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Explore the transformative world of AI agents and their role in advancing open source artificial intelligence through this 40-minute conference talk by Hema Veeradhi from Red Hat at the Linux Foundation event. Discover what AI agents truly are beyond the buzzword—autonomous systems that extend Large Language Models (LLMs) capabilities by leveraging external tools and real-time data to perform dynamic actions for solving complex, multi-step tasks. Learn how these agents are revolutionizing open source AI by enabling adaptability, automation, and more intelligent decision-making. Examine popular open source agent frameworks including LangChain and Haystack that are driving rapid development and community-powered innovation in AI agents. Experience real-world applications through practical examples and live demonstrations showing how these frameworks can build various generative AI applications, including Retrieval-Augmented Generation (RAG), IT operations automation, and dynamic, context-aware chatbots. Gain clear insights into why AI agents represent the forefront of innovation and understand how open source collaboration is driving their evolution. Whether you're an AI developer, Open Source Program Office (OSPO) leader, or open source enthusiast, discover the potential of agents to power the next wave of open source AI missions and their impact on the future of artificial intelligence development.
