Curiosity
Three rounded comparison cards showing BM25, Vector, and Hybrid search modes with icons and key features.

Three search modes

Curiosity supports three retrieval modes. Use hybrid for most cases.


Mode How it works Best for
Text BM25 keyword ranking Identifiers, part numbers, exact titles
Vector Cosine similarity over embeddings Paraphrased questions, long descriptive text
Hybrid Text + vector, blended score Most enterprise data — use this by default

Decision rule:

  • Users search by exact codes or identifiers → text
  • Users describe problems in their own words → vector
  • Both are common → hybrid (it is)

All three modes are always permission-aware. The ACL filter applies before ranking — a user never receives results they can't access, regardless of mode.

Search model