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Generative AI Application Integration Patterns

Unleash the transformative potential of GenAI with this comprehensive guide that serves as an indispensable roadmap for integrating large language models into real-world applications. Gain invaluable insights into identifying compelling use cases, leveraging state-of-the-art models effectively, deploying these models into your applications at scale, and navigating ethical considerations. In this session, learn about the following things: What are the most common challenges developers face when transitioning from traditional AI/ML applications to building production-ready Generative AI systems? How can software architects effectively integrate best practices and design patterns for GenAI applications in a scalable way? For professionals in data science and research, what deeper insights about Generative AI does the book offer beyond standard ML models? What considerations should technical product managers keep in mind when managing the development lifecycle of a Generative AI application? How do you address the challenge of balancing computational efficiency and model complexity when deploying GenAI models in production? What practical steps should teams take to ensure the ethical use of Generative AI in real-world applications, particularly in large-scale production environments? During the live event, you can ask more questions! We will try to get all the questions answered live, during the event. We will also giveaway Ecopies to 2 lucky winners during the session. Comment with #packt to enter the raffle.