| from datetime import datetime | |
| def duration_in_ms(start: datetime, end: datetime) -> int: | |
| return int((end - start).total_seconds() * 1000) | |
| def duration_in_ms_since(start: datetime) -> int: | |
| return duration_in_ms(start, datetime.now()) | |
| class Role(str): | |
| System = "system" | |
| User = "user" | |
| Assistant = "assistant" | |