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Zack Zitting Bradshaw

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	"""Interface for embedding models."""
	from abc import ABC, abstractmethod
	from typing import List


	class Embeddings(ABC):
	"""Interface for embedding models."""

	@abstractmethod
	def embed_documents(self, texts: List[str]) -> List[List[float]]:
	"""Embed search docs."""

	@abstractmethod
	def embed_query(self, text: str) -> List[float]:
	"""Embed query text."""

	async def aembed_documents(self, texts: List[str]) -> List[List[float]]:
	"""Embed search docs."""
	raise NotImplementedError

	async def aembed_query(self, text: str) -> List[float]:
	"""Embed query text."""
	raise NotImplementedError