n8n AI Agent Development 2025 Build Your First AI Agent

Learn to build a complex n8n AI Agent for daily events monitoring, deep research and news information processing
What you'll learn
Build a production-ready AI agent from scratch using n8n's no-code platform - complete with 14+ integrated tools, memory systems, and real-time API connections
Master Google Workspace automation: automatically create Calendar events, Tasks with due dates, and send professional emails via Gmail using OAuth 2.0 authentic
Implement intelligent memory systems including Simple Memory for chat history, vector store for semantic search, and RAG (Retrieval-Augmented Generation)
Connect and configure real-time data sources: multiple news APIs, Google Search, Wikipedia, and weather data - then use AI to analyze, summarize, and automate a
Gain access to an enterprise Agent system prompt, learn how to deploy self-hosted n8n and more
Requirements
No programming or coding experience required - this course is designed for absolute beginners
A computer with internet access and a modern web browser (Chrome, Firefox, Safari, or Edge)
Willingness to sign up for free accounts: n8n Cloud or Railway Self-Hosted, OpenAI API (~$5-10 budget), Google Cloud Platform (free), and RapidAPI (free tier)
Basic computer skills: ability to navigate websites, fill out forms, and follow step-by-step instructions
Description
TRANSFORM INTO AN AI AGENT DEVELOPER IN JUST 4 HOURS - NO CODING REQUIRED Notice: While this course contains the use of artificial intelligence, all core training materials, video footage and Agentic curriculum was authored and prepared by human expert developers.Ready to build the future of Agentic Development and AI-native Automation? Are you looking to create intelligent AI agents that can think, decide, and work for you 24/7? This is a comprehensive n8n AI agent course is designed for absolute beginners with no prior programming, development or LLM experience. Is this material current with the times?Yes, this is fresh off the press - recorded and published in Late October 2025!WHAT MAKES THIS COURSE DIFFERENT?A lot of n8n learning material often assumes you already have some pre-existing knowledge of building with AI and writing automations. This course starts from scratch and breaks down the Agentic development process into easy to digest chunks. You'll learn by building a comprehensive Agent that solves a real-world problem and by the end of this 4-hour hands-on course, you'll have a fully functional n8n AI agent that you can use, remix into something or build client projects with. You will also learn how to deploy and run n8n for free for 30 days for the self-hosted version and for 14 days on the n8n cloud.YOU'LL BUILD A REAL AI AGENT: Daily News Research Agent that can:Search and analyze real-time news from multiple sourcesCreate Google Calendar events automaticallyGenerate Google Tasks with proper due dates and prioritiesSend professional email summaries via GmailStore article data in organized databases with AI-generated summariesRemember past conversations and user preferencesUse different AI tools intelligently to accomplish complex tasksWHO IS THIS COURSE FOR?COMPLETE BEGINNERS who have never built anything with AI or automationENTREPRENEURS who want to automate their business workflows without hiring developersBUSINESS PROFESSIONALS looking to gain AI skills for career advancementFREELANCERS who want to offer AI automation services to clientsSTUDENTS interested in AI but intimidated by codingMARKETERS who want to automate content research and distributionANYONE curious about AI agents but doesn't know where to startIf you can click buttons and type text, you can build AI agents with this course.WHAT YOU'LL LEARNFOUNDATIONAL SKILLS:Master n8n's intuitive visual workflow interface - no coding or complex GUI work requiredUnderstand how AI agents make decisions and select toolsLearn professional workflow organization with sticky notes and planning techniquesConfigure API integrations like a proWork with OAuth 2.0 authentication (Google, OpenAI, RapidAPI)AI AGENT DEVELOPMENT:Build your first LangChain Tool Agent from scratch:Configure GPT-4.1/5 and fallback LLM systems (you can use any major LLM provider to follow along)Work with enterprise system prompt that guide agent behaviorImplement agent memory system (short-term and long-term)Create intelligent tool selection logicMEMORY SYSTEMS:Set up basic chat memory for conversation history to enable short term memoryImplement n8n vector store for selective, semantic memory retrievalConfigure Primitive RAG (Retrieval-Augmented Generation) for personalized responsesBuild utility memory with selective data storage using NEW n8n Data TablesREAL-TIME DATA INTEGRATION:Connect to multiple news APIs (RapidAPI, News API, Real-Time News Data)Extract full article content and metadataImplement advanced search with filters, date ranges, and Boolean operatorsAdd Wikipedia and Google Search capabilitiesGOOGLE WORKSPACE AUTOMATION:Create Google Calendar events with proper RFC 3339 timestampsGenerate Google Tasks with due dates and prioritiesSend formatted emails via Gmail programmaticallyHandle OAuth 2.0 authentication and scopesDATA MANAGEMENTesign database schemas for AI agent use casesCreate and configure n8n