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| # -*- coding: utf-8 -*- | |
| """The embedding usage class in agentscope.""" | |
| from dataclasses import dataclass, field | |
| from typing import Literal | |
| from .._utils._mixin import DictMixin | |
| class EmbeddingUsage(DictMixin): | |
| """The usage of an embedding model API invocation.""" | |
| time: float | |
| """The time used in seconds.""" | |
| tokens: int | None = field(default_factory=lambda: None) | |
| """The number of tokens used, if available.""" | |
| type: Literal["embedding"] = field(default_factory=lambda: "embedding") | |
| """The type of the usage, must be `embedding`.""" | |