Rerankers in RAG — The Underrated Quality Multiplier in 2026
Rerankers turn ‘pretty good RAG’ into ‘great RAG’ for one extra API call. Cross-encoders explained, Cohere Rerank vs BGE-Reranker vs Jina, two-stage retrieval architecture, latency, cost, and implementation.