{"id":85,"date":"2026-05-14T13:29:43","date_gmt":"2026-05-14T13:29:43","guid":{"rendered":"https:\/\/free-udemy-course.en.gp\/?p=85"},"modified":"2026-05-14T13:35:36","modified_gmt":"2026-05-14T13:35:36","slug":"ai-automation-build-llm-apps-ai-agents-with-n8n-apis","status":"publish","type":"post","link":"https:\/\/free-udemy-course.en.gp\/?p=85","title":{"rendered":"AI Automation: Build LLM Apps &#038; AI-Agents with n8n &#038; APIs"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"85\" class=\"elementor elementor-85\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e193a6b e-flex e-con-boxed e-con e-parent\" data-id=\"e193a6b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ea9324b elementor-widget elementor-widget-image\" data-id=\"ea9324b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"768\" height=\"363\" src=\"https:\/\/free-udemy-course.en.gp\/wp-content\/uploads\/2026\/05\/Screenshot_1436-768x363.png\" class=\"attachment-medium_large size-medium_large wp-image-87\" alt=\"\" srcset=\"https:\/\/free-udemy-course.en.gp\/wp-content\/uploads\/2026\/05\/Screenshot_1436-768x363.png 768w, https:\/\/free-udemy-course.en.gp\/wp-content\/uploads\/2026\/05\/Screenshot_1436-300x142.png 300w, https:\/\/free-udemy-course.en.gp\/wp-content\/uploads\/2026\/05\/Screenshot_1436.png 935w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0ca27f8 e-flex e-con-boxed e-con e-parent\" data-id=\"0ca27f8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0269316 elementor-widget elementor-widget-html\" data-id=\"0269316\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t\t<h2>What You'll Learn<\/h2>\r\n<ul>\r\n  <li>Fundamentals of automation, AI agents, and LLMs (ChatGPT, Claude, Gemini, DeepSeek, Llama, Mistral, and more)<\/li>\r\n  <li>Introduction to automation tools such as n8n, Make, Zapier, LangChain, LangGraph, and Flowise<\/li>\r\n  <li>Understanding and using APIs for automation<\/li>\r\n  <li>OpenAI API pricing, compliant usage, and project setup<\/li>\r\n  <li>Function calling with LLMs using calendars, email, web search, webhooks, Airtable, and Google Sheets<\/li>\r\n  <li>Vector databases, embeddings, and Retrieval-Augmented Generation (RAG)<\/li>\r\n  <li>Building automations using Airtable, Google Sheets, and Google Cloud<\/li>\r\n  <li>Integrating open-source LLMs such as DeepSeek R1, Llama, and Mistral<\/li>\r\n  <li>Building AI agents and RAG chatbots inside workflows<\/li>\r\n  <li>Prompt engineering best practices and optimization<\/li>\r\n  <li>Self-hosting n8n and integrating AI agents into WhatsApp and Telegram<\/li>\r\n  <li>Debugging and optimizing AI automation workflows<\/li>\r\n  <li>Selling AI automations and AI agents as a business<\/li>\r\n  <li>Security, privacy, GDPR, and AI compliance concepts<\/li>\r\n<\/ul>\r\n\r\n<h2>This Course Includes<\/h2>\r\n<ul>\r\n  <li>13 hours on-demand video<\/li>\r\n  <li>9 articles<\/li>\r\n  <li>39 downloadable resources<\/li>\r\n  <li>Access on mobile and TV<\/li>\r\n  <li>Certificate of completion<\/li>\r\n<\/ul>\r\n\r\n<h2>Course Content<\/h2>\r\n<p><strong>13 sections \u2022 92 lectures \u2022 14h 26m total length<\/strong><\/p>\r\n\r\n<h3>Section 1: Course Introduction<\/h3>\r\n<ul>\r\n  <li>Welcome! \u2014 0:10<\/li>\r\n  <li>Course Overview \u2014 7:14<\/li>\r\n  <li>Important Tips for the Course \u2014 5:01<\/li>\r\n  <li>Explanation of Required Links \u2014 1:33<\/li>\r\n  <li>Instructor Introduction \u2014 1:20<\/li>\r\n<\/ul>\r\n\r\n<h3>Section 2: Fundamentals of AI Automation<\/h3>\r\n<ul>\r\n  <li>What Are Automations, AI Automation, and AI Agents? \u2014 13:52<\/li>\r\n  <li>What Is an API (Client and Server) \u2014 4:23<\/li>\r\n  <li>Automation Tools: n8n, Make, Zapier, LangChain, Flowise & More \u2014 5:48<\/li>\r\n  <li>What Are LLMs? \u2014 16:00<\/li>\r\n  <li>OpenAI API Explained \u2014 11:40<\/li>\r\n  <li>Thinking Models and Test Time Compute \u2014 4:56<\/li>\r\n  <li>Function Calling in LLMs \u2014 7:41<\/li>\r\n  <li>Vector Databases, Embeddings & RAG \u2014 14:40<\/li>\r\n<\/ul>\r\n\r\n<h3>Section 3: n8n Basics and Setup<\/h3>\r\n<ul>\r\n  <li>Local Installation of n8n with Node.js \u2014 7:13<\/li>\r\n  <li>Managing Node Versions \u2014 2:33<\/li>\r\n  <li>Updating n8n via Node.js \u2014 2:58<\/li>\r\n  <li>Testing n8n for Free \u2014 1:33<\/li>\r\n  <li>First Automation with Airtable \u2014 17:10<\/li>\r\n  <li>n8n Workflow Builder with AI \u2014 3:36<\/li>\r\n  <li>Importing, Exporting, and Selling Workflows \u2014 2:09<\/li>\r\n  <li>Connecting Google Sheets with n8n \u2014 6:26<\/li>\r\n<\/ul>\r\n\r\n<h3>Section 4: AI Automation with LLMs<\/h3>\r\n<ul>\r\n  <li>Email Automation with OpenAI, Gmail & Airtable \u2014 15:08<\/li>\r\n  <li>Sentiment Analysis with LLMs \u2014 15:11<\/li>\r\n  <li>Using Open-Source LLMs with Ollama \u2014 14:35<\/li>\r\n  <li>Integrating Any LLM into n8n via APIs \u2014 12:54<\/li>\r\n<\/ul>\r\n\r\n<h3>Section 5: AI Agents and RAG Workflows<\/h3>\r\n<ul>\r\n  <li>RAG Agent with Google Drive \u2014 18:27<\/li>\r\n  <li>RAG Chatbot with AI Agent Nodes \u2014 16:28<\/li>\r\n  <li>Email Agent with Sub-Workflows \u2014 21:32<\/li>\r\n  <li>AI Email Summaries and Auto Replies \u2014 22:16<\/li>\r\n  <li>Prompt Engineering for AI Agents \u2014 16:50<\/li>\r\n<\/ul>\r\n\r\n<h3>Section 6: Hosting and Social Media Automation<\/h3>\r\n<ul>\r\n  <li>Hosting n8n with Render \u2014 15:26<\/li>\r\n  <li>AI Agents in WhatsApp \u2014 19:44<\/li>\r\n  <li>Telegram AI Agents \u2014 20:38<\/li>\r\n  <li>Social Media Automation & Web Scraping \u2014 6:26<\/li>\r\n<\/ul>\r\n\r\n<h3>Section 7: Webhooks and Debugging<\/h3>\r\n<ul>\r\n  <li>Debugging n8n Workflows \u2014 12:52<\/li>\r\n  <li>Flowise AI Agent & n8n Webhook Integration \u2014 24:01<\/li>\r\n  <li>Webhooks and HTTP Requests \u2014 4:17<\/li>\r\n<\/ul>\r\n\r\n<h3>Section 8: MCP (Model Context Protocol)<\/h3>\r\n<ul>\r\n  <li>MCP Explained \u2014 13:31<\/li>\r\n  <li>Claude Desktop as an AI Agent Host with MCP \u2014 25:31<\/li>\r\n  <li>MCP Server & Host in n8n \u2014 14:14<\/li>\r\n<\/ul>\r\n\r\n<h3>Section 9: AI Automation Business<\/h3>\r\n<ul>\r\n  <li>AI Automation as a Business \u2014 1:18<\/li>\r\n  <li>Market-Ready RAG Bot for Lead Generation \u2014 25:20<\/li>\r\n  <li>Integrating RAG Bots into Websites \u2014 20:36<\/li>\r\n  <li>Selling Automations & AI Agents \u2014 27:07<\/li>\r\n<\/ul>\r\n\r\n<h3>Section 10: Optimizing RAG Applications<\/h3>\r\n<ul>\r\n  <li>Optimizing RAG Chatbots \u2014 4:20<\/li>\r\n  <li>Converting HTML & PDFs to Markdown \u2014 7:57<\/li>\r\n  <li>LlamaIndex & LlamaParse \u2014 12:57<\/li>\r\n  <li>Chunk Size and Overlap for Embeddings \u2014 10:18<\/li>\r\n<\/ul>\r\n\r\n<h3>Section 11: AI Security and Privacy<\/h3>\r\n<ul>\r\n  <li>Jailbreaks and Prompt Injections \u2014 14:48<\/li>\r\n  <li>Data Poisoning and Backdoor Attacks \u2014 3:45<\/li>\r\n  <li>Copyright & Intellectual Property \u2014 7:51<\/li>\r\n  <li>Privacy & Client Data Protection \u2014 4:08<\/li>\r\n  <li>Bias and Alignment in LLMs \u2014 3:38<\/li>\r\n<\/ul>\r\n\r\n<h3>Section 12: Legal and Compliance<\/h3>\r\n<ul>\r\n  <li>n8n License & Commercial Usage \u2014 6:23<\/li>\r\n  <li>GDPR, CCPA\/CPRA & EU AI Act \u2014 8:51<\/li>\r\n  <li>EU AI Act Deep Research \u2014 34:57<\/li>\r\n  <li>GDPR Compliance for Chatbots & AI Agents \u2014 50:59<\/li>\r\n<\/ul>\r\n\r\n<h3>Section 13: Course Wrap-Up<\/h3>\r\n<ul>\r\n  <li>Recap Important Points \u2014 5:03<\/li>\r\n  <li>Next Steps \u2014 5:22<\/li>\r\n  <li>Bonus \u2014 0:10<\/li>\r\n<\/ul>\r\n\r\n<h2>Requirements<\/h2>\r\n<ul>\r\n  <li>No prior knowledge required \u2014 everything is explained step by step.<\/li>\r\n<\/ul>\r\n\r\n<h2>Description<\/h2>\r\n<p>\r\n  AI Automation is the future.\r\n<\/p>\r\n\r\n<p>\r\n  This course teaches you how AI agents, automation, LLMs, vector databases, Retrieval-Augmented Generation (RAG), and n8n work together to build intelligent automation systems for business and personal use.\r\n<\/p>\r\n\r\n<p>\r\n  You will learn how to:\r\n<\/p>\r\n\r\n<ul>\r\n  <li>Create advanced AI automations using n8n<\/li>\r\n  <li>Build AI agents powered by LLMs<\/li>\r\n  <li>Integrate APIs, vector databases, and workflows<\/li>\r\n  <li>Develop RAG chatbots and AI-powered assistants<\/li>\r\n  <li>Automate email, social media, messaging apps, and business tasks<\/li>\r\n  <li>Deploy and optimize production-ready AI solutions<\/li>\r\n<\/ul>\r\n\r\n<p>\r\n  The course also includes 29 downloadable JSON workflows to help accelerate implementation and learning.\r\n<\/p>\r\n\r\n<h2>Who This Course Is For<\/h2>\r\n<ul>\r\n  <li>Entrepreneurs who want to automate business processes or build AI businesses<\/li>\r\n  <li>Beginners interested in AI automation and AI agents<\/li>\r\n  <li>Developers and data scientists working with GenAI and automation<\/li>\r\n  <li>Anyone who wants to automate repetitive tasks using AI<\/li>\r\n<\/ul>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a766a57 e-con e-atomic-element e-flexbox-base e-a766a57-e6c0c08\" data-id=\"a766a57\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"a766a57\">\n\t\t\t\t\t\t\t<h2 \n\t\tdata-interaction-id=\"26e1d28\" \n\t\tclass=\"e-heading-base\" \n\t\t \n\t\t\n\t>\n\t\n\t\t\tDownload<br>\n\t\t<\/h2>\n\t\t\t\t\t\t\t\t<p class=\"e-paragraph-base\" data-interaction-id=\"56cbbad\"  >\n\t\t\t\t\t\t\t\tPassword :&nbsp;free-udemy-course.en.gp\n\t\t\t\t\t<\/p>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5005a87 e-con e-atomic-element e-flexbox-base e-5005a87-54cc5fe\" data-id=\"5005a87\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"5005a87\">\n\t\t\t\t\t    \t            <a\n            href=\"https:\/\/tpi.li\/xBSj\" target=\"_blank\"\n            class=\"e-button-base\"\n            data-interaction-id=\"a29ceef\"\n             \n        >\n            Download Part 1\n        <\/a>\n    \t\t\t\t\t    \t            <a\n            href=\"https:\/\/tpi.li\/jLvxo2\" target=\"_blank\"\n            class=\"e-button-base\"\n            data-interaction-id=\"7f39e15\"\n             \n        >\n            Download Part 2\n        <\/a>\n    \t\t\t\t\t    \t            <a\n            href=\"https:\/\/tpi.li\/E69nJk4\" target=\"_blank\"\n            class=\"e-button-base\"\n            data-interaction-id=\"662fe0b\"\n             \n        >\n            Download Part 3\n        <\/a>\n    \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>What You&#8217;ll Learn Fundamentals of automation, AI agents, and LLMs (ChatGPT, Claude, Gemini, DeepSeek, Llama, Mistral, and more) Introduction to automation tools such as n8n, Make, Zapier, LangChain, LangGraph, and Flowise Understanding and using APIs for automation OpenAI API pricing, compliant usage, and project setup Function calling with LLMs using calendars, email, web search, webhooks,&#8230;<\/p>\n<p class=\"more-link\"><a href=\"https:\/\/free-udemy-course.en.gp\/?p=85\"><span>Read More<\/span><i>&#43;<\/i><\/a><\/p>\n","protected":false},"author":1,"featured_media":86,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[15,4],"tags":[14,13],"class_list":["post-85","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-programming","tag-ai","tag-programming"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI Automation: Build LLM Apps &amp; AI-Agents with n8n &amp; APIs - Free Udemy Course<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/free-udemy-course.en.gp\/?p=85\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI Automation: Build LLM Apps &amp; AI-Agents with n8n &amp; APIs - Free Udemy Course\" \/>\n<meta property=\"og:description\" content=\"What You&#8217;ll Learn Fundamentals of automation, AI agents, and LLMs (ChatGPT, Claude, Gemini, DeepSeek, Llama, Mistral, and more) Introduction to automation tools such as n8n, Make, Zapier, LangChain, LangGraph, and Flowise Understanding and using APIs for automation OpenAI API pricing, compliant usage, and project setup Function calling with LLMs using calendars, email, web search, webhooks,&#8230;Read More&#043;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/free-udemy-course.en.gp\/?p=85\" \/>\n<meta property=\"og:site_name\" content=\"Free Udemy Course\" \/>\n<meta property=\"article:published_time\" content=\"2026-05-14T13:29:43+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-05-14T13:35:36+00:00\" \/>\n<meta property=\"og:image\" 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