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Prospects of Retrieval-Augmented Generation (RAG) for Academic Library Search and Retrieval

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Izdano u:Information Technology and Libraries (Online) vol. 44, no. 2 (Jun 2025), p. 1-16
Glavni autor: Bevara, Ravi Varma Kumar
Daljnji autori: Lund, Brady D, Mannuru, Nishith Reddy, Karedla, Sai Pranathi, Mohammed, Yara, Kolapudi, Sai Tulasi, Mannuru, Aashrith
Izdano:
American Library Association
Teme:
Libraries
Knowledge bases (artificial intelligence)
Computer architecture
Credibility
Library collections
User experience
Middleware
Large language models
Academic libraries
Searching
Retrieval
Real time
Ethics
Query processing
Information retrieval
Natural language
Transparency
Copyright
Databases
Conversation
Research
Infrastructure
Human-computer interaction
Cost analysis
Regulation
Semantic processing
Compliance
Privacy
Data processing
Interfaces
Integrated care
Indexing
Augmentation
Pipelines
Language modeling
Data integrity
Library Materials
Semantics
Copyrights
Research Needs
Architecture
Video Technology
Influence of Technology
Researchers
Library Services
Library Networks
Information Needs
Metadata
Feedback (Response)
Accuracy
Opportunities
Interdisciplinary Approach
Database Management Systems
Academic Standards
Educational Needs
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