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ARTICLE27

Beyond Basic RAG: The Rise of Agentic Retrieval

DEV.to AIΒ·May 13, 2026

This article explores the limitations of basic Retrieval-Augmented Generation (RAG), such as context bloat and hallucination persistence. It proposes Agentic RAG as an evolution, where LLMs autonomously orchestrate the information retrieval process, deciding when and how to search for data.

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