Idézet:Build AI-Enhanced Web Apps shows you step-by-step and example-by-example how to build sites and applications that take advantage of large language models (LLMs) like GPT, Claude, and Llama. Written especially for web developers comfortable with React or Next.js, this book introduces the tools and techniques you need to add sophisticated AI features like Retrieval Augmented Generation (RAG), document summarization, chatbots, and more to your web-based projects.

In Build AI-Enhanced Web Apps you'll learn how to
Integrate AI models into React and Next.js applications
Implement streaming responses and real-time AI interactions
Manage conversation history and context in chat applications
Implement LangChain.js for complex AI workflows and reasoning
Build a web application for summarizing documents using LangChain.js
Utilize Retrieval-Augmented Generation (RAG) systems for knowledge management
Develop an AI-powered interview preparation system with voice feedback

Build AI-Enhanced Web Apps guides you through AI development using only JavaScript and other common web dev skills-no Python or Machine Learning experience required. You'll learn by working with full-scale AI projects that solve actual business problems. You'll soon be delivering user-friendly, efficient interfaces that make the absolute best use of AI tech.

About the Technology
The users have spoken! Agents, personalized responses, and other LLM-powered features are required in modern web applications. Build AI-Enhanced Web Apps presents the end-to-end architecture of AI web apps, including UI, backend infrastructure, data processing, API integration, deployment, and scaling, with examples and language perfect for professional web developers.

About the Book
This accessible book shows you how to ship real AI features-not just toy demos-using a JavaScript stack you already know: React for UI, Next.js for backend integration, and the Vercel AI SDK to connect to LLMs like Gemini and GPT. In it, you'll acquire the skills you need to complete two portfolio-ready projects: a voice-based interview assistant and a RAG-powered corporate knowledge system. You'll also learn how to design workflows that balance latency, cost, and UX and implement responsible guardrails for security, quality control, hallucinations, and bias.

What's Inside
Build AI features using a professional stack
Ship production-ready features

Idézet:? Build AIEnhanced WEB Apps.epub (Theo Despoudis) (2025) (7.41 MB)

Idézet:A kódrészlet megtekintéséhez be kell jelentkezned, vagy nincs jogosultságod a tartalom megtekintéséhez.

Idézet:A kódrészlet megtekintéséhez be kell jelentkezned, vagy nincs jogosultságod a tartalom megtekintéséhez.