect after switching the language to English.","2025-10-11T03:07:09",{"id":237,"version":238,"summary_zh":239,"released_at":240},100915,"v2.2.0","# Release Notes for MaxKB v2.2.0 Community Edition  \r\nIn MaxKB v2.2.0 Community Edition, regarding **Applications**: Advanced Orchestration Applications have added Loop Nodes, Intent Recognition Nodes, Text-to-Video Nodes, and Image-to-Video Nodes. Simple Applications now support MCP and tool calling functions, and have newly added prompt generation capabilities. For **Tools**: MaxKB has launched a brand-new Tool Store, allowing users to select required tools directly without self-development. In terms of **Models**: MaxKB has added support for Text-to-Video and Image-to-Video models from Alibaba Cloud BaiLian and Volcano Engine.  \r\n\r\nFor the **X-Pack Enhancement Package**: MaxKB supports default login method settings, enabling administrators to customize the system’s default login channels (e.g., account-password login, third-party login, etc.) based on enterprise needs; it also newly supports setting to enable captcha verification after N failed login attempts.  \r\n\r\n\r\n## New Features  \r\n- **Tools**: Added Tool Store;  \r\n- **Applications**: Added Loop Node, Break Node, and Continue Node;  \r\n- **Applications**: Added Intent Recognition Node;  \r\n- **Applications**: Added Text-to-Video Node;  \r\n- **Applications**: Added Image-to-Video Node;  \r\n- **Applications**: Simple Applications now support MCP and tool calling functions;  \r\n- **Applications**: Added support for prompt generation;  \r\n- **Applications**: Added \"Output MCP\u002FTool Execution Process\" switch setting;  \r\n- **Applications**: Variable Assignment Nodes now support the bool data type when assigning values;  \r\n- **Applications**: MCP configuration information supports variable parsing;  \r\n- **Applications**: Conversation users support the setting to enable captcha verification after a specified number of failed account login attempts (X-Pack);  \r\n- **Knowledge Base**: Supports parameter settings for models that handle question generation tasks;  \r\n- **Models**: Alibaba Cloud BaiLian provider has added support for Text-to-Video and Image-to-Video models;  \r\n- **Models**: Volcano Engine provider has added support for Text-to-Video and Image-to-Video models;  \r\n- **Models**: Speech Recognition Models support model parameter settings;  \r\n- **Login**: Added default login method setting (X-Pack);  \r\n- **Login**: Added setting to enable captcha verification after a specified number of failed user login attempts (X-Pack);  \r\n- **Login**: Upgraded the login captcha to an authentication mechanism with user isolation functionality.  \r\n\r\n\r\n## Feature Optimizations  \r\n- **Q&A Page**: Added a \"Back to Bottom\" shortcut operation;  \r\n- **Knowledge Base**: The question list supports the \"Show 1000 Items\" option setting;  \r\n- **Applications**: Optimized the display style of \"Add Component\" for Advanced Orchestration Applications;  \r\n- **Applications**: Optimized the descriptions of system prompts and user prompts;  \r\n- **Resource Management**: Added support for filtering by type in the resource list filter options (X-Pack).  \r\n\r\n\r\n## Bug Fixes  \r\n- **Knowledge Base**: Fixed the issue where exporting a knowledge base would time out and report an error when the knowledge base contains a large amount of data (#3995);  \r\n- **Applications**: Fixed the issue where the thinking process was not returned when using the application API interface for conversations (#4084);  \r\n- **Applications**: Fixed the issue where the display order of login methods in Access Restrictions was not sorted by category (#4049);  \r\n- **Applications**: Fixed the issue where the \"Question Limit per Client\" option setting in Access Restrictions did not take effect (#4042);  \r\n- **Q&A Page**: Fixed the issue where the send button was not displayed on some browsers in the iOS system;  \r\n- **Q&A Page**: Fixed the issue where refreshing the browser on the Q&A page would open the application list page after setting the question interface parameters in the application settings (#4076);  \r\n- **Q&A Page**: Fixed the issue where the font style of the thinking process was incorrect (#2792);  \r\n- **Models**: Fixed the issue where the parameter settings for the speech synthesis model from the Silicon Flow provider did not take effect.","2025-09-30T00:34:30",{"id":242,"version":243,"summary_zh":244,"released_at":245},100916,"v1.10.11-lts","## New Features\r\n- **Login**: Optimized the login system to encrypt user passwords.\r\n\r\n## Bug Fixes\r\n- **Q&A Page**: Fixed the issue where AI responses would throw errors when users ask questions after incomplete file uploads.