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Learn the practical challenges and real-world strategies for deploying generative AI bots in production environments through this 31-minute conference talk from MLOps World. Explore the complete journey from prototype to production-grade GenAI systems, covering essential topics including prompt engineering techniques, hallucination control methods, infrastructure requirements, cost management strategies, and comprehensive monitoring approaches. Discover firsthand insights from deploying a GenAI bot for a national media platform, including lessons learned, common pitfalls to avoid, and proven strategies for transforming experimental AI models into reliable, user-facing products. Gain actionable takeaways for scaling generative AI solutions, managing operational complexities, and ensuring system reliability in real-world deployment scenarios, whether you're beginning to explore GenAI applications or actively working toward production deployment.
