该系统的后端架构基于Python的FastAPI和LangGraph技术栈，采用模块化设计使新功能节点的集成变得简单。项目设计文档明确展示了如何在现有工作流中插入人工评审或自动修正环节，这种扩展性使得系统可以适应不同专业场景的需求。开发者可以灵活替换底层LLM模型，或调整”研究主管”与”写作主管”的协作规则。开箱即用的前后端分离设计(后端FastAPI+前端React)也为企业级部署提供了便利，技术团队可以基于此架构开发定制化的智能写作解决方案。
This answer comes from the articleDeepSearch AI Agent: an AI content creation assistant that turns simple requests into professional articlesThe
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