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A fully illustrated guide to building generative AI apps!
In Grokking AI Applications 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 Grokking AI Applications you'll:
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.
In Grokking AI Applications 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 Grokking AI Applications 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
Grokking AI Applications 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.about the authors
Andrea De Mauro has two decades of experience leading Data and AI teams in global organizations. A seasoned executive advisor and fractional CDO, Andrea has held leadership roles at Vodafone and Procter & Gamble, shaping data-driven strategies at scale. He teaches Marketing Analytics and Applied AI at Luiss University in Rome and other top European universities. Recognized in CDO Magazine’s Forty Under 40 list, he is also a prolific researcher, exploring the fundamental forces behind big data as a phenomenon and the transformative impact of AI and data analytics on businesses and society.
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Grokking AI Applications ebook for free
choose your plan
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- choose another free product every time you renew
- choose twelve free products per year
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Grokking AI Applications ebook for free
team
monthly
annual
$49.99
$499.99
only $41.67 per month
- five seats for your team
- access to all Manning books, MEAPs, liveVideos, liveProjects, and audiobooks!
- choose another free product every time you renew
- choose twelve free products per year
- exclusive 50% discount on all purchases
- renews monthly, pause or cancel renewal anytime
- renews annually, pause or cancel renewal anytime
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Grokking AI Applications ebook for free
