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from abc import ABC, abstractmethod
from typing import Optional
from core.rag.models.document import Document
class BaseRerankRunner(ABC):
@abstractmethod
def run(
self,
query: str,
documents: list[Document],
score_threshold: Optional[float] = None,
top_n: Optional[int] = None,
user: Optional[str] = None,
) -> list[Document]:
"""
Run rerank model
:param query: search query
:param documents: documents for reranking
:param score_threshold: score threshold
:param top_n: top n
:param user: unique user id if needed
:return:
"""
raise NotImplementedError
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