AWS re:Invent 2025 - Advanced RAG Architectures: From Basic Retrieval to Agentic RAG (NTA403)

Описание: Join us for this hands-on Code Talk where we'll dive deep into building advanced Retrieval-Augmented Generation (RAG) architectures that effectively handle large-scale documents. Through live coding demonstrations, we'll explore techniques to enhance retrieval accuracy and context preservation when dealing with complex documents. Watch and code along as we implement multi-step RAG, recursive retrieval, and agent-driven approaches that intelligently chunk and process large texts, decompose queries, evaluate responses, and orchestrate complex tasks. You'll see real AWS customer code examples and learn practical strategies for building more accurate, scalable Generative AI applications. Bring your laptop and questions for this interactive session with AWS experts.

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