Dive into a comprehensive technical talk from AWS GenAI Developer Day where AWS engineers Meghana Ashok and Vidya Sagar Ravipati explore the implementation of retrieval-augmented generation (RAG) across multiple data types. Learn advanced search techniques that combine images, video, and text modalities, with practical insights into integrating these capabilities into real-world AI applications. Discover cutting-edge tools and methodologies for building multimodal search systems, drawing from the expertise of AWS's machine learning professionals. Gain valuable knowledge about the latest developments in multimodal AI and how to leverage AWS's comprehensive cloud platform for implementing sophisticated search solutions that go beyond traditional text-based approaches.