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AI Engineer June 9, 2026

RAG is dead, right?? — Kuba Rogut, Turbopuffer

Summary

The talk challenges the notion that RAG is dead, arguing that hybrid retrieval, encompassing both vector and full-text search methods like BM25 and regex, is the true default for serious agentic search. This approach goes beyond simple vector search and is supported by increasing search volume trends, suggesting a more robust and versatile retrieval strategy is essential. The practical takeaway is to embrace a multifaceted retrieval approach rather than relying solely on vector embeddings for effective agentic systems.

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