From Prompt to Product: Developing LLM Applications: A Practical Guide to Designing and Developing Large Language Model Applications - Softcover

Inhaltsangabe

From Prompt to Product: Developing LLM Applications is a practical guide to understanding, designing, building, and deploying applications powered by Large Language Models (LLMs). The book bridges the gap between fundamental LLM concepts and real-world application development, guiding readers through prompt engineering, model interaction, application architecture, API integration, retrieval-augmented generation (RAG), and effective development workflows. It explores how LLM capabilities can be transformed into reliable and useful AI-powered products while addressing important considerations such as performance, scalability, security, evaluation, and responsible AI. With a practical and application-oriented approach, the book helps readers move systematically from an initial prompt or idea to a functional LLM-based solution. It is suitable for students, researchers, educators, developers, and AI enthusiasts seeking to develop practical skills and gain a deeper understanding of modern Generative AI application development.

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