Context & Retrieval

    Vector Search

    Vector search finds meaning-similar content, not just exact keyword matches.

    Plain English

    Vector search turns text into mathematical representations so the system can find content that means something similar even when the words are different.

    Why it matters here

    Operators may search for "bad finish" while the procedure says "surface roughness issue". Vector search helps those two connect.

    Picture it like this

    Use simple language and analogies before technical phrasing takes over.

    Analogy

    Find the closest meaning, not just the exact same word.

    Like knowing that chatter, washboard finish, and vibration complaint may all point to related setup or tooling issues.

    Examples

    Procedure discovery
    Alarm context
    Knowledge-base search

    Related links

    Use these pages to move from definition into adjacent workflows or broader context.

    Featured term pages

    These pages keep the deeper glossary content crawlable instead of leaving everything buried inside an accordion list.