XMD/Lightstar: 文献启明星是一款面向科研初学者的 AI 智能体系统，致力于帮助用户从模糊的研究意图出发，自动完成科研调研的核心流程，包括：主题拆解、文献检索、文献聚类、结构总结、代表文献推荐与调研报告生成。 @ 50fa65f28f904cb4e0ad1aa7c882e8b7fca4168d

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