MIT Sloan AI Adoption: Build a Playbook That Drives Real Business ROI
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Dive deep into building production-grade agentic RAG systems through this expert-level conference talk from AWS re:Invent 2025. Master the construction of intelligent event assistant agents using Amazon Bedrock Knowledge Bases, Strands, and AgentCore through live coding demonstrations and comprehensive walkthroughs. Explore the complete development lifecycle from initial knowledge base configuration to advanced agent creation, incorporating both short-term and long-term memory integration capabilities. Learn to implement runtime deployment strategies and robust identity management systems for enterprise-grade applications. Gain hands-on experience with knowledge retrieval mechanisms, user authentication protocols, and memory management architectures essential for sophisticated AI agents. This 58-minute technical deep dive requires strong Python programming skills and foundational understanding of Retrieval-Augmented Generation concepts to fully benefit from the advanced implementation techniques demonstrated.
Syllabus
AWS re:Invent 2025 - Advanced agentic RAG Systems: Deep dive with Amazon Bedrock (AIM425)
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AWS Events