""" Infrastructure - Simple Reranker (Placeholder) In production, use cross-encoder reranker. """ from typing import List from app.domain.interfaces import IReranker, RetrievalResult class SimpleReranker(IReranker): """Simple reranker - just returns top-k by score""" async def rerank( self, query: str, results: List[RetrievalResult], top_k: int = 10 ) -> List[RetrievalResult]: """Rerank results (simplified - just sort by score)""" # Sort by score descending sorted_results = sorted(results, key=lambda x: x.score, reverse=True) return sorted_results[:top_k]