How AI is applied across API Evangelist and APIs.io. Read my AI disclosure →
API Evangelist API Evangelist
Discovery
Learnings
Guidance
Toolbox
Alignment
API Evangelist LLC

Vector embeddings & language: how models turn words into geometry

calendar_today August 10, 2026 person Simran Regmi domain redis

A user types “refund policy” into your search box, but the doc they need is titled “returns and reimbursements.” Keyword matching scores it near zero even though it’s exactly what the user asked for. Vector embeddings help address this mismatch by rep…

open_in_new Read original post