Opis
In today's AI landscape, success depends not just on prompting large language models but on orchestrating them into intelligent systems that are scalable, compliant, and cost-effective. GenAI on Google Cloud is your hands-on guide to bridging that gap. Whether you're an ML engineer or an enterprise leader, this book offers a practical game plan for taking agentic systems from prototype to production.
Written by practitioners with deep experience in AgentOps, data engineering, and GenAI infrastructure, this guide takes you through real-world workflows from data prep and deployment to orchestration and integration. With concrete examples, field-tested frameworks, and honest insights, you'll learn how to build agentic systems that deliver measurable business value.
- Bridge the production gap that stalls 90% of vertical AI initiatives using systematic deployment frameworks
- Navigate AgentOps complexities through practical guidance on orchestration, evaluation, and responsible AI practices
- Build robust multimodal systems for text, images, and video using proven agent architectures
- Optimize for scale with strategies for cost management, performance tuning, and production monitoring