AI Automation: Build LLM Apps & AI-Agents with n8n & APIs
Automate Everything: n8n, LLMs, OpenAI API, Deepseek, Ollama & RAG! Business & Private AI Agents; More than just ChatGPT
4.89 (138 reviews)
1,468
students
13 hours
content
Mar 2025
last update
$54.99
regular price
What you will learn
Fundamentals of Automation, AI Agents & LLMs (ChatGPT, Claude, Gemini, Deepseek, Llama, Mistral & more)
Introduction to automation & key tools (n8n, Make, Zapier, LangChain, LangGraph, Flowise)
Understanding and utilizing APIs for automation
OpenAI API: Pricing structure, compliant usage & project setup
Function calling with LLMs: Using calendars, emails, web search, webhooks, Airtable, Google Sheets & more
Everything about vector databases, embedding models & Retrieval-Augmented Generation (RAG)
n8n Basics & Automation Applications
Basics of n8n: Installation, importing, exporting & selling workflows
Automations with Airtable, Google Sheets & Google Cloud
Using simple JavaScript variables in automation
Expanding AI automation with LLMs: Email automation, sentiment analysis, databases
Integrating open-source LLMs (Deepseek R1, Llama, Mistral) into automation
Using external LLM APIs in n8n (Deepseek API, Groq API & more)
AI Agents & RAG Chatbots in Workflows
Integrating AI agents & RAG chatbots into workflows
Automated vector database updates with Google Drive
RAG chatbot with AI agent node, embeddings & retrieval techniques
AI-powered email agents for automated summaries & responses
Prompt engineering: Principles, best practices & avoiding errors
Hosting, Social Media & Advanced Automations
n8n self-hosting with Render & other options
Using AI agents in WhatsApp, Telegram & social media
Web scraping & automation with sub-workflows & webhooks
Debugging strategies for error-free n8n automation
Connecting Flowise AI agents with webhooks & Google Sheets
Extending n8n with Flowise & JavaScript custom tools
Business & Market Aspects of AI Automation
AI automation as a business: Selling automation & AI agents
Creating market-ready RAG bots for lead generation & website integration
Marketing strategies for successfully selling AI solutions
Optimizing RAG chatbots: Chunk size, overlap & data quality
LlamaIndex & LlamaParse for data preprocessing in Google Colab
Using Firecrawl for web data extraction in Markdown format
Security, privacy & ethical concerns: Jailbreaks, prompt injections & data poisoning
Copyright & data protection for AI-generated data
Legal frameworks: EU AI Act & more
Screenshots
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udemy ID
2/14/2025
course created date
3/18/2025
course indexed date
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