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Getting the most out of semantic search and Deep Research Agents

Jeff Roy Jeff Roy

Semantic Search Query Methodology FAQ

FluidityIQ ranks documents by meaning, not by matching strings, so the words you leave out of a query shape the results as much as the words you put in. The single biggest lever on result quality is how you translate a claim or an invention into a query: what you keep, what you strip, and how you split it. The answers below give explicit query-construction rules, then show how those rules shift across freedom-to-operate, novelty, and invalidity work.

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