Multi-modal RAGs
Offered By: Pluralsight
Course Description
Overview
Learn effective ways to build a RAG system. This course will teach techniques for retrieving and integrating information from multiple modalities, such as text, images, and videos in RAG systems.
Understand how to work with various modalities involved with RAG systems. In this course, Multi-modal RAGs, you’ll gain the ability to design and adapt RAG systems for multi-modal applications. First, you’ll explore how to prepare and preprocess text data for RAG. Next, you’ll discover how to prepare and preprocess image data for RAG. Finally, you’ll learn how to prepare and preprocess video data for RAG. When you're finished with this course, you’ll have the skills and knowledge needed to retrieve and integrate information from multiple modalities, such as text, images, and videos in RAG systems.
Understand how to work with various modalities involved with RAG systems. In this course, Multi-modal RAGs, you’ll gain the ability to design and adapt RAG systems for multi-modal applications. First, you’ll explore how to prepare and preprocess text data for RAG. Next, you’ll discover how to prepare and preprocess image data for RAG. Finally, you’ll learn how to prepare and preprocess video data for RAG. When you're finished with this course, you’ll have the skills and knowledge needed to retrieve and integrate information from multiple modalities, such as text, images, and videos in RAG systems.
Syllabus
- Retrieving and Integrating Information in RAG Systems 14mins
- Designing and Implementing RAG Systems 9mins
Taught by
Dhiraj Kumar
Related Courses
Introduction to Artificial IntelligenceStanford University via Udacity Computer Vision: The Fundamentals
University of California, Berkeley via Coursera Computational Photography
Georgia Institute of Technology via Coursera Digital Signal Processing
École Polytechnique Fédérale de Lausanne via Coursera Creative, Serious and Playful Science of Android Apps
University of Illinois at Urbana-Champaign via Coursera