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Explore how to build web interfaces that serve both human users and AI agents simultaneously in this conference talk from the MLOps World GenAI Summit 2025. Learn to create performant, user-friendly web applications using Gradio, a Python-based framework that automatically integrates with the Model Context Protocol (MCP) to make applications accessible to AI systems. Discover how to develop feature-rich UIs for AI models entirely in Python, complete with built-in file handling, authentication, and real-time progress tracking. Understand how these applications can be shared with human users or seamlessly plugged into any MCP-compliant AI agent through automatic integration. Examine how the Hugging Face Hub functions as the world's largest open-source MCP "App Store," providing an ecosystem of Gradio-powered Spaces for developers and agents. Master Gradio's "write once, deploy everywhere" philosophy that simplifies MCP integration and enables dual-purpose applications that bridge the gap between human and machine interaction.
