本项目基于 LangGraph 深度定制RAG，六阶段数据摄取流水线，支持多模态 PDF 解析、混合搜索（Dense + Sparse）及 RRF 融合算法。独创“三层记忆管理系统”，支持 Checkpoint 级的原子化回滚与长短期记忆隔离。内置 Ragas 评估全家桶与前后端可视化 Trace 追踪，让 RAG 从“黑盒测试”走向“工程确定性”。
☆77Apr 25, 2026Updated 5 months ago
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