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Discover in this AWS re:Invent 2023 conference talk how to build production-ready applications incorporating semantic search and Retrieval Augmented Generation (RAG). Explore the complexities of implementing private data retrieval with Large Language Models (LLMs) at scale, moving beyond basic kNN search implementations. Learn to develop robust search experiences that prioritize simplicity, repeatability, and security while implementing elegant APIs capable of managing data across various stores, middleware, and internal applications. Master the implementation of essential enterprise features including Role-Based Access Control (RBAC), High Availability (HA), and Disaster Recovery (DR) across cloud and on-premises environments. Gain valuable insights from Elastic, an AWS Partner, on operationalizing enterprise-grade AI search solutions with LLMs, ensuring your applications meet production-level requirements for performance, security, and scalability.
