Prompting Generative AI for Intelligent Applications: Build LLM Applications, RAG Pipelines, Agents, Chatbots, and Vector Database Workflows Faster with Prompt Engineering (English Edition)

From Prompt to Production - Build the Future with Generative AI.Book DescriptionFrom Natural Language to Intelligent Systems at Production ScaleGenerative AI is reshaping how software gets built, how businesses operate, and how professionals deliver value - and the ability to move from a natural language idea to a working AI application is the defining skill of the next decade. Prompting Generative AI for Intelligent Applications shows you how to translate plain language intent directly into LLM applications, RAG pipelines, and intelligent agents using AI, accelerating every stage of development from first prompt to production deployment.What you will learn¿ Translate natural language intent into working LLM applications using prompt engineering techniques.¿ Build AI workflows by chaining prompts, actions, and tools into logical multi-step pipelines.¿ Design and deploy RAG systems using embeddings, vector databases, and knowledge retrieval architectures.Table of Contents1. Discover the GenAI Revolution from Hype to Real Impact2. How Large Language Models Understand and Generate Text3. Build Your AI Vocabulary with Tokens, Prompts, and Embeddings4. Choose Your AI Partner by Exploring GPT, Claude, and Gemini5. Create AI Solutions without Code Using No-Code Platforms6. Master Prompt Engineering to Make AI Work for You7. Build Your First AI App by Turning Ideas into Code8. Create Smart Workflows by Chaining AI Actions Together9. Design Beautiful AI Apps with Professional User Interfaces10. Teach AI to Understand Meaning with Semantic Search11. Build Knowledge Bases with Vector Databases12. Create AI with Memory Using RAG Systems that Remember13. Build Reasoning Agents with Design Thinking14. Orchestrate AI Teams with Collaborative Multi-Agent Systems15. Deploy AI Privately on Your Own Hardware16. Launch AI Apps on Cloud17. Accelerate Development with AI-Powered Coding Assistants18. Build Responsible AI with Ethics and Safety Best Practices19. Building a Sustainable Career in Generative AI20. Capstone Projects Using Generative AI Index

Pagina's: 453, Paperback, Orange Education Pvt Ltd