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from abc import ABC, abstractmethod
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class Embeddings(ABC):
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"""Interface for embedding models."""
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@abstractmethod
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def embed_documents(self, texts: list[str]) -> list[list[float]]:
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"""Embed search docs."""
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@abstractmethod
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def embed_query(self, text: str) -> list[float]:
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"""Embed query text."""
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async def aembed_documents(self, texts: list[str]) -> list[list[float]]:
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"""Asynchronous Embed search docs."""
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raise NotImplementedError
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async def aembed_query(self, text: str) -> list[float]:
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"""Asynchronous Embed query text."""
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raise NotImplementedError
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