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