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Explore the practical applications and challenges of integrating Generative AI into real-world projects in this 35-minute conference talk from Voxxed Days Ioannina 2024. Presented by Boyan Mihaylov, the session demystifies the complexities of generative models, focusing on key patterns, best practices, and essential caveats relevant to developers' daily work. Gain insights into hands-on, practical approaches, tools, resources, and simplified techniques that can be readily integrated into busy developers' workflows. Learn how to navigate the potential limitations and considerations behind the impressive demos, ensuring a more effective implementation of Generative AI in organizational settings.