Integrating a Virtual Assistant by Using the RAG Method and VERTEX AI Framework at Algebra University

Autor: Zlatan Morić, Leo Mršić, Mario Filjak, Goran Đambić

Publikováno v: Applied Sciences, Vol 14, Iss 22, p 10748 (2024)

The development and testing of a virtual assistant (VA) designed to enhance information retrieval and support in an academic environment are presented in this paper, with the Retrieval-Augmented Generation (RAG) approach being utilized alongside Goog

Externí odkaz: https://doaj.org/article/bbf682b7b0c045e19f6fadc9902f5b94

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Large language models outperform traditional natural language processing methods in extracting patient-reported outcomes in IBD.

Autor: Patel PV; Department of Pediatrics, University of California San Francisco, San Francisco, CA.; Division of Pediatric Gastroenterology, Stanford University School of Medicine, Palo Alto, CA., Davis C; Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, CA., Ralbovsky A; Department of Pediatrics, University of California San Francisco, San Francisco, CA., Tinoco D; Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, CA., Williams CYK; Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, CA., Slatter S; Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, CA., Naderalvojoud B; Stanford Center for Biomedical Informatics Research, Department of Medicine, StanfordUniversity, Palo Alto, CA., Rosen MJ; Division of Pediatric Gastroenterology, Stanford University School of Medicine, Palo Alto, CA., Hernandez-Boussard T; Stanford Center for Biomedical Informatics Research, Department of Medicine, StanfordUniversity, Palo Alto, CA., Rudrapatna V; Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, CA.; Division of Gastroenterology, Department of Medicine, University of California San Francisco,San Francisco, CA.

Publikováno v: MedRxiv : the preprint server for health sciences [medRxiv] 2024 Sep 06. Date of Electronic Publication: 2024 Sep 06.