AI Automation: Build LLM Apps & AI-Agents with n8n & APIs

AI Automation: Build LLM Apps & AI-Agents with n8n & APIs
2025-03-31
MP4 | Video: h264, 1920×1080 | Audio: AAC, 44.1 KHz

Automate Everything: n8n, LLMs, OpenAI API, Deepseek, Ollama & RAG! Business & Private AI Agents; More than just ChatGPT

What you’ll 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
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

Requirements
No prior knowledge required, everything is shown step by step.

Description
Who this course is for:
For entrepreneurs who want to become more efficient, save money, or build an AI business., For anyone eager to learn something new and gain deep insights into AI automation., For individuals interested in AI and automation who want to build their own agents., For developers and data scientists who want to stay on top of GenAI, automation, AI agents, and frameworks., For anyone looking to automate tasks.

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