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shanhuhai12138/KnowledgeFlow-AI — AI/Bot Repository
企业级知识管理平台：上传文档即可获得带引用来源与置信度的 RAG 智能问答，以及 LangGraph 编排的 Agent 工作流（含 human-in-the-loop 人工确认节点）。Spring Boot 3 + Vue 3 + FastAPI 混合全栈，Qdrant 语义检索、Redis Streams 异步文档流水线、多租户隔离、编辑社论风前端；API Key 界面化配置，Docker 一键部署开箱即用。
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