LRLearning RoadmapRead, build, evaluate
Checklists

RAG Rubric

RAG Rubric Score each area from 0 to 4. Area Score Evidence : Ingestion supports realistic documents Chunking strategy is justified Metadata is preserved Retrieval is measurable Hy

rubrics/rag-rubric.md1 min read

RAG Rubric

Score each area from 0 to 4.

AreaScoreEvidence
Ingestion supports realistic documents
Chunking strategy is justified
Metadata is preserved
Retrieval is measurable
Hybrid search or reranking is considered
Citations are accurate
Access control is enforced
Prompt injection risks are tested
Evaluation dataset exists
Failure cases are documented

Strong RAG Evidence

  • Retrieval precision and recall report.
  • Citation correctness examples.
  • Permission-denied tests.
  • No-answer behavior.
  • Chunking comparison notes.