from dataclasses import dataclass @dataclass class Usage: requests: int = 0 """Total requests made to the LLM API.""" input_tokens: int = 0 """Total input tokens sent, across all requests.""" output_tokens: int = 0 """Total output tokens received, across all requests.""" total_tokens: int = 0 """Total tokens sent and received, across all requests.""" def add(self, other: "Usage") -> None: self.requests += other.requests if other.requests else 0 self.input_tokens += other.input_tokens if other.input_tokens else 0 self.output_tokens += other.output_tokens if other.output_tokens else 0 self.total_tokens += other.total_tokens if other.total_tokens else 0