Best Practices for Generative AI Observability

Explore best practices for generative AI observability in this AWS re:Invent 2024 conference session that addresses the growing need for comprehensive monitoring in AI systems. Gain insights into observability challenges across various generative AI patterns, including large language models and Retrieval Augmented Generation (RAG) architectures. Master the implementation of Amazon CloudWatch to monitor metrics, logs, and distributed tracing throughout generative AI workload lifecycles. Discover the integration capabilities of LangChain framework with Amazon Bedrock and Amazon SageMaker to enhance visibility across development and deployment pipelines. Learn essential strategies for maintaining reliability and transparency in AI systems while optimizing performance through effective observability practices.