Introduction to generative AI -- Introduction to large language models -- Working through an API : generating text -- From pixels to pictures : generating images -- What else can AI generate? -- Guide to prompt engineering -- Retrieval-augmented generation : the secret weapon -- Chatting with your data -- Tailoring models with model adaptation and fine-tuning -- Application architecture for generative AI apps -- Scaling up : best practices for production deployment -- Evaluations and benchmarks -- Guide to ethical GenAI : principles, practices, and pitfalls

Generative AI in Action presents concrete examples, insights, and techniques for using LLMs and other modern AI technologies successfully