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Author

Noorrezam Yusop

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Review Open access 2026

Bridging Generative AI and External Knowledge: A Review of Retrieval-Augmented Generation (RAG) and Vector Database Integration

The evidence indicates that no single RAG or vector-database configuration dominates across retrieval quality, faithfulness, latency, throughput, storage, cost, and scalability, and the review positions RAG–vector database integration as a joint retrieval-and-systems optimization problem rather than a database-selection problem alone.

Muhammad Fuad Bin Abdullah, Safwan Abd Razak, Noorrezam Yusop et al. · 0 citations