Modules§
- chunking
- citation_
stream - Numbered citation markers (
[1],[2], …) for RAG-retrieved knowledge chunks, threaded through the existing normalized SSE event model (crate::uar::domain::events::NormalizedEvent::RagCitations). - decomposition
- Query decomposition (CH-11 rag-hardening, §5.4 item 1 of docs/uar-next.md).
- embeddings
- extraction
- Entity and Relationship Extraction Strategies
- ingest
- ingestion_
worker - Document Ingestion Worker Pool
- pipeline
- RAG retrieval pipeline (CH-11 rag-hardening): decomposition → per-subquery search → dedup/fuse → verification → audit event.
- retrieval
- Hybrid Retriever with Reciprocal Rank Fusion (RRF)
- verification
- Retrieval verification pass (CH-11 rag-hardening, §5.4 item 2 of docs/uar-next.md).