\r\n- **Applications**: Fixed the issue where the asker's questions were not displayed in the application's conversation logs when asking questions in the floating dialog box.\r\n- **Applications**: Fixed the issue of incorrect styling for thinking processes.\r\n- **Applications**: Fixed the issue where users without application permissions could still view application conversation records through API interfaces.\r\n- **Applications**: Fixed the occasional issue of database connection closure during conversations.\r\n- **API Documentation**: Fixed several display issues in the API documentation.","2025-09-25T06:04:17",{"id":247,"version":248,"summary_zh":249,"released_at":250},100917,"v2.1.2","## Bug Fixes\r\n- Applications: Fixed the issue where newly created \"MCP Call\" nodes would throw errors during execution.\r\n- Knowledge Base: Fixed the problem where the \"Maximum number of files per upload\" setting in knowledge base settings did not take effect.","2025-09-23T05:42:48",{"id":252,"version":253,"summary_zh":254,"released_at":255},100918,"v2.1.1","## Enhancements\r\n- Application: The MCP settings function of the AI Conversation Node now supports selecting multiple MCP tools.\r\n##  Bug Fixes\r\n- Tools: Fixed the vulnerability that allowed arbitrary system commands to be executed via tool operation;\r\n- Tools: Fixed the abnormal style display issue on the MCP editing page;\r\n- Application: Fixed the issue where multiple session variables could not be added in the Basic Information Node;\r\n- Application: Fixed the incorrect time zone issue of the global variable \"Current Time\";\r\n- Application: Fixed the issue where pressing the Enter key in the user input title setting dialog would open a new web page;\r\n- Knowledge Base: Fixed the issue where images in the knowledge base were not exported when exporting the knowledge base;\r\n- Knowledge Base: Fixed the issue where the file name of the exported knowledge base did not match the name of the knowledge base itself;\r\n- Role Management (X-Pack): Fixed the incorrect internationalization display issue of the Role Management function.","2025-09-11T03:02:13",{"id":257,"version":258,"summary_zh":259,"released_at":260},100919,"v2.1.0","# Release Notes\r\n\r\n## New Features\r\n- **Tools**: Added the MCP tool management function.\r\n- **Applications**: Added tool settings for AI conversation nodes; after users select a custom tool, the model can independently decide whether to call the configured tool.\r\n- **Applications**: Parameters of form collection nodes now support variable reference.\r\n- **Applications**: Added multi-line text boxes, file upload, and single-line multi-select box components to form collection nodes.\r\n- **Applications (X-Pack)**: Application access now supports connection to WeChat Work intelligent robots, enabling users to achieve efficient linkage between AI capabilities and the WeChat Work office ecosystem.\r\n- **Applications (X-Pack)**: Added the \"Show History Records\" option in display settings.\r\n- **Q&A Page**: Supported exporting current conversation records as PDF and PNG image formats on the Q&A page.\r\n- **Knowledge Base**: Added the \"Allow Download in Knowledge Sources\" setting option for documents in the general knowledge base and Lark knowledge base.\r\n- **Resource Authorization**: Added resource-level authorization function, supporting the authorization of core resources such as applications, knowledge bases, tools, and models to specified users.\r\n- **Resource Authorization**: When authorizing resources by user in system management, different permissions can be set for each resource.\r\n- **Models**: Added support for reranking models and speech recognition models to the vLLM provider.\r\n- **Models**: Added support for speech recognition models to the Tencent Hunyuan provider.\r\n- **Models**: Added support for Chinese speech large models to the speech recognition models of the iFlytek Spark provider.\r\n- **Models**: Added support for qwen-omni-turbo, qwen2.5-omni-7b, and ASR models to the speech recognition models of the Alibaba Cloud BaiLian provider.\r\n- **Models**: Added support for the API Version V2 connection method to the Baidu Qianfan Large Model provider.\r\n\r\n## Enhancements\r\n- **Applications**: Added the function of querying by user in the conversation log list.\r\n- **Applications (X-Pack)**: After an application is connected to Lark, AI response content is displayed in Markdown format.\r\n- **Q&A Page**: Automatically creates a new conversation by default when entering the Q&A page.\r\n- **Q&A Page**: Optimized the issue where a default question is automatically generated when uploading files or images.\r\n- **Tools**: Added a secondary confirmation prompt when clicking the \"Close\" or \"Cancel\" button while creating or editing a tool.