elasticsearch-relevance-tests

Installation
SKILL.md

elasticsearch-relevance-tests

Per the [Elasticsearch Rank Eval API], the _rank_eval endpoint "evaluates search result quality across typical queries using relevance metrics."

Engine routing

This skill is the single home for term-based engine relevance testing. The core _rank_eval workflow below is authored against Elasticsearch; the per-engine deltas live in references:

Engine Where Delta
Elasticsearch this SKILL.md Built-in _rank_eval; the canonical workflow
OpenSearch references/opensearch.md _rank_eval-compatible fork; Search Relevance Workbench, neural query DSL, hybrid BM25 + neural pipelines, ES-to-OS migration parity
Apache Solr references/solr.md No _rank_eval; debugQuery explain, LTR feature/model store REST, eDisMax tuning, external nDCG harness

When to use

Installs
1
Repository
testland/qa
GitHub Stars
13
First Seen
Oct 2, 2026