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Prompt Engineering for Generative AI: Future-Proof Inputs for Reliable AI Outputs
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MKD 4093
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Learn how to empower AI to work for you.
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- Large language models (LLMs) and diffusion models such as ChatGPT and Stable Diffusion have unprecedented potential. Because they have been trained on all the public text and images on the internet, they can make useful contributions to a wide variety of tasks. And with the barrier to entry greatly reduced today, practically any developer can harness LLMs and diffusion models to tackle problems previously unsuitable for automation. With this book, you'll gain a solid foundation in generative AI, including how to apply these models in practice. When first integrating LLMs and diffusion models into their workflows, most developers struggle to coax reliable enough results from them to use in automated systems. Authors James Phoenix and Mike Taylor show you how a set of principles called prompt engineering can enable you to work effectively with AI. Learn how to empower AI to work for you. This book explains: The structure of the interaction chain of your program's AI model and the fine-grained steps in between How AI model requests arise from transforming the application problem into a document completion problem in the model training domain The influence of LLM and diffusion model architecture—and how to best interact with it How these principles apply in practice in the domains of natural language processing, text and image generation, and code
| Publisher | O'Reilly Media |
| Publication date | June 25, 2024 |
| Edition | 1st |
| Language | English |
| Print length | 422 pages |
| ISBN-10 | 109815343X |
| ISBN-13 | 978-1098153434 |
| Item Weight | 7.4 ounces (209.79 grams) |
| Dimensions | 7.25 x 0.75 x 9.5 inches (18.4 x 1.9 x 24.1 cm) |
Who Should Buy?
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AI Developers
Ideal for AI developers seeking to enhance output quality through effective prompt engineering techniques and strategies.
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Content Creators
Benefits content creators looking to optimize their workflow with generative AI for engaging and high-quality content generation.
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Students & Scholars
Useful for students and researchers wanting to understand and implement prompt engineering in AI academic projects.
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General Users
Not suitable for casual users lacking a technical background who may find concepts too advanced or complex.
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MKD 4093
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Features & Benefits
- Gain a solid foundation in generative AI.
- Master prompt engineering principles for reliable AI outputs.
- Transform application problems into solutions with AI.
- Applicable to natural language processing, text/image generation, and code.
- Reduce the barrier to using LLMs and diffusion models.
- Unlock the unprecedented potential of AI in your projects.
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