\r\n- **Login**: Users must change their default password before continuing to use the system after logging in with it.\r\n\r\n## Bug Fixes\r\n- **Applications**: Fixed the issue where MCP nodes in advanced orchestration applications were not internationalized.\r\n- **Applications**: Fixed the issue where session variables could not be read when used after form collection nodes.\r\n- **Q&A Page (X-Pack)**: Fixed the issue where the custom application Logo was not displayed in the browser tab.\r\n- **Q&A Page (X-Pack)**: Fixed the issue where existing authentication information remained valid when switching the application's identity authentication method in the \"Access Restriction\" function.\r\n- **Q&A Page**: Fixed the issue where the content display style was messed up when clicking the \"Collapse\" button in the left navigation area.\r\n- **Q&A Page**: Fixed the issue where a \"missing parameter\" prompt appeared when a conversation user asked a question after re-logging in.\r\n- **Q&A Page**: Fixed the issue where conversation records were not displayed in the conversation record area when loading historical record data.\r\n- **Q&A Page**: Fixed the issue where uploading an empty file caused extraction errors.\r\n- **Q&A Page**: Fixed the issue where tags were displayed abnormally when the content of quick questions was too long.\r\n- **Knowledge Base**: Fixed the issue where the input box on the hit test interface was displayed incompletely when the system had no License authorization.\r\n- **Knowledge Base**: Fixed the issue where there was no secondary confirmation when clicking the \"Back\" button during document upload to the knowledge base.\r\n- **Knowledge Base**: Fixed the issue where search results were incorrect when searching by segment content in the knowledge base segment details.\r\n- **Knowledge Base**: Fixed the issue where the same segment could be associated with the same question multiple times.\r\n- **Knowledge Base**: Fixed the issue where the \"Number of Associated Segments\" count was incorrect in the question list.\r\n- **Models**: Fixed the issue where models in the \"All Models\" list were not displayed in descending order of creation time.\r\n- **Resource Authorization**: Fixed the issue where users with only knowledge base view permission could add segments in conversation logs.\r\n- **Folders**: Fixed the issue where clicking the \"Back\" button in the resource details of applications and knowledge bases alway","2025-09-04T02:41:26",{"id":262,"version":263,"summary_zh":264,"released_at":265},100920,"v1.10.10-lts","## New features\r\n\r\n- Knowledge Base: Improved knowledge base search performance for complex scenarios with large amounts of data.\r\n- Q&A Page: Users can directly submit files or images to ask questions.\r\n\r\n## Bug Fixes\r\n\r\n- Knowledge Base: Fixed an issue where links in web knowledge base documents could not be accessed in some cases;\r\n- Knowledge Base: Fixed an issue where search results were inaccurate when searching by segment content in the segment details of a document;\r\n- Applications: Fixed an issue where parameters in function nodes in advanced orchestration applications were not echoed;\r\n- Applications: Fixed an issue where node connections in advanced orchestration applications were incorrectly connected;\r\n- Applications: Fixed an issue where AI responses were incorrectly included in the MCP execution results;\r\n- Applications: Fixed an issue where dragging parameters multiple times in form collection nodes caused a console error;\r\n- Applications: Fixed an issue where clicking a quick question set in the opening line in the conversation log would call the application's answer;\r\n- Operation Logs: Fixed a vulnerability where user passwords could be seen in the operation log; (X-Pack)\r\n- Installation and Deployment: Upgraded the PostgreSQL database version to v15.14;\r\n- API Documentation: Fixed several known issues.","2025-08-21T09:22:35",{"id":267,"version":268,"summary_zh":269,"released_at":270},100921,"v2.0.2","## New features\r\n- Application: The advanced orchestration application has added a session variable function;\r\n- Conversation User (X-Pack): Supports login via QR code for conversation users;\r\n- Conversation User (X-Pack): Supports synchronization of LDAP and WeChat Work users;\r\n- Resource Management (X-Pack): Supports unified management of workspace-related resources.