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24 行
468 B
Python
24 行
468 B
Python
from abc import ABC, abstractmethod
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import numpy as np
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class VectorIndex(ABC):
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@abstractmethod
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def search(self, query: np.ndarray, k: int) -> np.ndarray:
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pass
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@abstractmethod
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def save(self, path: str):
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pass
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@classmethod
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@abstractmethod
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def from_path(cls, path: str) -> "VectorIndex":
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pass
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@classmethod
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@abstractmethod
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def from_embeddings(cls, embeddings: np.ndarray) -> "VectorIndex":
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pass
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