Udemy – Generative AI, LLM Apps & AI Agents Masterclass 2025 2025-5

Udemy – Generative AI, LLM Apps & AI Agents Masterclass 2025 2025-5 Downloadly IRSpace

Aug 17, 2025 - 02:17 Updated: Aug 19, 2025 - 14:14

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Udemy – Generative AI, LLM Apps & AI Agents Masterclass 2025 2025-5

Generative AI, LLM Apps & AI Agents Masterclass 2025. This course teaches participants how to build applications based on large language models (LLMs) and AI agents that automate tasks and integrate tools. Suitable for beginners and those with little experience, this course starts with the basics of workflow automation and progresses to building custom AI agents. Participants learn how to use APIs, integrate tools like OpenAI, Google Gemini, and Claude, and develop LLM apps with frameworks like LangChain. Course topics include an introduction to AI agents and the n8n platform, setting up Google validation, building lead management workflows, and developing AI agents for calendar and task management. More advanced topics are also covered, such as Webhooks, HTTP requests, building RAG agents, and WhatsApp chatbots. Other key sections include extracting text from documents with Mistral OCR, analyzing YouTube comments, and building PDF extraction applications with Streamlit. The course then teaches LangChain to build MCP servers, extract text from images and PDFs, and run multiple servers on FastAPI. It also introduces Gemini CLI, a free, open-source AI agent, and Gemini Code Assist, a Google AI coding plugin. This course provides the skills needed to build powerful AI applications without requiring advanced programming knowledge.

What you will learn

Automate workflows without the need for coding.
Seamless integration of multiple applications.
Create basic workflow automations using the n8n visual interface and understand the role of triggers, nodes, and actions.
Connecting OpenAI, WhatsApp, Telegram, Google and more to n8n.
How to use n8n to build code-free AI workflows from the ground up.
Understand the principles of automation, AI automations, and AI Agents.
Build a Lead Automation Workflow: Save to Google Sheets, Filter Leads by Budget, and Send Email.
Automate calendar and tasks with an AI Agent in n8n.
Building a RAG chatbot with AI Agent node, Embeddings, and Retrieval techniques.
Build a WhatsApp AI Agent to plan and research anything for you.
How to set up Mistral OCR API in n8n to extract text from documents.
Extract Instagram profile data with Apify and save it to Google Sheets.
AI Youtube Analytics Agent: Comment analyzer and insights reporter.
AI Client Onboarding Agent: Automatic welcome email generator.
Creating a Streamlit AI Chatbot with DeepSeek R1 LLM (via Ollama).
Building a RAG-based Streamlit application with DeepSeek R1 via Ollama.
Extract text from PDF documents and images using Mistral OCR.
Building MCP Servers from the ground up with LangChain in Python.
Mounting multiple MCP Servers in a FastAPI application.
Gemini CLI: Google’s free open source AI Agent.
How to install and use Gemini CLI + any MCP Server – Step by step tutorial.
Building a PDF text extraction program with Streamlit, n8n and Mistral OCR API.
Gemini Code Assist – The newly revamped official AI Coding Agent plugin from Google.

This course is suitable for people who:

Bootstrapped founders and self-funded entrepreneurs who need efficient and cost-effective solutions to automate business processes and use AI without hiring a developer.
Startup teams looking to build scalable operational workflows in the early stages of their growth.
Non-technical founders who want to understand and implement automation themselves instead of outsourcing.
Anyone looking to automate repetitive tasks and optimize workflows using AI solutions.
People who want to take advantage of the AI revolution and start making money online using AI solutions.
Makers, developers, and professionals who want to integrate AI tools into their workflow without the need to code.