Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

Fundamentals of Retrieval Augmented Generation

EuroPython Conference via YouTube

Overview

Explore the fundamentals of Retrieval Augmented Generation (RAG) in this 31-minute conference talk from EuroPython 2024. Delve into the intersection of Information Retrieval and Natural Language Generation, examining how RAG combines retrieval-based systems with generative AI models to enhance performance on document intelligence tasks. Learn about key frameworks, methodologies, and recent advancements in RAG, including its ability to empower Large Language Models with deeper context comprehension. Discover the theoretical foundations, practical applications, and technical challenges associated with RAG, covering topics such as token embedding, vector indexing, and semantic similarity search. Gain valuable insights into RAG's potential impact on fields like document summarization and database management.

Syllabus

Fundamentals of Retrieval Augmented Generation — Catalin Hanga

Taught by

EuroPython Conference

Reviews

Start your review of Fundamentals of Retrieval Augmented Generation

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.