Skip to content

Glossary

What is information retrieval?

Information retrieval is the finding and ranking of material relevant to a question. Measure that separately from how good the generated answer reads.

Updated 21 Aug 2026

01

Where this one gets misread

Retrieval quality and answer quality get reported as a single number. An answer can read well from the wrong passages, and a system can retrieve perfectly then summarise badly. Measured together, neither problem is visible.

02

Questions to ask

Ask for a worked example on your own material, and the evidence needed to reproduce it.

  • What is the retrieval score on its own?
  • Against which reference set?
  • Who decided what counts as relevant?
  • How does it do when the answer needs several documents at once?
03

How Marella uses the term

We use “Information retrieval” only where a product mechanism or an evaluation method backs it up, and we say when the behaviour depends on how a deployment is configured.

  • Backed by a product mechanism or an evaluation method
  • Deployment differences flagged

What this page does not prove

  1. B1A definition is not a claim about how the product performs.
  2. B2Vendor implementations vary.
  3. B3Test the term against a representative workflow.

Test the claim on your documents

Pick a real piece of work, agree what a good answer looks like, then go through the results together.