{"id":14964892,"url":"https://github.com/1panel-dev/maxkb","last_synced_at":"2026-04-01T18:11:22.792Z","repository":{"id":228501833,"uuid":"691347156","full_name":"1Panel-dev/MaxKB","owner":"1Panel-dev","description":"💬 MaxKB is an open-source AI assistant for enterprise. It seamlessly integrates RAG pipelines, supports robust workflows, and provides MCP tool-use capabilities.","archived":false,"fork":false,"pushed_at":"2025-04-30T03:22:43.000Z","size":48844,"stargazers_count":16366,"open_issues_count":121,"forks_count":2117,"subscribers_count":102,"default_branch":"main","last_synced_at":"2025-04-30T03:24:43.885Z","etag":null,"topics":["chatbot","deepseek-r1","knowledgebase","langchain","llama3","llm","maxkb","mcp-server","ollama","pgvector","qwen3","rag"],"latest_commit_sha":null,"homepage":"https://maxkb.pro/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/1Panel-dev.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":"SECURITY.md","support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2023-09-14T02:05:12.000Z","updated_at":"2025-04-30T03:21:33.000Z","dependencies_parsed_at":"2024-03-19T05:24:22.270Z","dependency_job_id":"d3325146-9036-45d9-82cc-1a733c86fc70","html_url":"https://github.com/1Panel-dev/MaxKB","commit_stats":{"total_commits":1999,"total_committers":55,"mean_commits":"36.345454545454544","dds":0.6263131565782891,"last_synced_commit":"4c1f0f7b0fe8630d5abb7b32457efbb3645151f2"},"previous_names":["1panel-dev/maxkb"],"tags_count":36,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/1Panel-dev%2FMaxKB","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/1Panel-dev%2FMaxKB/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/1Panel-dev%2FMaxKB/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/1Panel-dev%2FMaxKB/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/1Panel-dev","download_url":"https://codeload.github.com/1Panel-dev/MaxKB/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":252721052,"owners_count":21793746,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["chatbot","deepseek-r1","knowledgebase","langchain","llama3","llm","maxkb","mcp-server","ollama","pgvector","qwen3","rag"],"created_at":"2024-09-24T13:33:54.597Z","updated_at":"2026-01-08T09:17:35.202Z","avatar_url":"https://github.com/1Panel-dev.png","language":"Python","readme":"\u003cp align=\"center\"\u003e\u003cimg src= \"https://github.com/1Panel-dev/maxkb/assets/52996290/c0694996-0eed-40d8-b369-322bf2a380bf\" alt=\"MaxKB\" width=\"300\" /\u003e\u003c/p\u003e\n\u003ch3 align=\"center\"\u003eAn Open-Source AI Assistant for Enterprise\u003c/h3\u003e\n\u003cp align=\"center\"\u003e\u003ca href=\"https://trendshift.io/repositories/9113\" target=\"_blank\"\u003e\u003cimg src=\"https://trendshift.io/api/badge/repositories/9113\" alt=\"1Panel-dev%2FMaxKB | Trendshift\" style=\"width: 250px; height: 55px;\" width=\"250\" height=\"55\"/\u003e\u003c/a\u003e\u003c/p\u003e\n\u003cp align=\"center\"\u003e\n  \u003ca href=\"https://www.gnu.org/licenses/gpl-3.0.html#license-text\"\u003e\u003cimg src=\"https://img.shields.io/github/license/1Panel-dev/maxkb?color=%231890FF\" alt=\"License: GPL