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What Makes Agentic Search Tools Like Exa Actually Work?
We swapped Google Search and Tavily for Exa AI in our production pipeline, and the accuracy jump was dramatic. This episode unpacks what makes agentic search tools fundamentally different: neural embeddings that match meaning instead of keywords, an agentic loop that decomposes and refines queries like a human researcher, and structured metadata that preserves provenance. We compare three approaches to search — Google's popularity-based index, Tavily's single-shot summarization, and Exa's iterative neural search — and explain why the retrieval layer matters more than most people realize when…
The skinny
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