EMBL AI Librarian：为AI智能体打造的生命科学知识层
原标题：EMBL AI Librarian: Life-Sciences Knowledge Layer for AI Agents
AI 摘要
EMBL AI Librarian 是一个为 AI 智能体设计的生命科学知识层，它通过单个 LLM 协调检索过程，将自然语言查询转化为对 Europe PMC 的补充子查询，并阅读选中的论文以定位相关证据。在 ScholarQABench 上，Librarian 将 Citation F1 提高了超过 16 分，并在 LitQA2 基准上使 GPT-5.4 智能体的得分比使用网络搜索高出约 8 分。该工具旨在改进生命科学领域智能体的文献访问效率，代码已公开。
正文节选
EMBL AI Librarian: Life-Sciences Knowledge Layer for AI Agents Abstract The web is increasingly accessed by AI agents rather than humans. Every agent needs knowledge, especially in the life-sciences, where agentic pipelines are growing fast. Access to the literature is a crucial part of that need, and resources such as Europe PMC, with over 40M indexed records, are widely used to meet it. Yet these resources were not built for AI agents: they take keywords and complex syntax and return whole pap