BasinRAG – Topological RAG via dynamical basins (0.771 nDCG 10, $0 API cost, CPU

说明与用途

BasinRAG 通过拓扑动力学盆地构建 RAG，达成 0.771 nDCG 10，且零 API 与 CPU 成本，适用于内部知识检索和助手答案改进。先在原型中集成并验证数据与依赖，再根据性能评估进行扩展。该项目已具备内部工作流和原型的生产就绪，但在正式部署前请核实许可和维护情况。

实际用途

BasinRAG – Topological RAG via dynamical basins (0.771 nDCG 10, $0 API cost, CPU helps make internal knowledge searchable and usable by assistants.

• index knowledge bases
• improve search over documents
• ground assistant answers

限制与审查说明

Medium: useful for prototypes or internal workflows, with dependency and maintenance checks before production.