v3\"\u003e\u003c/a\u003e\n  \u003ca href=\"https://github.com/1Panel-dev/maxkb/releases/latest\"\u003e\u003cimg src=\"https://img.shields.io/github/v/release/1Panel-dev/maxkb\" alt=\"Latest release\"\u003e\u003c/a\u003e\n  \u003ca href=\"https://github.com/1Panel-dev/maxkb\"\u003e\u003cimg src=\"https://img.shields.io/github/stars/1Panel-dev/maxkb?color=%231890FF\u0026style=flat-square\" alt=\"Stars\"\u003e\u003c/a\u003e    \n  \u003ca href=\"https://hub.docker.com/r/1panel/maxkb\"\u003e\u003cimg src=\"https://img.shields.io/docker/pulls/1panel/maxkb?label=downloads\" alt=\"Download\"\u003e\u003c/a\u003e\u003cbr/\u003e\n [\u003ca href=\"/README_CN.md\"\u003e中文(简体)\u003c/a\u003e] | [\u003ca href=\"/README.md\"\u003eEnglish\u003c/a\u003e] \n\u003c/p\u003e\n\u003chr/\u003e\n\nMaxKB = Max Knowledge Brain, it is a powerful and easy-to-use AI assistant that 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 / automatic crawling of online documents, with features for automatic text splitting, vectorization. This effectively reduces hallucinations in large models, providing a superior smart Q\u0026A 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\u0026A 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 ~/.maxkb:/var/lib/postgresql/data -v ~/.python-packages:/opt/maxkb/app/sandbox/python-packages 1panel/maxkb\n```\n\nAccess MaxKB web interface at `http://your_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://maxkb.cn/docs/installation/offline_installtion/) 进行安装。\n\n## Screenshots\n\n\u003ctable style=\"border-collapse: collapse; border: 1px solid black;\"\u003e\n  \u003ctr\u003e\n    \u003ctd style=\"padding: 5px;background-color:#fff;\"\u003e\u003cimg src= \"https://maxkb.hk/images/overview.png\" alt=\"MaxKB Demo1\"   /\u003e\u003c/td\u003e\n    \u003ctd style=\"padding: 5px;background-color:#fff;\"\u003e\u003cimg src= \"https://maxkb.hk/images/screenshot-models.png\" alt=\"MaxKB Demo2\"   /\u003e\u003c/td\u003e\n  \u003c/tr\u003e\n  \u003ctr\u003e\n    \u003ctd style=\"padding: 5px;background-color:#fff;\"\u003e\u003cimg src= \"https://maxkb.hk/images/screenshot-knowledge.png\" alt=\"MaxKB Demo3\"   /\u003e\u003c/td\u003e\n    \u003ctd style=\"padding: 5px;background-color:#fff;\"\u003e\u003cimg src= \"https://maxkb.hk/images/screenshot-function.png\" alt=\"MaxKB Demo4\"   /\u003e\u003c/td\u003e\n  \u003c/tr\u003e\n\u003c/table\u003e\n\n## Technical stack\n\n- Frontend：[Vue.js](https://vuejs.org/)\n- Backend：[Python / Django](https://www.djangoproject.com/)\n- LLM Framework：[LangChain](https://www.langchain.com/)\n- Database：[PostgreSQL + pgvector](https://www.postgresql.org/)\n\n## Feature Comparison\n\nMaxKB is positioned as an Ready-to-use RAG (Retrieval-Augmented Generation) intelligent Q\u0026A application, rather than a middleware platform for building large model applications. The following table is merely a comparison from a functional perspective.