mirror of
https://github.com/hwchase17/langchain
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28 lines
839 B
Python
28 lines
839 B
Python
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import asyncio
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from abc import ABC, abstractmethod
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from typing import List
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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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return await asyncio.get_running_loop().run_in_executor(
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None, self.embed_documents, texts
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)
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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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return await asyncio.get_running_loop().run_in_executor(
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None, self.embed_query, text
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)
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