Home Architecture Lab Hybrid Search Architecture

Hybrid Search Architecture

Combine keyword, vector, and reranking for high-quality retrieval at scale.

SearchHybridRerank

Data Flow

1 Query 2 Dense retriever 3 Sparse retriever 4 RRF fusion 5 Cross-encoder rerank 6 Top-k context

Implementation Notes

BM25 + vector + rerank reference. Never normalize raw scores across modalities — fuse on rank.