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Why Embeddings Aren’t Magic: The Limits of RAG in Information Retrieval and What We Can Do
Embeddings are fundamental for semantic search in RAG, but they have predictable limits: they do not handle negation, exact identifiers, or acronyms well. For enterprise, a hybrid approach and additional validation are essential for relevant and safe results.
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