~/writing

Reranking

2 posts tagged reranking. clear filter

September 2026
  • 22
    How a cross-encoder reranker fixes RAG relevance without re-embedding
    day 18 · Data & Retrieval Engineering in 30 Days

    The relevance bug everyone blames on embeddings is usually one missing pipeline stage away from fixed — here's the two-line diagnostic that tells you which problem you actually have.

  • 15
    Why RAG Ranks the Right Answer Too Low to Use
    day 11 · LLM Engineering in 30 Days

    Nine times out of ten, the chunk your model needs is already sitting in your retrieved set — just ranked too low to ever get read, and there's a one-hop fix that costs almost nothing to bolt on.