Open‐source large language models in action: A bioinformatics chatbot for PRIDE database

ABSTRACT We here present a chatbot assistant infrastructure (https://www.ebi.ac.uk/pride/chatbot/) that simplifies user interactions with the PRIDE database's documentation and dataset search functionality. The framework utilizes multiple Large Language Models (LLM): llama2, chatglm, mixtral (m...

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Veröffentlicht in:	Proteomics (Weinheim) Jg. 24; H. 21-22; S. e2400005 - n/a
Hauptverfasser:	Bai, Jingwen, Kamatchinathan, Selvakumar, Kundu, Deepti J., Bandla, Chakradhar, Vizcaíno, Juan Antonio, Perez‐Riverol, Yasset
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Germany Wiley Subscription Services, Inc 2024-11-00 2024-Nov 20241101
Schlagworte:	Application programming interface Bioinformatics Chatbots Computational Biology - methods Data base management systems Databases, Protein dataset discoverability Datasets Documentation Humans Infrastructure Internet Large language models Programming Languages Proteomics Proteomics - methods public data Recommender systems Software software architectures training User experience User interfaces User-Computer Interface Web services public data proteomics software architectures bioinformatics documentation dataset discoverability large language models training
ISSN:	1615-9853, 1615-9861, 1615-9861
Online-Zugang:	Volltext
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