Library / Artificial Intelligence

AI Content Automation Mastery AI Agents,RAG & UGC Video 2026

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About this course

Automate your entire content pipeline with AI agents you build yourself — no coding required.

If you have ideas but no system, this course gives you the system. Across 19 hands-onprojects you will build a complete AI content automation stack in n8n: agents that research,write, design, publish and report — running while you sleep.

What you will build (19 real projects)

  • A YouTube competitor intelligence engine that mines rival channels and returns validated video ideas
  • An automated SEO content pipeline that researches live SERP data and publishes research-backed articles
  • A RAG-powered newsletter studio grounded in your own knowledge base, so it never invents facts
  • A WhatsApp AI assistant that answers from your documents, not from guesswork
  • Personalized PDF lead magnets generated per subscriber to lift opt-in rates
  • AI UGC product videos using Sora 2, Google VEO 3 and Kling AI
  • An Instagram influencer-discovery CRM that scores profiles by brand fit

The stack you will mastern8n as your orchestration engine. Airtable as your content database. Pinecone as your vectorknowledge base. OpenAI GPT-4 plus fine-tuned models as your writing brain. Apify and DataForSEOfor live scraping and SERP intelligence. Sora 2, Google VEO 3, Kling AI, FAL AI and Nano Bananafor visual content.

The skills that actually transfer

Prompt engineering with structured JSON output. Retrieval-augmented generation, chunking andembeddings. Context window engineering. Multi-agent orchestration. Fine-tuning OpenAI models onyour own voice. API cost optimization so your workflows stay cheap at scale. Error handling andretries so they survive production.

Why this course is different

Project-based: every chapter ends with a deployable capstone, not a toy demo. Each pattern herehas shipped in re

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