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DataDog LLM Observability

Published : Nov 05, 2025
NOT ON THE CURRENT EDITION
This blip is not on the current edition of the Radar. If it was on one of the last few editions, it is likely that it is still relevant. If the blip is older, it might no longer be relevant and our assessment might be different today. Unfortunately, we simply don't have the bandwidth to continuously review blips from previous editions of the Radar. Understand more
Nov 2025
Trial ?

DataDog LLM Observability 为大语言模型和智能体应用工作流提供端到端的跟踪、监控和诊断。它将每个提示、工具调用和中间步骤映射到跨度和跟踪中;跟踪延迟、令牌使用、错误和质量指标;并与 Datadog 更广泛的 APM 和可观测性套件集成。 对于已经使用 Datadog 并熟悉其成本结构的组织而言,如果这些工作负载可以进行插桩,LLM 可观测性功能可能是一种直接了解 AI 工作负载的方法。然而,配置和使用 LLM 检测需要谨慎和对工作负载及其实现的深入理解。我们建议数据工程师和运维人员在部署时密切合作。另请参阅我们关于避免独立数据工程团队的建议。

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