"""Hybrid retriever — metadata filter + FTS + vector retrieval + score fusion (skeleton)."""


class HybridRetriever:
    """Phase 2+ implementation: combine FTS, vector, and metadata filter results."""

    async def retrieve(self, user_id: str, query: str, *, top_k: int = 10) -> list[dict]:
        raise NotImplementedError