Unlock the Potential of Generative AI by Creating Practical Projects Using LangChain and Hugging Face Models
What you will 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.
Why take this course?
Master Generative AI with LangChain and Hugging Face
Get ready for an in-depth and hands-on practice course that will help you learn LangChain and Hugging Face. These are two of the most powerful tools in the AI space, and you’ll learn them with practical examples. In this course you will develop real-world GUI applications. By the end of it, you’ll be able to skillfully implement generative AI models from hugging face.
Why Choose This Course?
Generative AI is no longer just a buzzword—it’s a game-changing technology shaping industries from marketing to healthcare. Our course provides an unparalleled opportunity to learn how to harness this power effectively.
Here’s what sets this course apart:
- Project-Based Learning: Dive deep into four innovative projects, from text summarizers to text-to-video animations.
- Hands-On Expertise: Master tools like LangChain and Hugging Face by applying them directly 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:
- 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.
- 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.
- Text-to-Image Generator
- Transform text inputs into visually stunning images using Hugging Face models.
- Understand model architecture and integrate it into LangChain workflows.
- 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.