29 lines
885 B
Python
29 lines
885 B
Python
from typing import Any, Protocol
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class VectorClient(Protocol):
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def search(self, collection_name: str, data: list[list[float]], limit: int) -> Any: ...
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class VectorSearchResult:
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def __init__(self, hits: Any, degraded: bool = False) -> None:
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self.hits = hits
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self.degraded = degraded
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class VectorMemoryAdapter:
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def __init__(self, client: VectorClient, collection: str) -> None:
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self.client = client
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self.collection = collection
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def search(self, embedding: list[float], limit: int = 10) -> VectorSearchResult:
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try:
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hits = self.client.search(
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collection_name=self.collection,
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data=[embedding],
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limit=max(1, min(limit, 100)),
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)
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return VectorSearchResult(hits)
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except Exception:
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return VectorSearchResult([], degraded=True)
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