Independent Researcher, San Francisco, CA, USA

RAG-Driven Cybersecurity Intelligence: Leveraging Semantic Search for Improved Threat Detection

2023 · International Journal of Research and Applied Innovations

Retrieval-Augmented Generation (RAG) unifies dense retrieval with generative models to ground generated outputs in external documents, suppressing hallucinations and supporting up-to-date, domain-specific reasoning. We introduce an architecture combining semantic search (dense vector retrieval and knowledge-graph …