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eBook - ePub
Engineering Generative AI-Based Software
About this book
Engineering Generative-AI Based Software discusses both the process of developing this kind of AI-based software and its architectures, combining theory with practice. Sections review the most relevant models and technologies, detail software engineering practices for such systems, e.g., eliciting functional and non-functional requirements specific to generative AI, explore various architectural styles and tactics for such systems, including different programming platforms, and show how to create robust licensing models. Finally, readers learn how to manage data, both during training and when generating new data, and how to use generated data and user feedback to constantly evolve generative AI-based software.As generative AI software is gaining popularity thanks to such models as GPT-4 or Llama, this is a welcomed resource on the topics explored. With these systems becoming increasingly important, Software Engineering Professionals will need to know how to overcome challenges in incorporating GAI into the products and programs they develop.
- Provides a holistic software engineering approach to constructing generative AI software
- Shows how to use modern models to create long-term products that bring value
- Presents a combination of process, product, and business models for generative AI-based software engineering
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Table of contents
- Title of Book
- 1: Introduction
- 2: Generative AI basics
- 3: Constructing generative AI software
- 4: Functional and non-functional requirements for generative AI software
- 5: Architecting generative AI software
- 6: Implementation and quality assurance of generative AI software
- 7: Handling data for generative AI systems
- 8: Deployment of generative AI software
- 9: Generative AI ecosystems
- 10: Summary and current trends
- A: Additional online resources
- References
- Index
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Yes, you can access Engineering Generative AI-Based Software by Miroslaw Staroń in PDF and/or ePUB format, as well as other popular books in Computer Science & Artificial Intelligence (AI) & Semantics. We have over one million books available in our catalogue for you to explore.