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47 lines
1.1 KiB
Python
47 lines
1.1 KiB
Python
"""
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LLM Telemetry
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=============
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Basic telemetry tracking for LLM calls.
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"""
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from collections.abc import Awaitable, Callable
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import functools
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import logging
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from typing import TypeVar
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logger = logging.getLogger(__name__)
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T = TypeVar("T")
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def track_llm_call(
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provider_name: str,
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) -> Callable[[Callable[..., Awaitable[T]]], Callable[..., Awaitable[T]]]:
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"""
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Decorator to track LLM calls for telemetry.
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Args:
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provider_name: Name of the provider being called
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Returns:
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Decorator function
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"""
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def decorator(func: Callable[..., Awaitable[T]]) -> Callable[..., Awaitable[T]]:
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@functools.wraps(func)
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async def wrapper(*args, **kwargs):
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logger.debug("LLM call to %s: %s", provider_name, func.__name__)
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try:
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result = await func(*args, **kwargs)
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logger.debug("LLM call to %s completed successfully", provider_name)
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return result
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except Exception as e:
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logger.warning("LLM call to %s failed: %s", provider_name, e)
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raise
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return wrapper
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return decorator
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