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The Local LLM Crash Course - Build an AI Chatbot in 2 hours!
Highest Rated
Rating: 4.6 out of 5(633 ratings)
5,629 students

The Local LLM Crash Course - Build an AI Chatbot in 2 hours!

The only course you need to build a ChatGPT-like App in Python. Learn LLMs, Prompts, Hugging Face & LangChain Hands On!
Last updated 1/2026
English

What you'll learn

  • Learn to use Large Language Models like Llama2 and Orca in Python locally
  • Understand Prompt Engineering techniques for making LLMs ready to Chat
  • Use Hugging Face models in Python
  • Teach an LLM to keep Conversational Memory using Prompt Engineering
  • Learn to display model responses real-time, ChatGPT-style
  • Integrate your LLM into Modern Python Chat Interfaces like Chainlit

Course content

6 sections31 lectures1h 22m total length
  • Introduction0:28

    An introduction and the motivation of building this course.

  • What will you learn?0:36

    A short introduction to the objectives of this course.

  • Prerequisites and Requirements1:08

    What do you need to know to get started with this course?

  • Course Blueprint1:40

    The blueprint of the course. How will we get to a working LLM Chatbot solution?

  • DO NOT SKIP - How to take the most out of this course1:40

    Important information on making the course the most enjoyable for you.

  • BOOKMARK THESE - Course Resources0:14

    Must have resources for the course: Code, coding environment and further resources.

  • Setting up the Coding Environment5:08

    We'll set up our coding environment the simplest possible way.

  • A Quiz on Codespaces

Requirements

  • Basic Python Programming Knowledge
  • A working internet connection with unrestricted access to GitHub

Description

Unlock the Power of AI Chatbots on Your Own Computer!

Are you intrigued by the potential of AI but concerned about privacy and data security? Dive into the world of local large language models (LLMs) with our hands-on crash course, designed to empower you with the skills to build your very own ChatGPT-like chatbot using pure Python and later LangChain. This course cuts through the complexity, offering a direct path to deploying your LLM securely on your own devices.  We set up the environment for you so you can head start in a minute or choose to use your own computer. No Installation Needed! 


Why Learn From Me?

Hello, my name is Zoltan, your guide on this exciting journey. With years of experience in data engineering, machine learning, and software development, I've designed this course to bridge the gap between theoretical knowledge and practical skills. My expertise in leveraging these technologies ensures you learn from a seasoned professional. Join me to gain control over your AI applications, ensuring they're both powerful and private.

Course Highlights

  • Rapid Learning Path: Zero to a working local LLM in just two hours.

  • Modern Technologies: You will use Hugging Face, Chainlit and top-of-the-line LLM models

  • Hands-On Learning: Engage in a bootcamp-style, practical coding environment from the start.

  • Clear Instructions: I'll ensure you understand every step on your way to building a fully functional AI chatbot.


Why This Course Matters

In today's digital age, AI and chatbots are revolutionizing how we interact with technology. However, the true potential is unlocked when these tools are customized and controlled locally. Whether you're looking to enhance your personal projects, secure proprietary data, or simply curious about the inner workings of AI chatbots, this course provides valuable insights and skills. Big-name tech employers and innovative startups alike are searching for professionals who can navigate the complexities of AI while prioritizing privacy and security.


Who Should Enroll?

This course is perfect for:

  • Developers seeking to integrate AI into their projects without compromising on privacy.

  • Hobbyists interested in AI and looking for a secure, hands-on approach to learning.

  • Professionals aiming to enhance their resume with cutting-edge skills.

Pre-requisites: A basic understanding of programming concepts is recommended to get the most out of this course.

Not For:

  • Those seeking a deep theoretical overview without hands-on practice.

  • Individuals not comfortable with basic coding.

Your Takeaway

By the end of this course, you'll have a fully functional, locally-run AI chatbot, similar to ChatGPT, built by you. More importantly, you'll have the knowledge and confidence to apply these skills in a variety of scenarios, ensuring your digital creations remain secure and private.


Why Wait? Enroll Now!

Embrace the future of AI with confidence. This course isn't just about building a chatbot; it's about unlocking a new realm of possibilities, secure in the knowledge that you're in complete control. The course comes with a 30-day money-back guarantee, so Enroll today and take the first step toward becoming a local LLM expert!


Who this course is for:

  • You want to understand how to use Large Language Models can be used
  • You want to build your own AI Chat using Huggingface
  • You are interested how to implement chat functionalities for LLMs
  • You want to be hands-on creating your own AI chatbots