Udemy
Generative AI & Agentic AI Bootcamp: LangGraph, MCP, Ollama
Artificial Intelligence · Data Science · Development
Library / Artificial Intelligence
On Udemy
What you'll learn
Build a complete AI agent from scratch using 100% open-source tools with no API costs
Understand the fundamental differences between simple chatbots and intelligent agentic AI systems
Implement web search capabilities so your agent can access real-time information from the internet
Create persistent memory systems using ChromaDB vector database for conversation history
Add file upload functionality to analyze PDFs and text documents with AI
Master the ReAct pattern (Reasoning + Acting) for intelligent decision-making
Implement chain-of-thought prompting for complex problem-solving
Build self-correction loops where agents validate and improve their own responses
Design agentic workflows using LangGraph with state machines and conditional routing
Run large language models locally using Ollama (llama3.2) with complete privacy
Create interactive chat interfaces with Streamlit for production-ready applications
Implement semantic search and vector embeddings for intelligent memory retrieval
Build autonomous agents that choose tools, plan actions, and execute tasks independently
Customize agent personality and behavior through advanced prompt engineering
Stop paying for expensive AI APIs. Start building your own intelligent agents.
This comprehensive course teaches you how to build agentic AI systems from the ground up using modern open-source technologies. Unlike simple chatbots, agentic AI can reason, plan, use tools, remember conversations, and make autonomous decisions—all running locally on your machine with zero API costs.
What Makes This Course Different?- 100% Open Source - No proprietary APIs, no ve
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Udemy: 2026-09-27 · Coursera: 2026-09-27
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