Search tools that search documents based on conceptual topic meaning rather than exact keyword spelling matches.

A core mid-2020s tech term used to describe modern vector search tools. It promises a search box that reads your mind and understands intent, contrasting it against clunky old keyword search bars.

• Mind-Reading Promises: Promising search tools understand human intent while math models simply map statistical word associations.
• Keyword Erasure: Ignoring that traditional keyword search is often faster and more accurate for exact part numbers and proper names.
• Kitchen Reality Check: Like asking for a fork and receiving a spoon because the waiter performed "semantic utensil search."

Sherlock Holmes (2010s) scene where Holmes uses deductive conceptual reasoning to connect clues across a crime scene.

Search software that finds documents based on topic meaning rather than exact keyword spelling.

“Our semantic search tool surfaces relevant HR policy PDFs even if exact terms aren't typed.”

“Our internal search tool finds relevant policy files based on topic meaning, even if you don't type the exact document title.”