Amazon’s fully managed service, Bedrock, facilitates the building and scaling of generative AI applications with foundation models from leading providers. Integrated with Amazon CloudWatch, it provides near real-time monitoring and usage analytics. Bedrock also introduces logging in preview, enabling collection of metadata, requests, and responses for all model invocations. Bedrock’s real-time metrics can be utilized to set alarms, detect anomalies, compare latency between models, measure token count, alert on throttling, and various other use cases.
Monitoring Generative AI applications using Amazon Bedrock and Amazon CloudWatch integration
Amazon’s fully managed service, Bedrock, facilitates the building and scaling of generative AI applications with foundation models from leading providers. Integrated with Amazon CloudWatch, it provides near real-time monitoring and usage analytics. Bedrock also introduces logging in preview, enabling collection of metadata, requests, and responses for all model invocations. Bedrock’s real-time metrics can be utilized to set alarms, detect anomalies, compare latency between models, measure token count, alert on throttling, and various other use cases.