from typing import Optional from pydantic import Field from mem0.configs.rerankers.base import BaseRerankerConfig class ZeroEntropyRerankerConfig(BaseRerankerConfig): """ Configuration for Zero Entropy reranker. Attributes: model (str): Model to use for reranking. Defaults to "zerank-1". api_key (str): Zero Entropy API key. If not provided, will try to read from ZERO_ENTROPY_API_KEY environment variable. top_k (int): Number of top documents to return after reranking. """ model: str = Field( default="zerank-1", description="Model to use for reranking. Available models: zerank-1, zerank-1-small" ) api_key: Optional[str] = Field( default=None, description="Zero Entropy API key" ) top_k: Optional[int] = Field( default=None, description="Number of top documents to return after reranking" )