\r\n## Enhancements\r\n- Conversation User (X-Pack): Supports querying by user source and status;\r\n- Knowledge Base: Improved knowledge base retrieval performance for complex scenarios with large amounts of data;\r\n- Knowledge Base: Conversation users can query by user source;\r\n- Application: Adjusted the file upload limit for advanced orchestration applications, allowing a maximum of 100 files to be uploaded in a single conversation, with a maximum size of 1000MB per file;\r\n- Application: Supports querying by application release status;\r\n- Application: Conversation users can query by user source;\r\n- Q&A Page: Automatically populates the question field after uploading a file;\r\n- Q&A Page: Optimized the login interaction experience in floating window mode and mobile mode;\r\n- User Management: Supports querying by user source and status;\r\n- System: Optimized the system UI style.\r\n## Bug Fixes\r\n- Knowledge Base: Fixed the issue where an error is reported when hitting the test in full-text search mode;\r\n- Knowledge Base: Fixed the problem of incorrect internationalization display for some content on the offline document upload page;\r\n- Knowledge Base: Fixed the issue where the scroll range of the scrollbar on the segmentation rule page for uploading offline documents is incorrect;\r\n- Application (X-Pack): Fixed the problem that AI responses were not displayed in Markdown style during conversations on the DingTalk platform connected to the application;\r\n- Application: Fixed the error when MCP calls node execution in some cases;\r\n- Application: Fixed the problem of repeated execution caused by multiple connections between two identical nodes;\r\n- Application: Fixed the issue where parameters are displayed incorrectly when modifying model parameters;\r\n- Application: Fixed the problem that unpublished applications were not filtered out when adding application sub-nodes;\r\n- Q&A Page: Fixed the issue where the URL is not displayed when the uploaded file name contains the \"&nbsp\" character;\r\n- Q&A Page: Fixed the problem that images in AI responses cannot be clicked to enlarge during user conversations;\r\n- Q&A Page: Fixed the display misalignment issue when AI responses are table data;\r\n- Q&A Page (X-Pack): Fixed the error when opening the Q&A page when the License is not authorized;\r\n- Shared Model (X-Pack): Fixed the error when deleting a shared model.","2025-08-07T03:28:06",{"id":272,"version":273,"summary_zh":274,"released_at":275},100922,"v1.10.9-lts","## Bug Fixes\r\n- Security: Fixed a potential remote command execution vulnerability during MCP calls (CVE-2025-53928).\r\n-  Knowledge Base: Fixed the issue where an error occurs when saving after modifying the \"Hit Handling Method\" setting in the \"Settings\" of documents in Feishu Knowledge Base; (X-Pack)\r\n-  Knowledge Base: Fixed the problem that the update time of the document list does not update after adding, deleting, or modifying segments in the document.\r\n-  Function Library: Fixed the issue where the built-in database query function fails to serialize into a JSON string.\r\n-  Q&A Page: Fixed the problem that using shortcut keys to copy and paste images overwrites previously uploaded images.\r\n-  Q&A Page: Fixed the issue where files cannot be uploaded by dragging and dropping in the Firefox browser.\r\n-  Q&A Page: Fixed the problem that the URL is not displayed when the name of the uploaded file contains a \" \" character.\r\n-  Q&A Page: Fixed the issue of misaligned interface display when the application name is too long.\r\n-  Q&A Page: Fixed the problem that the latest questions are not displayed after the number of conversation records exceeds 20.\r\n-  Q&A Page: Fixed the issue where a single English word in the shortcut questions of the opening remarks is displayed in two lines.\r\n-  Application: Fixed the abnormal display of the Q&A page when the \"Show History\" setting is not checked in the \"Display Settings\" function of the simple application.\r\n-  Application: Fixed the issue of missing thinking process labels in some cases in advanced orchestration applications.\r\n-  Application: Fixed the problem that database files may be corrupted under special circumstances when there are many concurrent conversation users.\r\n-  Application: Fixed the error when exporting conversation logs when customizing the query time in the conversation logs.\r\n-  Application: Fixed the issue that non-streaming cannot count the consumed tokens when conducting conversations through the application's API Key.\r\n-  Application: Fixed the error caused by special characters in the form parameters output by the specified reply node.\r\n-  Application: Fixed the incorrect prompt when the configuration information of the MCP node is filled in incorrectly.\r\n-  Application: Fixed the issue that the DeepSeek-r1 model of Alibaba Cloud Bailian does not return content when calling the MCP service through the steamable HTTP MCP method.\r\n-  Installation and Deployment: Fixed several known issues.\r\n-  API Documentation: Fixed several known issues.","2025-07-24T06:45:21"]