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48 lines
903 B
Python
48 lines
903 B
Python
from decimal import Decimal
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from enum import StrEnum, auto
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from pydantic import BaseModel
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from dify_graph.model_runtime.entities.model_entities import ModelUsage
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class EmbeddingInputType(StrEnum):
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"""Embedding request input variants understood by the model runtime."""
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DOCUMENT = auto()
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QUERY = auto()
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class EmbeddingUsage(ModelUsage):
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"""
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Model class for embedding usage.
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"""
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tokens: int
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total_tokens: int
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unit_price: Decimal
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price_unit: Decimal
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total_price: Decimal
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currency: str
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latency: float
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class EmbeddingResult(BaseModel):
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"""
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Model class for text embedding result.
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"""
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model: str
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embeddings: list[list[float]]
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usage: EmbeddingUsage
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class FileEmbeddingResult(BaseModel):
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"""
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Model class for file embedding result.
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"""
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model: str
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embeddings: list[list[float]]
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usage: EmbeddingUsage
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