<ul data-eligibleForWebStory="true"><li>Retrieval Augmented Generation (RAG) enhances generative AI applications through external knowledge retrieval.</li><li>Amazon OpenSearch Service is used with RAG to provide accurate, personalized AI responses.</li><li>Conversational search architecture with ML models optimizes user interaction and information retrieval.</li><li>Integration of agents, tools, and ML models in OpenSearch boosts conversational AI efficiency.</li></ul>

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