Additional information
by Charles Sprinter (Author)
Build Powerful AI-Powered Workflows Without Writing Complex Code - Using n8n + OpenAI + Hugging Face
Are you a developer, automation engineer, or tech-savvy maker looking to bring AI automation into your projects - without reinventing the wheel?
n8n AI in Action is your practical, step-by-step guide to building smart, scalable workflows using n8n's visual automation platform and modern AI tools like OpenAI and Hugging Face.
Whether you're automating customer support, summarizing data, generating emails, or integrating AI into apps, this book will show you how to connect APIs, build chatbot flows, enrich content, and handle errors - all visually, without needing to be a machine learning expert.
What You'll Learn
- How to install and set up n8n (locally or in the cloud)
- Use OpenAI nodes to build prompt-response logic and intelligent bots
- Connect Hugging Face models for translation, classification, and tagging
- Build real-world AI projects: smart email repliers, support ticket analyzers, content generators, and chatbots with memory
- Handle API rate limits, logging, and error recovery
- Deploy and monitor AI workflows for reliability and performance
- Use no-code and low-code tools to automate faster, smarter, and with fewer bugs
Who This Book Is For
- Developers and engineers automating processes with n8n
- Tech leads looking to integrate AI into business workflows
- Makers and indie hackers building AI-powered tools
- No-code/low-code builders who want more power without complexity
- Anyone using n8n + OpenAI and searching for practical use cases
If You're Searching For:
- n8n workflow builder
- AI automation with OpenAI
- build GPT bots with no-code tools
- Hugging Face integration tutorial
- real-world AI workflow projects
- best AI tools for automation engineers
- how to build AI chatbots with n8n
...then this book is for you.
Includes:
- Full end-to-end AI projects
- Reusable prompt templates
- Deployment and hosting tips
- Performance and cost optimization guides
- Logging, error handling, and retry logic
- Challenge exercises + solutions
Don't just use AI - orchestrate it.
n8n AI in Action gives you the blueprint to build modern, intelligent workflows that combine visual logic with the power of LLMs.
