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Building Generative AI Systems with No-Code (Using n8n)

  • IntermediateLevel

  • 198+Students Enrolled

  • 6 Hrs Duration

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About this Course

  • Learn n8n from scratch. Master no-code AI automation, visual workflows, and workflow automation for beginners and professionals.
  • Integrate REST APIs, handle JSON, connect OpenAI and Claude, and build AI workflows with prompt engineering, LLMs, and structured outputs.
  • Build lead generation, CRM automation, QA bots, RAG systems, vector databases, and multi-agent AI workflows without writing code.

Course Benefits

  • Gain hands-on n8n and AI automation skills. Build a portfolio with real AI projects to showcase your expertise to employers.
  • Master production-ready AI workflows with error handling, guardrails, logging, and optimization for real business automation.
  • Learn API chaining, REST APIs, JSON handling, and workflow automation to build AI systems without coding skills.
  • Earn an industry-recognized n8n certification and gain AI automation skills to advance your career with confidence.

Learning Outcomes

Production AI Workflows

Build scalable workflows with APIs, webhooks, guardrails, and logging

LLM Automation Skills

Master prompts, LLM integration, and structured AI outputs

Advanced AI Systems

Deploy RAG, vector databases, embeddings, and AI agent solutions

Who Should Enroll

  • Business Process Managers: Automate business workflows and lead generation automation using no-code automation
  • Data Professionals: Learn AI workflows, workflow automation, and build AI systems with self-paced AI course
  • Entrepreneurs: Create AI automation portfolio and hands-on AI projects for your AI for professionals ventures
  • System Administrators: Deploy AI workflows and manage workflow scalability with production-ready workflows

Course Curriculum

Comprehensive 6-week program covering n8n fundamentals, visual workflows, API chaining, LLM integration, RAG systems, and production deployment. Each week includes live instruction, hands-on AI projects, and real-world use cases.

toolstools

Set up your n8n development environment from scratch with platform navigation, workspace configuration, node basics, API authentication, and credential management.

  1. 1. Setup Instructions Live Demo

Master webhook creation, REST API integration, JSON data handling, API chaining techniques, error handling, and production-ready data pipelines without coding.

  1. 1. The Visual Backend: Webhooks & API Chaining

Learn to evaluate, monitor, and optimize automated systems performance. Implement logging, error tracking, guardrails, and performance monitoring for production workflows.

  1. 1. Evaluating & Monitoring Agentic AI Systems

Connect Large Language Models to n8n workflows for intelligent text analysis and data extraction. Master prompt engineering techniques to guide LLMs toward accurate, structured outputs. Learn to integrate OpenAI APIs, Anthropic Claude, and other language models for real-world automation tasks.

  1. 1. Connecting the Brain: LLM & Prompt Engineering

Build intelligent AI agents with persistent memory systems and tool calling capabilities. Learn how AI agents reason through multi-step problems using the ReAct pattern. Implement agent memory to maintain context across conversations. Master tool calling to enable agents to autonomously execute functions.

  1. 1. AI Agent Memory & Tool Calling

Understand the core concepts behind Retrieval-Augmented Generation (RAG) and why vector databases are essential for grounding AI responses. Build a complete RAG pipeline in n8n by ingesting documents, generating embeddings, and storing them for efficient semantic retrieval.

  1. 1. RAG Fundamentals & Vector Stores

Learn advanced retrieval techniques and prompt engineering to improve the accuracy and relevance of AI-generated responses. Connect your RAG knowledge base to conversational platforms like Telegram or Discord and build an enterprise-ready AI assistant with live data integration.

  1. 1. Advanced Retrieval & Conversational Bots

Learn the fundamentals of Agentic AI and understand how memory enables agents to retain context across conversations. Build intelligent workflows in n8n that create context-aware agents capable of delivering more personalized and coherent interactions.

  1. 1. Agentic AI Foundations & Memory

Explore how autonomous agents use the ReAct framework, APIs, web scraping, and external tools to reason, plan, and execute complex tasks. Build multi-step AI agents that can perform deep research, self-correct when needed, and automate real-world business workflows.

  1. 1. Equipping Agents with Tools & Memory

Get this Course Now

With this course you’ll get

  • 6 Hours

    Duration

  • Ashwin Goyal & + 1 More

    Instructor

  • Intermediate

    Level

Certificate of completion

Earn a professional certificate upon course completion

  • Industry-Recognized Credential
  • Career Advancement Credential
  • Shareable Achievement
certificate

Frequently Asked Questions

Looking for answers to other questions?

Yes! This is a completely FREE intermediate-level n8n course focused on building generative AI systems without coding. We provide free n8n tutorials covering all fundamentals, API integration, LLM connections, and AI agent development. This free n8n course is ideal for upskilling in AI automation without any financial commitment.

You'll build production-ready AI workflows including lead generation automation, CRM pipeline automation, lead scoring systems, AI customer support, support ticket classifiers, and automated email parsing. Advanced projects include enterprise QA bots, invoice extraction systems, deep research agents, competitor analysis agents, multi-agent marketing teams, and automated social media publishing. All using n8n visual workflows without any coding.

Yes, absolutely. We cover comprehensive LLM integration including OpenAI API for GPT models and Anthropic Claude integration. You'll master prompt engineering, structured outputs, JSON data handling, and how to extract actionable data from unstructured text. Learn to build AI workflows that leverage generative AI capabilities for real-world automation.

REST APIs and API chaining are core fundamentals covered extensively. You'll learn webhook creation, REST API integration, JSON data handling, and API chaining techniques to connect multiple services. Build visual workflows that reliably ingest, transform, and route data through complex architectures without touching code.

You'll work with major platforms and tools: OpenAI API, Anthropic Claude, Pinecone for vector databases, Supabase for backend data, Google Sheets for data management, Slack for notifications, Discord for community automation, and Telegram for messaging workflows. Learn how to build connected AI automation systems across the modern tech stack.

This free intermediate-level n8n course releases content on a weekly basis: Week 1-4 Content Available Now - Visual backend engineering with webhooks, APIs, REST integration, and introduction to LLM integration, prompt engineering, and generative AI fundamentals for building n8n automation systems. Building agentic AI systems and agent architecture. Master RAG systems, vector databases like Pinecone, embeddings, document ingestion. Learn AI agents with memory, ReAct patterns, and tool calling. Week 5-6 Content Available by next week- Advanced multi-agent systems and evaluation frameworks. Implement production-ready workflows with error handling, guardrails, logging, and workflow scalability. Deploy AI automation systems to live environments.

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