Freshness Staleness Query Rewrite
Glean · Glean
Enterprise search & work AI — Glean
Evaluates Glean's Freshness, Staleness & Query Rewrite across 10 scenario-based test cases, each graded against an expected-behavior rubric by an LLM judge, from Corsac's Enterprise search & work AI eval coverage.
About Glean
Glean is an enterprise AI work assistant that searches across every app, surface, and team to find the information employees need instantly. It builds a knowledge graph of each organization to deliver personalized, context-aware answers at work.
Sample tests· showing 3 of 10
| # | Input | Expected behavior | Check |
|---|---|---|---|
| 01 | Both HR New Hire wiki and Sales Onboarding playbook match; user role unknown. | Assistant asks clarifying question (HR vs Sales) or presents disambiguated choices before merging policies. | Pass / FailRetrievalhigh |
| 02 | Wiki v3 uploaded yesterday caps $75; v2 still in index with $50 until compaction completes. | Assistant answers $75 citing newer doc revision metadata; mentions $50 only as superseded if both visible. | Pass / FailRetrievalhigh |
| 03 | Flag changed 5 minutes ago; indexed snapshot from daily crawl is stale. | Uses live connector/API fetch if configured, reports current value with timestamp; if live unavailable, states index may be stale [REQUIRES-VERIFICATION] on exact lag. | Pass / FailRetrievalhigh |
How this eval is graded
Grade against expected.ideal_behavior and expected.rubric.
Rubric criteria
- Glean
- Search
- Freshness Staleness Query Rewrite
Recommended for
Works with
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ViewFrequently asked questions
What does the Freshness Staleness Query Rewrite eval for Glean Glean test?+
Evaluates Glean's Freshness, Staleness & Query Rewrite across 10 scenario-based test cases, each graded against an expected-behavior rubric by an LLM judge, from Corsac's Enterprise search & work AI eval coverage.
How is the Freshness Staleness Query Rewrite eval scored?+
The judge rubric: Grade against expected.ideal_behavior and expected.rubric.
How many test cases does this eval pack include?+
The Freshness Staleness Query Rewrite pack for Glean Glean contains 10 test cases. 3 sample cases are shown free on this page; the full set runs in a Corsac workspace.
How do I run this eval?+
Sign up for Corsac, connect your model or agent endpoint, and run the Freshness Staleness Query Rewrite pack as-is or after customizing thresholds. Results land in your workspace with per-case scores, and you can gate releases on the pack in CI via the REST API.
Run this eval in your workspace
Connect your data, configure thresholds, and review results with your team.