Data TablesImplement CRUD operations (Create, Read, Update, Delete)Store AI-generated summaries and metadataPRODUCTION DEPLOYMENT:Test AI agents comprehensively (unit, integration, end-to-end)Debug agent decision-making and tool selectionOptimize for API rate limits and cost efficiencyDeploy production-ready agents with error handlingCOURSE STRUCTURESection 1: Getting Started with n8n Agent DevelopmentStart your journey with a complete overview of AI agents, the development process, and proper project setup with visual planning techniques.Section 2: Building the Agent CoreConfigure the fundamental nodes: Chat Trigger, LangChain Tool Agent, and LLM nodes (GPT-4.1 or GPT-5). Implement dual memory systems for short-term and long-term context.Section 3: Adding Agent Capabilities with ToolsBuild your agent's toolkit: Learn tool configuration, descriptions, and parameters. Set up n8n Data Tables and implement RAG with vector stores.Section 4: Integrating External APIsConnect to RapidAPI, configure multiple news APIs, implement full article extraction, advanced search, and add utility tools (Calculator, Date & Time, Wikipedia).Section 5: Google Workspace IntegrationSet up Google Cloud Platform, configure OAuth 2.0, and integrate Google Calendar, Gmail, and Google Tasks with proper timestamp handling.Section 6: Testing and DeploymentMaster comprehensive testing strategies, work with your agent on real daily tasks, and learn optimization techniques.TOTAL: 24 Lectures | 3 Hours of High-Quality Video ContentWHAT YOU GET COMPLETE PROJECT FILESroduction-ready n8n workflow JSON (fully configured)All AI tools pre-configured and testedData table schemas and configurationsSystem prompt and tool descriptionsWHY N8N?n8n is the fastest growing Lowcode Automation platform for AI agents in 2025:Visual workflow builder (no code needed)Native support for LangChain and AI agents400+ pre-built integrationsSelf-hostable for complete data privacyActive community and regular updatesREAL-WORLD APPLICATIONS After completing this course, you can build agents for:Business Intelligence: Automated competitive research and market monitoringContent Creation: Research assistants for writers, bloggers, and marketersPersonal Productivity: Daily briefings, task management, calendar automationCustomer Service: Automated ticket triaging and response suggestionsSales: Lead research and qualification automationEducation: Research compilation and study schedule managementSTUDENT SUCCESS STORIES "I've been following Vadim's content for years, and his insights into AI development are consistently outstanding. His tutorials and mentoring have helped countless developers level up their skills. Highly recommended for anyone serious about AI development." - Waleed F."Working with Vadim has been an exceptional experience. His deep understanding of architecture and ability to bridge the gap between business needs and technical solutions is remarkable. The strategic guidance and consulting he provides is invaluable." - David M."Vadim's expertise in AI and automation is truly impressive. As a mentor, he has the rare ability to break down complex concepts into actionable insights. His guidance has been instrumental in advancing our team's capabilities." - Andy A."The technical depth and practical approach that Vadim brings to every project is extraordinary. His ability to deliver sophisticated solutions while maintaining clear communication throughout the process is what sets him apart."- Adam L.FREQUENTLY ASKED QUESTIONSQ: Do I need programming experience?A: Absolutely not! This course is designed for complete beginners. If you can use a computer and web browser, you can build AI agents.Q: What do I need to get started?A: Just a computer with internet access. All tools we use have free tiers: n8n (time-limited free), OpenAI API (~$5 for the course), free RapidAPI accounts, and free Google Cloud Platform usage.Q: How long will it take to complete?A: The course is 3 hours of core video content + section quizzes . Most students complete it in 3-5 hours including hands-on building. You can go at your own pace!Q: Will this work on Mac/Windows/Linux?A: Yes! Everything is browser-based, so it works on any operating system and browser.Q: Can I build agents for my business?A: Absolutely! You can build agents for personal use, your business, or even offer agent development as a service to clients.
Who this course is for
Complete beginners who want to learn AI agent development without coding - entrepreneurs, business professionals, and career changers looking to gain valuable AI automation skills
Freelancers and consultants who want to offer AI automation services to clients, build custom agents for businesses, or expand their service offerings into the high-demand AI space
Business owners and managers who want to automate daily workflows like news research, email summaries, task management, and calendar scheduling to save time and increase productivity
Students and professionals interested in AI, automation, and no-code development who want hands-on experience building real-world projects they can showcase in portfolios
Marketers, content creators, and researchers who need to automate information gathering, content curation, and distribution across multiple platforms and tools
Homepage