AWS re:Invent 2024 - Best practices for generative AI observability (COP404) скачать в хорошем качестве

AWS re:Invent 2024 - Best practices for generative AI observability (COP404)

As generative AI adoption grows, comprehensive observability is crucial for ensuring reliability, transparency, and optimization. In this session, learn about the observability challenges of different generative AI patterns, including large language models, Retrieval Augmented Generation (RAG) architectures, and other emerging approaches. Discover how to use Amazon CloudWatch with a wide range of metrics, logs, and distributed tracing to gain visibility into the lifecycle of generative AI workloads. Additionally, explore the role of LangChain, a powerful framework for building generative AI applications, and how it can be leveraged in conjunction with Amazon Bedrock and Amazon SageMaker to enhance observability across the development and deployment pipeline. Learn more: AWS re:Invent: https://go.aws/reinvent. More AWS events: https://go.aws/3kss9CP Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.ly/316g9t4 About AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster. #AWSreInvent #AWSreInvent2024