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Generative AI, LLM Apps & AI Agents Masterclass 2025

Build AI applications & agents with LangChain, n8n, OpenAI, DeepSeek & Claude. Learn LLM development & automation. Get hands-on experience!

4.9(15)
177students
9h 11m
Certificate
Muhammad Moin
Muhammad MoinInstructor

Course Content

Generative AI, LLM Apps & AI Agents Masterclass 2025 is an all-levels Udemy course taught by Muhammad Moin. It runs 9h 11m, is taught in English, and includes a certificate of completion. Learners rate it 4.9 out of 5 from 15 reviews, with 177 students enrolled. It is a paid course, last updated September 2025.

Unlock the power of AI agents and LLM-powered applications! This comprehensive course guides you through building intelligent automation solutions to streamline tasks and seamlessly connect your favorite tools. Whether you're a beginner or have some experience, you'll learn to leverage cutting-edge AI without needing advanced coding skills.

What You'll Discover:

  • Workflow Automation Fundamentals: Start with the basics of workflow automation and understand how AI agents represent the next level of efficiency.
  • n8n Mastery: Explore n8n, a powerful workflow automation platform, including its pricing, user interface, and benefits.
  • API Integration: Learn how to connect to various APIs, including leading LLMs like OpenAI, Google Gemini, and Claude.
  • LangChain & Frameworks: Build sophisticated LLM applications using LangChain and other popular frameworks.
  • Practical Automation: Automate daily tasks with step-by-step tutorials, including:
    • Auto-Saving to Google Sheets: Create workflows to automatically save data to Google Sheets.
    • Data Filtering & Emailing: Implement filters and automated email responses based on data.
    • Calendar & Task Management: Build AI agents to manage your Google Calendar and tasks.
  • Webhooks & HTTP Requests: Understand and utilize webhooks and HTTP requests for advanced integrations.
  • Retrieval-Augmented Generation (RAG): Dive into building RAG AI agents for enhanced knowledge retrieval and application.
  • Chatbot Development: Create interactive chatbots for platforms like WhatsApp powered by your AI agents.
  • Document Processing: Extract text from documents using the Mistral OCR API.
  • Data Scraping: Automate data extraction from platforms like Instagram using Apify.
  • AI Analytics: Build an AI YouTube analytics agent to analyze comments and generate insights.
  • Client Onboarding Automation: Automate welcome emails and streamline client onboarding processes.
  • PDF Text Extraction: Develop applications to extract text from PDF files using Streamlit, n8n, and Mistral OCR API.
  • Streamlit AI Chatbots: Create engaging AI chatbots and RAG apps using Streamlit and DeepSeek R1.
  • MCP Server Development: Build MCP servers from scratch using LangChain in Python.
  • Image & Text Extraction: Extract text from both PDF documents and images with Mistral OCR.
  • Scaling with FastAPI: Learn to run multiple MCP servers in a FastAPI application.
  • Gemini CLI & MCP Setup: Utilize Gemini CLI, Google's open-source AI agent, and integrate it with MCP servers.
  • Gemini Code Assist: Discover and implement Gemini Code Assist, Google's revamped AI coding agent.
  • Kimi K2 Coder: Explore Kimi K2 Coder, a promising free open-source AI coding assistant.

This course empowers you to create powerful, scalable AI agents and LLM applications without extensive coding knowledge. Start automating and innovating today!

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