18 lines
835 B
Python
18 lines
835 B
Python
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 HuggingFaceRerankerConfig(BaseRerankerConfig):
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"""
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Configuration class for HuggingFace reranker-specific parameters.
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Inherits from BaseRerankerConfig and adds HuggingFace-specific settings.
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"""
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model: Optional[str] = Field(default="BAAI/bge-reranker-base", description="The HuggingFace model to use for reranking")
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device: Optional[str] = Field(default=None, description="Device to run the model on ('cpu', 'cuda', etc.)")
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batch_size: int = Field(default=32, description="Batch size for processing documents")
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max_length: int = Field(default=512, description="Maximum length for tokenization")
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normalize: bool = Field(default=True, description="Whether to normalize scores")
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