mirror of
https://github.com/azaion/gps-denied-desktop.git
synced 2026-04-22 22:46:36 +00:00
Oleksandr Bezdieniezhnykh
35 lines
954 B
Python
35 lines
954 B
Python
from typing import Optional
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import numpy as np
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class FaissIndexManager:
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def __init__(self, dimension: int, index_type: str = "IVF"):
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self._dimension = dimension
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self._index_type = index_type
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self._index = None
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self._id_map: dict[int, str] = {}
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def build_index(self, vectors: np.ndarray, ids: list[str]) -> bool:
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raise NotImplementedError
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def add_vectors(self, vectors: np.ndarray, ids: list[str]) -> bool:
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raise NotImplementedError
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def search(
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self, query: np.ndarray, top_k: int = 10
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) -> list[tuple[str, float]]:
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raise NotImplementedError
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def remove_vectors(self, ids: list[str]) -> bool:
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raise NotImplementedError
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def save_index(self, path: str) -> bool:
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raise NotImplementedError
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def load_index(self, path: str) -> bool:
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raise NotImplementedError
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def get_vector_count(self) -> int:
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raise NotImplementedError
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