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* feat: init knowledge workflow * feat: add knowledge workflow and version models, serializers, and API views * feat: knowledge workflow * feat: knowledge workflow * feat: add KnowledgeWorkflowModelSerializer and Operate class for workflow management * fix: route * feat: knowledge workflow * feat: Knowledge workflow permission * feat: knowledge workflow * feat: knowledge workflow * feat: knowledge workflow * feat: knowledge workflow * feat: Data source web node * fix: Back route * feat: knowledge workflow * feat: knowledge workflow * feat: Knowledge write node * feat: add Data Source tool functionality and localization * feat: add Data Source tool functionality and localization * feat: knowledge workflow * feat: knowledge workflow * fix: simplify export tool permission check in ToolListContainer.vue * fix: simplify export condition in ToolResourceIndex.vue * fix: simplify condition for copying tool in ToolListContainer * feat: knowledge workflow * fix: Upload local files and add output fields * feat: Knowledge write * feat: add Document Split Node functionality and localization * feat: add Document Split Node functionality and localization * feat: Knowledge write * feat: enhance Document Split Node with result processing and problem list generation * fix: Allow problem be blank * feat: enhance Document Split Node with result processing and problem list generation * feat: tool datasource * fix: Optimization of knowledge base workflow execution logic * refactor: streamline image handling by updating application and knowledge ID management * refactor: streamline image handling by updating application and knowledge ID management * feat: extend support modes in variable aggregation node to include knowledge workflows * feat: Chunks stored * refactor: simplify file handling in document extraction by removing unnecessary byte conversion and enhancing file saving logic * refactor: update file ID assignment in document extraction to use provided metadata * feat: Workflow menu that distinguishes between applications and knowledge bases * refactor: update file ID assignment in document extraction to use provided metadata * fix: Add workspace ID as workflow execution parameter * feat: add code template for Data Source tool form functionality * refactor: remove unused sys import and improve module handling * feat: Execution details support loading status * refactor: update tool type handling and improve category merging logic * feat: Alter fork depth * fix: ensure filterList is properly initialized and updated in getList function * refactor: simplify ToolStoreDialog by removing unused toolType logic * perf: Optimize the style * style: adjust div width for improved layout in Tree component * refactor: improve polling mechanism for knowledge workflow action * fix: Get workspace_id from workflow params * fix: filter out 'file_bytes' from result in get_details method * feat: add recursive filtering for file_bytes in context data * fix: append results to paragraph_list instead of replacing it * perf: Optimize translation files * fix: include document name in bytes_to_uploaded_file call for better file handling * refactor: optimize buffer retrieval in document processing * refactor: remove redundant parameter from bytes_to_uploaded_file call * fix: Page style optimization * feat: add slider for setting limit in document rules form * feat: add workflow knowledge management endpoints and related functionality * fix: swap file size and file count limits in form inputs * refactor: update tool_config args to use list format for improved readability * feat: Node supports knowledge base workflow * feat: Node supports knowledge base workflow * fix: Basic node data cannot be obtained in the workflow * style: Knowledge base workflow debugging page style adjustment * fix: Loop nodes cannot be used in the knowledge base workflow * fix: Knowledge base workflow variable assignment node * feat: add chunk size slider to form for custom split strategy * fix: Workflow style optimization --------- Co-authored-by: CaptainB <bin@fit2cloud.com> Co-authored-by: zhangzhanwei <zhanwei.zhang@fit2cloud.com> Co-authored-by: wangdan-fit2cloud <dan.wang@fit2cloud.com> |
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Open-source platform for building enterprise-grade agents
强大易用的企业级智能体平台
MaxKB = 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.
- 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&A interaction experience.
- 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.
- 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.
- Model-Agnostic: Supports various large models, including private models (such as DeepSeek, Llama, Qwen, etc.) and public models (like OpenAI, Claude, Gemini, etc.).
- Multi Modal: Native support for input and output text, image, audio and video.
Quick start
Execute the script below to start a MaxKB container using Docker:
docker run -d --name=maxkb --restart=always -p 8080:8080 -v ~/.maxkb:/opt/maxkb 1panel/maxkb
Access MaxKB web interface at http://your_server_ip:8080 with default admin credentials:
- username: admin
- password: MaxKB@123..
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 进行安装。
Screenshots
Technical stack
- Frontend：Vue.js
- Backend：Python / Django
- LLM Framework：LangChain
- Database：PostgreSQL + pgvector
Star History
License
Licensed 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
https://www.gnu.org/licenses/gpl-3.0.html
Unless 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.