File size: 859 Bytes
8ede856 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 | import typing as T
from dataclasses import dataclass, field
from astrbot.core.message.message_event_result import MessageChain
from astrbot.core.provider.entities import TokenUsage
class AgentResponseData(T.TypedDict):
chain: MessageChain
@dataclass
class AgentResponse:
type: str
data: AgentResponseData
@dataclass
class AgentStats:
token_usage: TokenUsage = field(default_factory=TokenUsage)
start_time: float = 0.0
end_time: float = 0.0
time_to_first_token: float = 0.0
@property
def duration(self) -> float:
return self.end_time - self.start_time
def to_dict(self) -> dict:
return {
"token_usage": self.token_usage.__dict__,
"start_time": self.start_time,
"end_time": self.end_time,
"time_to_first_token": self.time_to_first_token,
}
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