Monitor Google Cloud Vertex AI with Datadog

Google's Vertex AI platform now supports generative AI, allowing users to test, tune, and deploy large language models (LLMs) in their applications. In June 2023, Datadog integrated with Vertex AI, enabling users to monitor the health and performance of LLM-powered services in production. The integration allows users to track key metrics such as network traffic, prediction errors and latency, resource utilization, and more. By monitoring these metrics, users can gain insights into their ML models' efficacy and their AI infrastructure's health. Additionally, the integration helps users create monitors on ingested Vertex AI metrics, enabling real-time issue detection and resolution. Datadog's Vertex AI integration provides visibility into the performance of generative AI-powered services, ensuring accurate and efficient operation.