
Автор: Ayal Steinberg, Carlo Appugliese, Paul Hake, Simon Bisson
Издательство: O’Reilly Media, Inc.
Год: 2025-04-29
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB
Technologists and business leaders alike will explore the fundamental capabilities of Generative AI, high-impact use cases, key risks and challenges, technical integration considerations, and how to start building the necessary teams and culture for AI-enabled innovation. Whether you're just starting to explore this transformative technology or looking to scale its impact, you'll learn concrete strategies for harnessing the power of Generative AI to create measurable value for your business. Most applications of Generative AI, like ChatGPT, consist of more than just one LLM. An LLM can generate text, but if you ask it about images or audio the LLM doesn’t have the appropriate capabilities, so it needs to use tools just like we do when we do things. Tools allow the LLM to handle multiple input and output types, making it multimodal. If you ask ChatGPT to create an image, it will use an LLM to parse and summarize your input, building a prompt for another model, DALL-E, which handles the actual image generation. This is all done via function calling so that ChatGPT can create a seamless end user experience.