Retrieval Evaluation

Name: OpenModels
Creator: OpenModels
License: https://github.com/openmodelsrun/openmodels

advanceddataMin 32K context

Evaluates retrieval quality for search and RAG systems using grounded test sets, relevance metrics, failure taxonomy, chunking experiments, and actionable remediation.

rag retrieval search evaluation

Use Cases

RAG quality measurement
Semantic search tuning
Knowledge-base testing

Example Prompt

Create a retrieval evaluation for this knowledge base. Define queries, relevance labels, metrics, failure categories, and experiments for chunking, embeddings, and ranking.

Recommended Models

claude-opus-4-6 gpt-5 gemini-2-5-pro

Compatible Tools

claude-codecursorkiroany

Modalities

Input: text, file

→

Output: text, code

Related Skills

rag-pipeline-builder knowledge-graph

Author

OpenModels Community

@openmodelsrun