· Xiaojing Yang · Retrieval & Knowledge Systems
Keyword Search vs Vector Search: BM25, Embeddings, and Dense Retrieval
A visual comparison of inverted indexes, BM25, embeddings, dense retrieval, and the failure modes that determine which evidence a RAG system can find.