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SuperBizAgent-java/eval/rag-retrieval/seed-docs/rag-l0-domain-entity-hint.md

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---
title: RAG L0 Domain Entity Hint
keywords: [L0 keyword matching, final retrieval result, domain detector, entity extractor, metadata filter]
summary: Define L0 as a query transformation hint layer instead of final retrieval evidence.
category: rag
source: rag-l0-domain-entity-hint
breadcrumb: RAG > L0 > Domain Entity Hint
kb_scope: rag-eval
covers: [l0 hint, query transformation, metadata filter]
when_to_retrieve: Use when a question asks whether L0 should decide final retrieval or only provide hints.
---
# RAG
## L0
### Domain Entity Hint
L0 keyword matching should not decide the final retrieval result.
In the modular RAG pipeline, L0 behaves like a lightweight domain detector and entity extractor.
The output can provide:
1. Candidate domain hints.
2. Matched entities and keywords.
3. An optional metadata filter for the first vector retrieval attempt.
Final evidence still comes from L1 vector retrieval, post-retrieval normalization, rerank, and context packing.
The important terms are domain detector, entity extractor, and metadata filter.