Search the Chalk docs, then rerank

Embedding retrieval finds 50 candidates in milliseconds. A cross-encoder on two L4 GPUs reads each one against your question and reorders them.

1 · Embedding searchcosine similarity

  1. Results appear here.

2 · Rerankedcross-encoder score

  1. …and the reranked order here.