Designing Large Language Model Applications (anglicky)
Popis produktu
Explore the possibilities of large language models with the book Designing Large Language Model Applications, which focuses on designing applications that utilize LLMs.
Why this book might interest you
Large language models (LLMs) are among the key technologies in natural language processing and find application in a variety of application types. This publication focuses on designing LLM-based applications - from design considerations through implementation principles to topics related to deployment and improving solutions. It can help you better understand how to build systems that work with natural language and what to watch out for when using them.
What you can expect
The book offers a structured view on building applications that use large language models. It addresses the principles of how these models work, typical challenges in their use, and possibilities for application in various scenarios (for example in customer support, content creation, or information work). If the book contains examples and recommendations, they can help you translate insights into practice and assist in designing solutions that match current developments in AI.
Potential benefits of Designing Large Language Model Applications:
- A comprehensive perspective on designing LLM applications from basic concepts to more advanced approaches.
- Practically oriented insights that can ease translating theory into solution design.
- Inspiration for innovation when using modern AI tools and techniques.
- Opportunities to streamline selected processes using language models (depending on the specific use case).
- An overview of topics and tools related to LLM applications.
Main areas the book may focus on:
- An explanation of large language models and their capabilities and limitations.
- Procedures and strategies for designing and implementing LLM applications.
- Use cases and examples (if included in the book).
- Recommendations for improving performance, cost, and scalability (depending on the content).
- A style suitable for technically oriented readers, such as developers and data specialists.
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