Dr. Ibrar Ahmed

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Vector-Only RAG Is Dying. Here's What Enterprise AI Uses Now

Dr. Ibrar Ahmed3 min read

The right documents can still produce the wrong answer. Vector databases are not going away. Vector search alone does not answer every enterprise question. This video shows why the right documents can still produce the wrong answer, where vector search still wins, and what keyword search, knowledge graphs, reranking, and long context each do.

Watch the video for the full walkthrough. Use this page when you want the argument in writing without scrubbing the timeline.