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Explore the world of Large Language Model (LLM)-based agents in this 35-minute sponsor presentation from PyCon US. Discover how to develop smart NLP-driven applications using Haystack, as presented by Tuana Celik from deepset. Learn to equip LLMs with relevant tools like SQL, CRM, or web search to solve real-world tasks beyond general knowledge. Understand how to control tool usage and knowledge base references in agent-driven applications. Follow along with practical use cases, code examples, and step-by-step instructions on building and connecting agents to other tools and knowledge bases. By the end of this talk, gain the skills to create your own agent-driven application tailored to your specific use case.