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Learn to optimize Retrieval-Augmented Generation (RAG) workflows and implement comprehensive model evaluation strategies using Amazon Bedrock in this 44-minute conference talk from AWS Summit London 2025. Discover how to streamline your AI development process by leveraging Amazon Bedrock's capabilities for building, deploying, and evaluating RAG applications at scale. Explore best practices for integrating retrieval mechanisms with large language models, understand evaluation metrics and methodologies for assessing model performance, and gain insights into automating the evaluation pipeline. Master techniques for improving retrieval accuracy, optimizing response quality, and implementing robust testing frameworks that ensure your RAG applications meet production standards. Examine real-world use cases and practical implementation strategies that demonstrate how Amazon Bedrock simplifies the complexity of RAG system development while providing enterprise-grade reliability and performance monitoring capabilities.
Syllabus
AWS Summit London 2025 - Streamline RAG and model evaluation with Amazon Bedrock
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