\n\n\u003ctable style=\"width: 100%;\"\u003e\n  \u003ctr\u003e\n    \u003cth align=\"center\"\u003eFeature\u003c/th\u003e\n    \u003cth align=\"center\"\u003eLangChain\u003c/th\u003e\n    \u003cth align=\"center\"\u003eDify.AI\u003c/th\u003e\n    \u003cth align=\"center\"\u003eFlowise\u003c/th\u003e\n    \u003cth align=\"center\"\u003eMaxKB \u003cbr\u003e（Built upon LangChain）\u003c/th\u003e\n  \u003c/tr\u003e\n  \u003ctr\u003e\n    \u003ctd align=\"center\"\u003eSupported LLMs\u003c/td\u003e\n    \u003ctd align=\"center\"\u003eRich Variety\u003c/td\u003e\n    \u003ctd align=\"center\"\u003eRich Variety\u003c/td\u003e\n    \u003ctd align=\"center\"\u003eRich Variety\u003c/td\u003e\n    \u003ctd align=\"center\"\u003eRich Variety\u003c/td\u003e\n  \u003c/tr\u003e\n  \u003ctr\u003e\n    \u003ctd align=\"center\"\u003eRAG Engine\u003c/td\u003e\n    \u003ctd align=\"center\"\u003e✅\u003c/td\u003e\n    \u003ctd align=\"center\"\u003e✅\u003c/td\u003e\n    \u003ctd align=\"center\"\u003e✅\u003c/td\u003e\n    \u003ctd align=\"center\"\u003e✅\u003c/td\u003e\n  \u003c/tr\u003e\n  \u003ctr\u003e\n    \u003ctd align=\"center\"\u003eAgent\u003c/td\u003e\n    \u003ctd align=\"center\"\u003e✅\u003c/td\u003e\n    \u003ctd align=\"center\"\u003e✅\u003c/td\u003e\n    \u003ctd align=\"center\"\u003e❌\u003c/td\u003e\n    \u003ctd align=\"center\"\u003e✅\u003c/td\u003e\n  \u003c/tr\u003e\n  \u003ctr\u003e\n    \u003ctd align=\"center\"\u003eWorkflow\u003c/td\u003e\n    \u003ctd align=\"center\"\u003e❌\u003c/td\u003e\n    \u003ctd align=\"center\"\u003e✅\u003c/td\u003e\n    \u003ctd align=\"center\"\u003e✅\u003c/td\u003e\n    \u003ctd align=\"center\"\u003e✅\u003c/td\u003e\n  \u003c/tr\u003e\n  \u003ctr\u003e\n    \u003ctd align=\"center\"\u003eObservability\u003c/td\u003e\n    \u003ctd align=\"center\"\u003e✅\u003c/td\u003e\n    \u003ctd align=\"center\"\u003e✅\u003c/td\u003e\n    \u003ctd align=\"center\"\u003e❌\u003c/td\u003e\n    \u003ctd align=\"center\"\u003e✅\u003c/td\u003e\n  \u003c/tr\u003e\n  \u003ctr\u003e\n    \u003ctd align=\"center\"\u003eSSO/Access control\u003c/td\u003e\n    \u003ctd align=\"center\"\u003e❌\u003c/td\u003e\n    \u003ctd align=\"center\"\u003e✅\u003c/td\u003e\n    \u003ctd align=\"center\"\u003e❌\u003c/td\u003e\n    \u003ctd align=\"center\"\u003e✅ (Pro)\u003c/td\u003e\n  \u003c/tr\u003e\n  \u003ctr\u003e\n    \u003ctd align=\"center\"\u003eOn-premise Deployment\u003c/td\u003e\n    \u003ctd align=\"center\"\u003e✅\u003c/td\u003e\n    \u003ctd align=\"center\"\u003e✅\u003c/td\u003e\n    \u003ctd align=\"center\"\u003e✅\u003c/td\u003e\n    \u003ctd align=\"center\"\u003e✅\u003c/td\u003e\n  \u003c/tr\u003e\n\u003c/table\u003e\n\n## Star History\n\n[![Star History Chart](https://api.star-history.com/svg?repos=1Panel-dev/MaxKB\u0026type=Date)](https://star-history.com/#1Panel-dev/MaxKB\u0026Date)\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://www.gnu.org/licenses/gpl-3.0.html\u003e\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","funding_links":[],"categories":["NLP","Agent Categories"],"sub_categories":["\u003ca name=\"Unclassified\"\u003e\u003c/a\u003eUnclassified"],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2F1panel-dev%2Fmaxkb","html_url":"https://awesome.ecosyste.ms/projects/github.com%2F1panel-dev%2Fmaxkb","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2F1panel-dev%2Fmaxkb/lists"}