AI Applications Made Easy (MEAP V02)

A fully illustrated guide to building generative AI apps!

In AI Applications Made Easy you’ll learn how to create your own AI applications from scratch using free low-code tools like Langflow and KNIME. This fully-illustrated book guides you step by step on your journey from AI user to AI maker.

In AI Applications Made Easy you'll:

Create AI applications from the ground up using low code tools
Build intelligent agents for complex reasoning tasks
Improve AI responses using Retrieval-Augmented Generation (RAG) with your own documents
Connect to external applications via APIs and Model Context Protocol (MCP)
Optimize and fine-tune AI applications

Generative AI applications can be complex to understand and create. This book strips away the low level geekery and shows you exactly how to build Q&A systems, agents, and other powerful AI applications using low code tools. Along the way, you’ll gain an intuition for how generative AI works, including core components like large language models, retrieval augmented generation, model context protocol, and more.
about the book
AI Applications Made Easy is written for everyone. Following engaging illustrations and step-by-step guidance, you'll start creating AI applications from the very first chapters. Use prompt engineering to create a healthy recipe generator, use RAG to build automated customer support chatbots, craft marketing assistants that know brand guidelines, and even design a web-enabled financial researcher—all using free low-code tools like Langflow and KNIME.