Introduction to RAG
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1 Hour
Learn about the basics of RAG, including agentic RAG and vector databases.
Course Overview
Learn about the basics of RAG, including agentic RAG and vector databases.
What will you learn?
RAG
Understand and Build RAG systems
Use Cases
See RAG systems Applied to Real World Tasks
Skills you will gain
Meet Your Instructor
Sander Schulhoff
Founder & CEO, Learn Prompting
His guide (Learnprompting. org) is listed as a recommended resource by OpenAI and Google and has been featured in Forbes as the best course to learn Prompt Engineering. As a researcher, he has authored multiple award-winning papers alongside experts from OpenAI, Microsoft, ScaleAI, the Federal Reserve, HuggingFace, and others.
Course Syllabus
Introduction to Retrieval-Augmented Generation
What is RAG
How does RAG work?
What is the difference between RAG and Agentic Rag?
Agentic RAG allows the agent to decide what information to pull in.
What are vector databases
GenAI integrated databases that allow for better retrieval.