APMSR: an intelligent QA system for synthetic biology empowered by adaptive prompting and multi-source knowledge retrieval
Crossref DOI link: https://doi.org/10.1038/s41598-026-38006-8
Published Online: 2026-02-05
Update policy: https://doi.org/10.1007/springer_crossmark_policy
Wang, Jinlin
Cao, Zhizheng
Tian, Zhiyong
Sun, Bin
Cheng, Li
Text and Data Mining valid from 2026-02-05
Version of Record valid from 2026-02-20
Article History
Received: 23 November 2025
Accepted: 28 January 2026
First Online: 5 February 2026
Declarations
:
: The authors declare no competing interests.