---
title: "監控可觀測性"
url: "/docs/integrations/observability_integrations"
canonical_url: "https://docs.litellm.ai/docs/integrations/observability_integrations"
type: "docs"
last_updated: "2026-10-08"
related:
  - "/docs/integrations/community"
  - "/docs/contribute_integration/custom_webhook_api"
---
# 監控可觀測性

> Index of all LiteLLM docs: https://docs.litellm.ai/llms.txt

使用可觀測性平台追蹤、除錯並分析 LLM 請求。

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## 可觀測性整合 {#observability-integrations}

- [Langfuse](https://docs.litellm.ai/docs/observability/langfuse_integration): LLM 可觀測性與分析。
- [Datadog](https://docs.litellm.ai/docs/observability/datadog): 指標、追蹤和儀表板。
- [Grafana Cloud](https://docs.litellm.ai/docs/observability/grafana_cloud): LLM 追蹤、GenAI 指標和儀表板。
- [OpenTelemetry](https://docs.litellm.ai/docs/observability/opentelemetry_integration): 供應商中立的追蹤。
- [LangSmith](https://docs.litellm.ai/docs/observability/langsmith_integration): LLM 偵錯和評估。
- [Arize AX](https://docs.litellm.ai/docs/observability/arize_integration): 代管式 LLM 可觀測性和評估。
- [Arize Phoenix](https://docs.litellm.ai/docs/observability/phoenix_integration): 開源追蹤和評估。
- [Helicone](https://docs.litellm.ai/docs/observability/helicone_integration): LLM 請求記錄和分析。
- [MLflow](https://docs.litellm.ai/docs/observability/mlflow): 實驗追蹤。
- [Weights & Biases](https://docs.litellm.ai/docs/observability/wandb_integration): ML 實驗追蹤。
- [PostHog](https://docs.litellm.ai/docs/observability/posthog_integration): 產品分析。
- [Splunk Observability Cloud](https://docs.litellm.ai/docs/observability/splunk_observability_cloud): 發送至 Splunk 的 OTLP 追蹤。
- [SigNoz](https://docs.litellm.ai/docs/observability/signoz): 具有每個團隊攝取金鑰的 OTLP 追蹤。

[查看所有可觀測性整合 →](/docs/observability/callbacks)

## Related pages

- [成為整合合作夥伴](https://docs.litellm.ai/docs/integrations/community.md)
- [貢獻自訂 Webhook API](https://docs.litellm.ai/docs/contribute_integration/custom_webhook_api.md)