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Explore a conference talk from Data Science Conference Europe 2023 that reveals the development journey of a sophisticated bot assistant powered by Large Language Models. Discover the evolution from initial Proof of Concept to Minimum Viable Product as speaker Vladislav Belov breaks down the bot's innovative architecture featuring a multi-route approach. Learn about effective solutions for managing latency issues to ensure optimal user experience, along with advanced techniques for handling out-of-distribution queries. Delivered in Belgrade on November 24th, this 32-minute presentation provides valuable insights into creating responsive and adaptable AI-powered chat assistants.