Udemy

Generative AI: Practical LLM, LangChain, Hugging Face

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  • 1,041 Students
  • Updated 1/2025
4.2
(11 Ratings)
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Course Information

Registration period
Year-round Recruitment
Course Level
Study Mode
Duration
1 Hour(s) 27 Minute(s)
Language
English
Taught by
Ali Sardar
Rating
4.2
(11 Ratings)

Course Overview

Generative AI: Practical LLM, LangChain, Hugging Face

Master Generative AI with LangChain and Hugging Face: Hands-On Projects and Real-World Applications with LLM

Master Generative AI with LangChain and Hugging Face

Unlock the potential of generative AI and LLMs (Large Language Models) with our hands-on course. Dive deep into LangChain and Hugging Face, two of the most powerful tools in the AI space, and learn prompt engineering through practical examples. This course is designed to provide you with the skills to implement gen AI models effectively.

Why Choose This Course?

Generative AI is transforming industries from marketing to healthcare. Our course offers a unique opportunity to harness this technology effectively.

  • Project-Based Learning: Engage in innovative projects, from text summarizers to text-to-video animations.

  • Hands-On Expertise: Master LangChain and Hugging Face by applying them to real-world scenarios.

  • Up-to-Date Knowledge: Work with the latest models and frameworks, staying ahead in the rapidly evolving AI landscape.

What You’ll Build

This course is structured around four key projects designed to teach you the practical applications of generative AI:

  1. Text Summarizer with GUI

    • Integrate LangChain components with Hugging Face's BART model.

    • Load and summarize text from PDF documents.

    • Design an intuitive graphical user interface (GUI) for a seamless user experience.

  2. Interactive AI Assistant with GUI

    • Develop a multi-functional assistant to handle summaries, queries, and more.

    • Implement LangChain's query and summary handlers for efficiency.

    • Create a user-friendly GUI and test the assistant's capabilities.

  3. Text-to-Image Generator

    • Transform text inputs into visually stunning images using Hugging Face models.

    • Understand model architecture and integrate it into LangChain workflows.

  4. Text-to-Video Animator

    • Create motion-rich video animations from text prompts.

    • Set up and configure motion adapters with Hugging Face models.

    • Implement pipelines for generating captivating video content.

Join us to master generative AI and build cutting-edge applications that can transform industries. Enroll now and start your journey to becoming a generative AI expert!

Course Content

  • 7 section(s)
  • 39 lecture(s)
  • Section 1 Introduction and Course Overview
  • Section 2 Setting Up Your Development Environment
  • Section 3 LangChain and Hugging Face Configuration
  • Section 4 Project 1: Text Summarizer App with GUI (Combined LangChain and Hugging Face)
  • Section 5 Project 2: Interactive Assistant Using LangChain and Hugging Face
  • Section 6 Project 3: Text-to-Image Generator
  • Section 7 Project 4: Text-to-Video Animation Generator

What You’ll Learn

  • Understand LangChain's role in building AI-powered applications, including its core components like prompt templates and chains
  • Learn to integrate of the Hugging Face models for text, image, and video generation
  • Master the art of creating effective prompts and pipelines for diverse AI tasks
  • Build intuitive interfaces to enhance user interaction with AI applications
  • Setting up Anaconda and LangChain for efficient development.


Reviews

  • H
    Hassan Ali
    5.0

    Absolutely what I was looking. I liked the 3rd GUI app.

  • P
    Parthipan G
    5.0

    To the point, a short but good course on langchain.

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