回调

使用回调将输出数据发送到 Posthog, Sentry 等

liteLLM 提供了 input_callbacks、success_callbacks 和 failure_callbacks，让您可以根据响应状态轻松将数据发送到特定的提供商。

liteLLM 支持

• 自定义回调函数
• Lunary
• Langfuse
• LangSmith
• Helicone
• Traceloop
• Athina
• Sentry
• PostHog
• Slack

这不是一个完整的列表。请查看下拉菜单以获取所有日志集成。

快速入门

from litellm import completion

# set callbacks
litellm.input_callback=["sentry"] # for sentry breadcrumbing - logs the input being sent to the api
litellm.success_callback=["posthog", "helicone", "langfuse", "lunary", "athina"]
litellm.failure_callback=["sentry", "lunary", "langfuse"]

## set env variables
os.environ['LUNARY_PUBLIC_KEY'] = ""
os.environ['SENTRY_DSN'], os.environ['SENTRY_API_TRACE_RATE']= ""
os.environ['POSTHOG_API_KEY'], os.environ['POSTHOG_API_URL'] = "api-key", "api-url"
os.environ["HELICONE_API_KEY"] = ""
os.environ["TRACELOOP_API_KEY"] = ""
os.environ["LUNARY_PUBLIC_KEY"] = ""
os.environ["ATHINA_API_KEY"] = ""
os.environ["LANGFUSE_PUBLIC_KEY"] = ""
os.environ["LANGFUSE_SECRET_KEY"] = ""
os.environ["LANGFUSE_HOST"] = ""

response = completion(model="gpt-3.5-turbo", messages=messages)